diff --git "a/scores/Llama-Guard-3-8B-Q3_K_S.log" "b/scores/Llama-Guard-3-8B-Q3_K_S.log" --- "a/scores/Llama-Guard-3-8B-Q3_K_S.log" +++ "b/scores/Llama-Guard-3-8B-Q3_K_S.log" @@ -1,2143 +1,3 @@ -build: 4730 (fe163d5b) with cc (GCC) 11.4.1 20230605 (Red Hat 11.4.1-2) for x86_64-amazon-linux -llama_model_load_from_file_impl: using device CUDA0 (Tesla T4) - 14812 MiB free -llama_model_loader: loaded meta data with 36 key-value pairs and 292 tensors from ./Llama-Guard-3-8B-Q3_K_S.gguf (version GGUF V3 (latest)) -llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. -llama_model_loader: - kv 0: general.architecture str = llama -llama_model_loader: - kv 1: general.type str = model -llama_model_loader: - kv 2: general.name str = Llama Guard 3 8B -llama_model_loader: - kv 3: general.basename str = Llama-Guard-3 -llama_model_loader: - kv 4: general.size_label str = 8B -llama_model_loader: - kv 5: general.license str = llama3.1 -llama_model_loader: - kv 6: general.base_model.count u32 = 1 -llama_model_loader: - kv 7: general.base_model.0.name str = Meta Llama 3.1 8B -llama_model_loader: - kv 8: general.base_model.0.organization str = Meta Llama -llama_model_loader: - kv 9: general.base_model.0.repo_url str = https://huggingface.co/meta-llama/Met... -llama_model_loader: - kv 10: general.tags arr[str,6] = ["facebook", "meta", "pytorch", "llam... -llama_model_loader: - kv 11: general.languages arr[str,1] = ["en"] -llama_model_loader: - kv 12: llama.block_count u32 = 32 -llama_model_loader: - kv 13: llama.context_length u32 = 131072 -llama_model_loader: - kv 14: llama.embedding_length u32 = 4096 -llama_model_loader: - kv 15: llama.feed_forward_length u32 = 14336 -llama_model_loader: - kv 16: llama.attention.head_count u32 = 32 -llama_model_loader: - kv 17: llama.attention.head_count_kv u32 = 8 -llama_model_loader: - kv 18: llama.rope.freq_base f32 = 500000.000000 -llama_model_loader: - kv 19: llama.attention.layer_norm_rms_epsilon f32 = 0.000010 -llama_model_loader: - kv 20: llama.vocab_size u32 = 128256 -llama_model_loader: - kv 21: llama.rope.dimension_count u32 = 128 -llama_model_loader: - kv 22: tokenizer.ggml.model str = gpt2 -llama_model_loader: - kv 23: tokenizer.ggml.pre str = smaug-bpe -llama_model_loader: - kv 24: tokenizer.ggml.tokens arr[str,128256] = ["!", "\"", "#", "$", "%", "&", "'", ... -llama_model_loader: - kv 25: tokenizer.ggml.token_type arr[i32,128256] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... -llama_model_loader: - kv 26: tokenizer.ggml.merges arr[str,280147] = ["Ġ Ġ", "Ġ ĠĠĠ", "ĠĠ ĠĠ", "... -llama_model_loader: - kv 27: tokenizer.ggml.bos_token_id u32 = 128000 -llama_model_loader: - kv 28: tokenizer.ggml.eos_token_id u32 = 128009 -llama_model_loader: - kv 29: tokenizer.chat_template str = {% if messages|length % 2 == 0 %}{% s... -llama_model_loader: - kv 30: general.quantization_version u32 = 2 -llama_model_loader: - kv 31: general.file_type u32 = 11 -llama_model_loader: - kv 32: quantize.imatrix.file str = ./imatrix/imatrix-Llama-Guard-3-8B-sm... -llama_model_loader: - kv 33: quantize.imatrix.dataset str = ../datasets/calibration_eur_small.txt -llama_model_loader: - kv 34: quantize.imatrix.entries_count i32 = 224 -llama_model_loader: - kv 35: quantize.imatrix.chunks_count i32 = 722 -llama_model_loader: - type f32: 66 tensors -llama_model_loader: - type q3_K: 225 tensors -llama_model_loader: - type q6_K: 1 tensors -print_info: file format = GGUF V3 (latest) -print_info: file type = Q3_K - Small -print_info: file size = 3.41 GiB (3.64 BPW) -init_tokenizer: initializing tokenizer for type 2 -load: control token: 128254 '<|reserved_special_token_246|>' is not marked as EOG -load: control token: 128249 '<|reserved_special_token_241|>' is not marked as EOG -load: control token: 128246 '<|reserved_special_token_238|>' is not marked as EOG -load: control token: 128243 '<|reserved_special_token_235|>' is not marked as EOG -load: control token: 128242 '<|reserved_special_token_234|>' is not marked as EOG -load: control token: 128241 '<|reserved_special_token_233|>' is not marked as EOG -load: control token: 128240 '<|reserved_special_token_232|>' is not marked as EOG -load: control token: 128235 '<|reserved_special_token_227|>' is not marked as EOG -load: control token: 128231 '<|reserved_special_token_223|>' is not marked as EOG -load: control token: 128230 '<|reserved_special_token_222|>' is not marked as EOG -load: control token: 128228 '<|reserved_special_token_220|>' is not marked as EOG -load: control token: 128225 '<|reserved_special_token_217|>' is not marked as EOG -load: control token: 128218 '<|reserved_special_token_210|>' is not marked as EOG -load: control token: 128214 '<|reserved_special_token_206|>' is not marked as EOG -load: control token: 128213 '<|reserved_special_token_205|>' is not marked as EOG -load: control token: 128207 '<|reserved_special_token_199|>' is not marked as EOG -load: control token: 128206 '<|reserved_special_token_198|>' is not marked as EOG -load: control token: 128204 '<|reserved_special_token_196|>' is not marked as EOG -load: control token: 128200 '<|reserved_special_token_192|>' is not marked as EOG -load: control token: 128199 '<|reserved_special_token_191|>' is not marked as EOG -load: control token: 128198 '<|reserved_special_token_190|>' is not marked as EOG -load: control token: 128196 '<|reserved_special_token_188|>' is not marked as EOG -load: control token: 128194 '<|reserved_special_token_186|>' is not marked as EOG -load: control token: 128193 '<|reserved_special_token_185|>' is not marked as EOG -load: control token: 128188 '<|reserved_special_token_180|>' is not marked as EOG -load: control token: 128187 '<|reserved_special_token_179|>' is not marked as EOG -load: control token: 128185 '<|reserved_special_token_177|>' is not marked as EOG -load: control token: 128184 '<|reserved_special_token_176|>' is not marked as EOG -load: control token: 128180 '<|reserved_special_token_172|>' is not marked as EOG -load: control token: 128179 '<|reserved_special_token_171|>' is not marked as EOG -load: control token: 128178 '<|reserved_special_token_170|>' is not marked as EOG -load: control token: 128177 '<|reserved_special_token_169|>' is not marked as EOG -load: control token: 128176 '<|reserved_special_token_168|>' is not marked as EOG -load: control token: 128175 '<|reserved_special_token_167|>' is not marked as EOG -load: control token: 128171 '<|reserved_special_token_163|>' is not marked as EOG -load: control token: 128170 '<|reserved_special_token_162|>' is not marked as EOG -load: control token: 128169 '<|reserved_special_token_161|>' is not marked as EOG -load: control token: 128168 '<|reserved_special_token_160|>' is not marked as EOG -load: control token: 128165 '<|reserved_special_token_157|>' is not marked as EOG -load: control token: 128162 '<|reserved_special_token_154|>' is not marked as EOG -load: control token: 128158 '<|reserved_special_token_150|>' is not marked as EOG -load: control token: 128156 '<|reserved_special_token_148|>' is not marked as EOG -load: control token: 128155 '<|reserved_special_token_147|>' is not marked as EOG -load: control token: 128154 '<|reserved_special_token_146|>' is not marked as EOG -load: control token: 128151 '<|reserved_special_token_143|>' is not marked as EOG -load: control token: 128149 '<|reserved_special_token_141|>' is not marked as EOG -load: control token: 128147 '<|reserved_special_token_139|>' is not marked as EOG -load: control token: 128146 '<|reserved_special_token_138|>' is not marked as EOG -load: control token: 128144 '<|reserved_special_token_136|>' is not marked as EOG -load: control token: 128142 '<|reserved_special_token_134|>' is not marked as EOG -load: control token: 128141 '<|reserved_special_token_133|>' is not marked as EOG -load: control token: 128138 '<|reserved_special_token_130|>' is not marked as EOG -load: control token: 128136 '<|reserved_special_token_128|>' is not marked as EOG -load: control token: 128135 '<|reserved_special_token_127|>' is not marked as EOG -load: control token: 128134 '<|reserved_special_token_126|>' is not marked as EOG -load: control token: 128133 '<|reserved_special_token_125|>' is not marked as EOG -load: control token: 128131 '<|reserved_special_token_123|>' is not marked as EOG -load: control token: 128128 '<|reserved_special_token_120|>' is not marked as EOG -load: control token: 128124 '<|reserved_special_token_116|>' is not marked as EOG -load: control token: 128123 '<|reserved_special_token_115|>' is not marked as EOG -load: control token: 128122 '<|reserved_special_token_114|>' is not marked as EOG -load: control token: 128119 '<|reserved_special_token_111|>' is not marked as EOG -load: control token: 128115 '<|reserved_special_token_107|>' is not marked as EOG -load: control token: 128112 '<|reserved_special_token_104|>' is not marked as EOG -load: control token: 128110 '<|reserved_special_token_102|>' is not marked as EOG -load: control token: 128109 '<|reserved_special_token_101|>' is not marked as EOG -load: control token: 128108 '<|reserved_special_token_100|>' is not marked as EOG -load: control token: 128106 '<|reserved_special_token_98|>' is not marked as EOG -load: control token: 128103 '<|reserved_special_token_95|>' is not marked as EOG -load: control token: 128102 '<|reserved_special_token_94|>' is not marked as EOG -load: control token: 128101 '<|reserved_special_token_93|>' is not marked as EOG -load: control token: 128097 '<|reserved_special_token_89|>' is not marked as EOG -load: control token: 128091 '<|reserved_special_token_83|>' is not marked as EOG -load: control token: 128090 '<|reserved_special_token_82|>' is not marked as EOG -load: control token: 128089 '<|reserved_special_token_81|>' is not marked as EOG -load: control token: 128087 '<|reserved_special_token_79|>' is not marked as EOG -load: control token: 128085 '<|reserved_special_token_77|>' is not marked as EOG -load: control token: 128081 '<|reserved_special_token_73|>' is not marked as EOG -load: control token: 128078 '<|reserved_special_token_70|>' is not marked as EOG -load: control token: 128076 '<|reserved_special_token_68|>' is not marked as EOG -load: control token: 128075 '<|reserved_special_token_67|>' is not marked as EOG -load: control token: 128073 '<|reserved_special_token_65|>' is not marked as EOG -load: control token: 128068 '<|reserved_special_token_60|>' is not marked as EOG -load: control token: 128067 '<|reserved_special_token_59|>' is not marked as EOG -load: control token: 128065 '<|reserved_special_token_57|>' is not marked as EOG -load: control token: 128063 '<|reserved_special_token_55|>' is not marked as EOG -load: control token: 128062 '<|reserved_special_token_54|>' is not marked as EOG -load: control token: 128060 '<|reserved_special_token_52|>' is not marked as EOG -load: control token: 128059 '<|reserved_special_token_51|>' is not marked as EOG -load: control token: 128057 '<|reserved_special_token_49|>' is not marked as EOG -load: control token: 128054 '<|reserved_special_token_46|>' is not marked as EOG -load: control token: 128046 '<|reserved_special_token_38|>' is not marked as EOG -load: control token: 128045 '<|reserved_special_token_37|>' is not marked as EOG -load: control token: 128044 '<|reserved_special_token_36|>' is not marked as EOG -load: control token: 128043 '<|reserved_special_token_35|>' is not marked as EOG -load: control token: 128038 '<|reserved_special_token_30|>' is not marked as EOG -load: control token: 128036 '<|reserved_special_token_28|>' is not marked as EOG -load: control token: 128035 '<|reserved_special_token_27|>' is not marked as EOG -load: control token: 128032 '<|reserved_special_token_24|>' is not marked as EOG -load: control token: 128028 '<|reserved_special_token_20|>' is not marked as EOG -load: control token: 128027 '<|reserved_special_token_19|>' is not marked as EOG -load: control token: 128024 '<|reserved_special_token_16|>' is not marked as EOG -load: control token: 128023 '<|reserved_special_token_15|>' is not marked as EOG -load: control token: 128022 '<|reserved_special_token_14|>' is not marked as EOG -load: control token: 128021 '<|reserved_special_token_13|>' is not marked as EOG -load: control token: 128018 '<|reserved_special_token_10|>' is not marked as EOG -load: control token: 128016 '<|reserved_special_token_8|>' is not marked as EOG -load: control token: 128015 '<|reserved_special_token_7|>' is not marked as EOG -load: control token: 128013 '<|reserved_special_token_5|>' is not marked as EOG -load: control token: 128011 '<|reserved_special_token_3|>' is not marked as EOG -load: control token: 128005 '<|reserved_special_token_2|>' is not marked as EOG -load: control token: 128004 '<|finetune_right_pad_id|>' is not marked as EOG -load: control token: 128002 '<|reserved_special_token_0|>' is not marked as EOG -load: control token: 128252 '<|reserved_special_token_244|>' is not marked as EOG -load: control token: 128190 '<|reserved_special_token_182|>' is not marked as EOG -load: control token: 128183 '<|reserved_special_token_175|>' is not marked as EOG -load: control token: 128137 '<|reserved_special_token_129|>' is not marked as EOG -load: control token: 128182 '<|reserved_special_token_174|>' is not marked as EOG -load: control token: 128040 '<|reserved_special_token_32|>' is not marked as EOG -load: control token: 128048 '<|reserved_special_token_40|>' is not marked as EOG -load: control token: 128092 '<|reserved_special_token_84|>' is not marked as EOG -load: control token: 128215 '<|reserved_special_token_207|>' is not marked as EOG -load: control token: 128107 '<|reserved_special_token_99|>' is not marked as EOG -load: control token: 128208 '<|reserved_special_token_200|>' is not marked as EOG -load: control token: 128145 '<|reserved_special_token_137|>' is not marked as EOG -load: control token: 128031 '<|reserved_special_token_23|>' is not marked as EOG -load: control token: 128129 '<|reserved_special_token_121|>' is not marked as EOG -load: control token: 128201 '<|reserved_special_token_193|>' is not marked as EOG -load: control token: 128074 '<|reserved_special_token_66|>' is not marked as EOG -load: control token: 128095 '<|reserved_special_token_87|>' is not marked as EOG -load: control token: 128186 '<|reserved_special_token_178|>' is not marked as EOG -load: control token: 128143 '<|reserved_special_token_135|>' is not marked as EOG -load: control token: 128229 '<|reserved_special_token_221|>' is not marked as EOG -load: control token: 128007 '<|end_header_id|>' is not marked as EOG -load: control token: 128055 '<|reserved_special_token_47|>' is not marked as EOG -load: control token: 128056 '<|reserved_special_token_48|>' is not marked as EOG -load: control token: 128061 '<|reserved_special_token_53|>' is not marked as EOG -load: control token: 128153 '<|reserved_special_token_145|>' is not marked as EOG -load: control token: 128152 '<|reserved_special_token_144|>' is not marked as EOG -load: control token: 128212 '<|reserved_special_token_204|>' is not marked as EOG -load: control token: 128172 '<|reserved_special_token_164|>' is not marked as EOG -load: control token: 128160 '<|reserved_special_token_152|>' is not marked as EOG -load: control token: 128041 '<|reserved_special_token_33|>' is not marked as EOG -load: control token: 128181 '<|reserved_special_token_173|>' is not marked as EOG -load: control token: 128094 '<|reserved_special_token_86|>' is not marked as EOG -load: control token: 128118 '<|reserved_special_token_110|>' is not marked as EOG -load: control token: 128236 '<|reserved_special_token_228|>' is not marked as EOG -load: control token: 128148 '<|reserved_special_token_140|>' is not marked as EOG -load: control token: 128042 '<|reserved_special_token_34|>' is not marked as EOG -load: control token: 128139 '<|reserved_special_token_131|>' is not marked as EOG -load: control token: 128173 '<|reserved_special_token_165|>' is not marked as EOG -load: control token: 128239 '<|reserved_special_token_231|>' is not marked as EOG -load: control token: 128157 '<|reserved_special_token_149|>' is not marked as EOG -load: control token: 128052 '<|reserved_special_token_44|>' is not marked as EOG -load: control token: 128026 '<|reserved_special_token_18|>' is not marked as EOG -load: control token: 128003 '<|reserved_special_token_1|>' is not marked as EOG -load: control token: 128019 '<|reserved_special_token_11|>' is not marked as EOG -load: control token: 128116 '<|reserved_special_token_108|>' is not marked as EOG -load: control token: 128161 '<|reserved_special_token_153|>' is not marked as EOG -load: control token: 128226 '<|reserved_special_token_218|>' is not marked as EOG -load: control token: 128159 '<|reserved_special_token_151|>' is not marked as EOG -load: control token: 128012 '<|reserved_special_token_4|>' is not marked as EOG -load: control token: 128088 '<|reserved_special_token_80|>' is not marked as EOG -load: control token: 128163 '<|reserved_special_token_155|>' is not marked as EOG -load: control token: 128001 '<|end_of_text|>' is not marked as EOG -load: control token: 128113 '<|reserved_special_token_105|>' is not marked as EOG -load: control token: 128250 '<|reserved_special_token_242|>' is not marked as EOG -load: control token: 128125 '<|reserved_special_token_117|>' is not marked as EOG -load: control token: 128053 '<|reserved_special_token_45|>' is not marked as EOG -load: control token: 128224 '<|reserved_special_token_216|>' is not marked as EOG -load: control token: 128247 '<|reserved_special_token_239|>' is not marked as EOG -load: control token: 128251 '<|reserved_special_token_243|>' is not marked as EOG -load: control token: 128216 '<|reserved_special_token_208|>' is not marked as EOG -load: control token: 128006 '<|start_header_id|>' is not marked as EOG -load: control token: 128211 '<|reserved_special_token_203|>' is not marked as EOG -load: control token: 128077 '<|reserved_special_token_69|>' is not marked as EOG -load: control token: 128237 '<|reserved_special_token_229|>' is not marked as EOG -load: control token: 128086 '<|reserved_special_token_78|>' is not marked as EOG -load: control token: 128227 '<|reserved_special_token_219|>' is not marked as EOG -load: control token: 128058 '<|reserved_special_token_50|>' is not marked as EOG -load: control token: 128100 '<|reserved_special_token_92|>' is not marked as EOG -load: control token: 128209 '<|reserved_special_token_201|>' is not marked as EOG -load: control token: 128084 '<|reserved_special_token_76|>' is not marked as EOG -load: control token: 128071 '<|reserved_special_token_63|>' is not marked as EOG -load: control token: 128070 '<|reserved_special_token_62|>' is not marked as EOG -load: control token: 128049 '<|reserved_special_token_41|>' is not marked as EOG -load: control token: 128197 '<|reserved_special_token_189|>' is not marked as EOG -load: control token: 128072 '<|reserved_special_token_64|>' is not marked as EOG -load: control token: 128000 '<|begin_of_text|>' is not marked as EOG -load: control token: 128223 '<|reserved_special_token_215|>' is not marked as EOG -load: control token: 128217 '<|reserved_special_token_209|>' is not marked as EOG -load: control token: 128111 '<|reserved_special_token_103|>' is not marked as EOG -load: control token: 128203 '<|reserved_special_token_195|>' is not marked as EOG -load: control token: 128051 '<|reserved_special_token_43|>' is not marked as EOG -load: control token: 128030 '<|reserved_special_token_22|>' is not marked as EOG -load: control token: 128117 '<|reserved_special_token_109|>' is not marked as EOG -load: control token: 128010 '<|python_tag|>' is not marked as EOG -load: control token: 128238 '<|reserved_special_token_230|>' is not marked as EOG -load: control token: 128255 '<|reserved_special_token_247|>' is not marked as EOG -load: control token: 128202 '<|reserved_special_token_194|>' is not marked as EOG -load: control token: 128132 '<|reserved_special_token_124|>' is not marked as EOG -load: control token: 128248 '<|reserved_special_token_240|>' is not marked as EOG -load: control token: 128167 '<|reserved_special_token_159|>' is not marked as EOG -load: control token: 128127 '<|reserved_special_token_119|>' is not marked as EOG -load: control token: 128105 '<|reserved_special_token_97|>' is not marked as EOG -load: control token: 128039 '<|reserved_special_token_31|>' is not marked as EOG -load: control token: 128232 '<|reserved_special_token_224|>' is not marked as EOG -load: control token: 128166 '<|reserved_special_token_158|>' is not marked as EOG -load: control token: 128130 '<|reserved_special_token_122|>' is not marked as EOG -load: control token: 128114 '<|reserved_special_token_106|>' is not marked as EOG -load: control token: 128234 '<|reserved_special_token_226|>' is not marked as EOG -load: control token: 128191 '<|reserved_special_token_183|>' is not marked as EOG -load: control token: 128064 '<|reserved_special_token_56|>' is not marked as EOG -load: control token: 128140 '<|reserved_special_token_132|>' is not marked as EOG -load: control token: 128096 '<|reserved_special_token_88|>' is not marked as EOG -load: control token: 128098 '<|reserved_special_token_90|>' is not marked as EOG -load: control token: 128192 '<|reserved_special_token_184|>' is not marked as EOG -load: control token: 128093 '<|reserved_special_token_85|>' is not marked as EOG -load: control token: 128150 '<|reserved_special_token_142|>' is not marked as EOG -load: control token: 128222 '<|reserved_special_token_214|>' is not marked as EOG -load: control token: 128233 '<|reserved_special_token_225|>' is not marked as EOG -load: control token: 128220 '<|reserved_special_token_212|>' is not marked as EOG -load: control token: 128034 '<|reserved_special_token_26|>' is not marked as EOG -load: control token: 128033 '<|reserved_special_token_25|>' is not marked as EOG -load: control token: 128253 '<|reserved_special_token_245|>' is not marked as EOG -load: control token: 128195 '<|reserved_special_token_187|>' is not marked as EOG -load: control token: 128099 '<|reserved_special_token_91|>' is not marked as EOG -load: control token: 128189 '<|reserved_special_token_181|>' is not marked as EOG -load: control token: 128210 '<|reserved_special_token_202|>' is not marked as EOG -load: control token: 128174 '<|reserved_special_token_166|>' is not marked as EOG -load: control token: 128083 '<|reserved_special_token_75|>' is not marked as EOG -load: control token: 128080 '<|reserved_special_token_72|>' is not marked as EOG -load: control token: 128104 '<|reserved_special_token_96|>' is not marked as EOG -load: control token: 128082 '<|reserved_special_token_74|>' is not marked as EOG -load: control token: 128219 '<|reserved_special_token_211|>' is not marked as EOG -load: control token: 128017 '<|reserved_special_token_9|>' is not marked as EOG -load: control token: 128050 '<|reserved_special_token_42|>' is not marked as EOG -load: control token: 128205 '<|reserved_special_token_197|>' is not marked as EOG -load: control token: 128047 '<|reserved_special_token_39|>' is not marked as EOG -load: control token: 128164 '<|reserved_special_token_156|>' is not marked as EOG -load: control token: 128020 '<|reserved_special_token_12|>' is not marked as EOG -load: control token: 128069 '<|reserved_special_token_61|>' is not marked as EOG -load: control token: 128245 '<|reserved_special_token_237|>' is not marked as EOG -load: control token: 128121 '<|reserved_special_token_113|>' is not marked as EOG -load: control token: 128079 '<|reserved_special_token_71|>' is not marked as EOG -load: control token: 128037 '<|reserved_special_token_29|>' is not marked as EOG -load: control token: 128244 '<|reserved_special_token_236|>' is not marked as EOG -load: control token: 128029 '<|reserved_special_token_21|>' is not marked as EOG -load: control token: 128221 '<|reserved_special_token_213|>' is not marked as EOG -load: control token: 128066 '<|reserved_special_token_58|>' is not marked as EOG -load: control token: 128120 '<|reserved_special_token_112|>' is not marked as EOG -load: control token: 128014 '<|reserved_special_token_6|>' is not marked as EOG -load: control token: 128025 '<|reserved_special_token_17|>' is not marked as EOG -load: control token: 128126 '<|reserved_special_token_118|>' is not marked as EOG -load: special tokens cache size = 256 -load: token to piece cache size = 0.7999 MB -print_info: arch = llama -print_info: vocab_only = 0 -print_info: n_ctx_train = 131072 -print_info: n_embd = 4096 -print_info: n_layer = 32 -print_info: n_head = 32 -print_info: n_head_kv = 8 -print_info: n_rot = 128 -print_info: n_swa = 0 -print_info: n_embd_head_k = 128 -print_info: n_embd_head_v = 128 -print_info: n_gqa = 4 -print_info: n_embd_k_gqa = 1024 -print_info: n_embd_v_gqa = 1024 -print_info: f_norm_eps = 0.0e+00 -print_info: f_norm_rms_eps = 1.0e-05 -print_info: f_clamp_kqv = 0.0e+00 -print_info: f_max_alibi_bias = 0.0e+00 -print_info: f_logit_scale = 0.0e+00 -print_info: n_ff = 14336 -print_info: n_expert = 0 -print_info: n_expert_used = 0 -print_info: causal attn = 1 -print_info: pooling type = 0 -print_info: rope type = 0 -print_info: rope scaling = linear -print_info: freq_base_train = 500000.0 -print_info: freq_scale_train = 1 -print_info: n_ctx_orig_yarn = 131072 -print_info: rope_finetuned = unknown -print_info: ssm_d_conv = 0 -print_info: ssm_d_inner = 0 -print_info: ssm_d_state = 0 -print_info: ssm_dt_rank = 0 -print_info: ssm_dt_b_c_rms = 0 -print_info: model type = 8B -print_info: model params = 8.03 B -print_info: general.name = Llama Guard 3 8B -print_info: vocab type = BPE -print_info: n_vocab = 128256 -print_info: n_merges = 280147 -print_info: BOS token = 128000 '<|begin_of_text|>' -print_info: EOS token = 128009 '<|eot_id|>' -print_info: EOT token = 128009 '<|eot_id|>' -print_info: EOM token = 128008 '<|eom_id|>' -print_info: LF token = 198 'Ċ' -print_info: EOG token = 128008 '<|eom_id|>' -print_info: EOG token = 128009 '<|eot_id|>' -print_info: max token length = 256 -load_tensors: loading model tensors, this can take a while... (mmap = true) -load_tensors: layer 0 assigned to device CPU -load_tensors: layer 1 assigned to device CPU -load_tensors: layer 2 assigned to device CPU -load_tensors: layer 3 assigned to device CPU -load_tensors: layer 4 assigned to device CPU -load_tensors: layer 5 assigned to device CPU -load_tensors: layer 6 assigned to device CPU -load_tensors: layer 7 assigned to device CPU -load_tensors: layer 8 assigned to device CPU -load_tensors: layer 9 assigned to device CPU -load_tensors: layer 10 assigned to device CPU -load_tensors: layer 11 assigned to device CPU -load_tensors: layer 12 assigned to device CPU -load_tensors: layer 13 assigned to device CPU -load_tensors: layer 14 assigned to device CPU -load_tensors: layer 15 assigned to device CPU -load_tensors: layer 16 assigned to device CPU -load_tensors: layer 17 assigned to device CPU -load_tensors: layer 18 assigned to device CPU -load_tensors: layer 19 assigned to device CPU -load_tensors: layer 20 assigned to device CUDA0 -load_tensors: layer 21 assigned to device CUDA0 -load_tensors: layer 22 assigned to device CUDA0 -load_tensors: layer 23 assigned to device CUDA0 -load_tensors: layer 24 assigned to device CUDA0 -load_tensors: layer 25 assigned to device CUDA0 -load_tensors: layer 26 assigned to device CUDA0 -load_tensors: layer 27 assigned to device CUDA0 -load_tensors: layer 28 assigned to device CUDA0 -load_tensors: layer 29 assigned to device CUDA0 -load_tensors: layer 30 assigned to device CUDA0 -load_tensors: layer 31 assigned to device CUDA0 -load_tensors: layer 32 assigned to device CPU -load_tensors: tensor 'token_embd.weight' (q3_K) (and 202 others) cannot be used with preferred buffer type CPU_AARCH64, using CPU instead -load_tensors: offloading 12 repeating layers to GPU -load_tensors: offloaded 12/33 layers to GPU -load_tensors: CUDA0 model buffer size = 1072.88 MiB -load_tensors: CPU_Mapped model buffer size = 2414.39 MiB -.................................................................................... -llama_init_from_model: n_seq_max = 1 -llama_init_from_model: n_ctx = 512 -llama_init_from_model: n_ctx_per_seq = 512 -llama_init_from_model: n_batch = 512 -llama_init_from_model: n_ubatch = 512 -llama_init_from_model: flash_attn = 1 -llama_init_from_model: freq_base = 500000.0 -llama_init_from_model: freq_scale = 1 -llama_init_from_model: n_ctx_per_seq (512) < n_ctx_train (131072) -- the full capacity of the model will not be utilized -llama_kv_cache_init: kv_size = 512, offload = 1, type_k = 'f16', type_v = 'f16', n_layer = 32, can_shift = 1 -llama_kv_cache_init: layer 0: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 1: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 2: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 3: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 4: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 5: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 6: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 7: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 8: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 9: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 10: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 11: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 12: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 13: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 14: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 15: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 16: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 17: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 18: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 19: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 20: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 21: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 22: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 23: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 24: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 25: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 26: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 27: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 28: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 29: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 30: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 31: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: CUDA0 KV buffer size = 24.00 MiB -llama_kv_cache_init: CPU KV buffer size = 40.00 MiB -llama_init_from_model: KV self size = 64.00 MiB, K (f16): 32.00 MiB, V (f16): 32.00 MiB -llama_init_from_model: CPU output buffer size = 0.49 MiB -llama_init_from_model: CUDA0 compute buffer size = 669.48 MiB -llama_init_from_model: CUDA_Host compute buffer size = 9.01 MiB -llama_init_from_model: graph nodes = 903 -llama_init_from_model: graph splits = 225 (with bs=512), 3 (with bs=1) -common_init_from_params: setting dry_penalty_last_n to ctx_size = 512 -common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) - -system_info: n_threads = 8 (n_threads_batch = 8) / 16 | CUDA : ARCHS = 750 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | AVX512 = 1 | AVX512_VNNI = 1 | LLAMAFILE = 1 | OPENMP = 1 | AARCH64_REPACK = 1 | -kl_divergence: 1.25 seconds per pass - ETA 11.77 minutes - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 1 4.9380 ± 0.6892 0.22164 ± 0.04754 0.20822 ± 0.02960 17.611 ± 2.001 % 85.490 ± 2.210 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 2 5.9717 ± 0.6324 0.19848 ± 0.03373 0.18788 ± 0.01796 15.375 ± 1.348 % 84.706 ± 1.595 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 3 6.1874 ± 0.5388 0.34870 ± 0.03451 0.30846 ± 0.02147 20.538 ± 1.074 % 79.739 ± 1.454 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 4 6.6931 ± 0.4948 0.30787 ± 0.02770 0.26845 ± 0.01661 18.645 ± 0.907 % 80.098 ± 1.251 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 5 7.1102 ± 0.4574 0.29409 ± 0.02335 0.24329 ± 0.01352 17.549 ± 0.789 % 79.451 ± 1.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 6 7.4608 ± 0.4323 0.27824 ± 0.02050 0.23290 ± 0.01163 16.968 ± 0.718 % 79.542 ± 1.032 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 7 7.9222 ± 0.4305 0.27425 ± 0.01862 0.22520 ± 0.01022 16.500 ± 0.656 % 78.880 ± 0.966 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 8 8.5087 ± 0.4474 0.26222 ± 0.01678 0.21560 ± 0.00916 15.934 ± 0.611 % 79.216 ± 0.899 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 9 9.0742 ± 0.4534 0.24641 ± 0.01529 0.20452 ± 0.00819 15.194 ± 0.572 % 78.998 ± 0.850 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 10 9.1768 ± 0.4313 0.23122 ± 0.01404 0.19399 ± 0.00742 14.593 ± 0.538 % 79.216 ± 0.804 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 11 9.3461 ± 0.4218 0.22802 ± 0.01313 0.19008 ± 0.00683 14.199 ± 0.506 % 78.930 ± 0.770 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 12 9.5218 ± 0.4152 0.22945 ± 0.01278 0.19443 ± 0.00671 14.246 ± 0.485 % 79.216 ± 0.734 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 13 9.9169 ± 0.4204 0.22232 ± 0.01213 0.19266 ± 0.00637 14.148 ± 0.464 % 79.397 ± 0.703 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 14 9.5486 ± 0.3884 0.21971 ± 0.01163 0.19237 ± 0.00612 14.210 ± 0.447 % 79.664 ± 0.674 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 15 9.4809 ± 0.3715 0.22065 ± 0.01135 0.19150 ± 0.00584 14.236 ± 0.427 % 79.791 ± 0.649 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 16 9.2297 ± 0.3495 0.21822 ± 0.01094 0.19155 ± 0.00557 14.309 ± 0.409 % 79.779 ± 0.629 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 17 9.1224 ± 0.3362 0.21078 ± 0.01059 0.18958 ± 0.00530 14.294 ± 0.396 % 80.092 ± 0.607 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 18 9.2802 ± 0.3338 0.21294 ± 0.01026 0.19130 ± 0.00515 14.481 ± 0.385 % 79.935 ± 0.591 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 19 9.0426 ± 0.3171 0.21712 ± 0.01009 0.19583 ± 0.00509 14.812 ± 0.376 % 79.794 ± 0.577 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 20 8.8990 ± 0.3020 0.21690 ± 0.00984 0.19602 ± 0.00497 14.762 ± 0.364 % 79.784 ± 0.562 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 21 8.8887 ± 0.2948 0.21698 ± 0.00965 0.19603 ± 0.00483 14.738 ± 0.352 % 79.963 ± 0.547 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 22 8.6055 ± 0.2764 0.22139 ± 0.00938 0.19840 ± 0.00468 15.052 ± 0.340 % 79.750 ± 0.537 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 23 8.3028 ± 0.2600 0.22228 ± 0.00916 0.19941 ± 0.00457 15.154 ± 0.331 % 79.829 ± 0.524 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 24 8.1461 ± 0.2493 0.22424 ± 0.00896 0.20117 ± 0.00444 15.298 ± 0.320 % 79.869 ± 0.513 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 25 7.9306 ± 0.2361 0.22605 ± 0.00881 0.20265 ± 0.00433 15.471 ± 0.312 % 79.827 ± 0.503 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 26 7.8225 ± 0.2271 0.23183 ± 0.00878 0.20581 ± 0.00434 15.525 ± 0.305 % 79.713 ± 0.494 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 27 7.7387 ± 0.2201 0.23119 ± 0.00859 0.20553 ± 0.00423 15.522 ± 0.300 % 79.782 ± 0.484 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 28 7.6612 ± 0.2128 0.23164 ± 0.00839 0.20511 ± 0.00411 15.497 ± 0.294 % 79.818 ± 0.475 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 29 7.7190 ± 0.2107 0.22894 ± 0.00825 0.20407 ± 0.00399 15.364 ± 0.287 % 79.811 ± 0.467 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 30 7.6989 ± 0.2063 0.22634 ± 0.00813 0.20446 ± 0.00390 15.388 ± 0.282 % 79.739 ± 0.460 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 31 7.7062 ± 0.2030 0.22666 ± 0.00800 0.20573 ± 0.00382 15.522 ± 0.277 % 79.658 ± 0.453 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 32 7.6560 ± 0.1975 0.22563 ± 0.00784 0.20560 ± 0.00374 15.568 ± 0.273 % 79.669 ± 0.446 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 33 7.6992 ± 0.1957 0.22652 ± 0.00772 0.20649 ± 0.00370 15.654 ± 0.271 % 79.548 ± 0.440 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 34 7.7521 ± 0.1940 0.22595 ± 0.00759 0.20648 ± 0.00362 15.590 ± 0.267 % 79.469 ± 0.434 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 35 7.7874 ± 0.1921 0.22459 ± 0.00745 0.20642 ± 0.00353 15.524 ± 0.261 % 79.440 ± 0.428 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 36 7.8824 ± 0.1925 0.22354 ± 0.00738 0.20660 ± 0.00346 15.438 ± 0.257 % 79.281 ± 0.423 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 37 7.8392 ± 0.1886 0.22113 ± 0.00726 0.20591 ± 0.00340 15.416 ± 0.253 % 79.226 ± 0.418 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 38 7.8655 ± 0.1873 0.21987 ± 0.00712 0.20449 ± 0.00332 15.343 ± 0.248 % 79.267 ± 0.412 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 39 7.8426 ± 0.1841 0.21658 ± 0.00700 0.20328 ± 0.00326 15.281 ± 0.245 % 79.397 ± 0.406 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 40 7.8665 ± 0.1822 0.21548 ± 0.00689 0.20232 ± 0.00320 15.209 ± 0.242 % 79.402 ± 0.400 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 41 7.8661 ± 0.1799 0.21509 ± 0.00679 0.20155 ± 0.00314 15.208 ± 0.239 % 79.283 ± 0.396 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 42 7.7970 ± 0.1753 0.21492 ± 0.00668 0.20099 ± 0.00310 15.192 ± 0.235 % 79.290 ± 0.392 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 43 7.8390 ± 0.1745 0.21467 ± 0.00658 0.20018 ± 0.00304 15.151 ± 0.232 % 79.289 ± 0.387 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 44 7.7916 ± 0.1715 0.21572 ± 0.00652 0.20097 ± 0.00303 15.164 ± 0.229 % 79.260 ± 0.383 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 45 7.8946 ± 0.1724 0.21402 ± 0.00642 0.19910 ± 0.00297 15.037 ± 0.226 % 79.259 ± 0.379 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 46 7.8966 ± 0.1705 0.21229 ± 0.00633 0.19799 ± 0.00292 15.034 ± 0.223 % 79.327 ± 0.374 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 47 7.8854 ± 0.1683 0.21179 ± 0.00628 0.19816 ± 0.00291 14.998 ± 0.220 % 79.332 ± 0.370 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 48 7.8632 ± 0.1661 0.21226 ± 0.00622 0.19790 ± 0.00287 14.996 ± 0.218 % 79.453 ± 0.365 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 49 7.8541 ± 0.1640 0.21339 ± 0.00618 0.19862 ± 0.00286 15.050 ± 0.217 % 79.392 ± 0.362 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 50 7.9377 ± 0.1646 0.21432 ± 0.00615 0.19908 ± 0.00285 15.043 ± 0.216 % 79.357 ± 0.358 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 51 8.0245 ± 0.1652 0.21506 ± 0.00609 0.19873 ± 0.00281 14.974 ± 0.213 % 79.331 ± 0.355 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 52 7.9816 ± 0.1623 0.21436 ± 0.00601 0.19833 ± 0.00277 14.926 ± 0.210 % 79.314 ± 0.352 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 53 8.0927 ± 0.1633 0.21364 ± 0.00595 0.19761 ± 0.00272 14.828 ± 0.208 % 79.230 ± 0.349 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 54 8.1135 ± 0.1625 0.21413 ± 0.00590 0.19776 ± 0.00268 14.838 ± 0.206 % 79.281 ± 0.345 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 55 8.1235 ± 0.1611 0.21284 ± 0.00584 0.19786 ± 0.00265 14.848 ± 0.204 % 79.244 ± 0.342 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 56 8.1874 ± 0.1611 0.21294 ± 0.00580 0.19786 ± 0.00262 14.802 ± 0.202 % 79.209 ± 0.340 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 57 8.2098 ± 0.1604 0.21145 ± 0.00574 0.19825 ± 0.00259 14.802 ± 0.200 % 79.223 ± 0.337 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 58 8.2382 ± 0.1595 0.21230 ± 0.00570 0.19855 ± 0.00256 14.811 ± 0.198 % 79.189 ± 0.334 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 59 8.1885 ± 0.1567 0.21282 ± 0.00565 0.19887 ± 0.00255 14.881 ± 0.197 % 79.216 ± 0.331 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 60 8.2386 ± 0.1564 0.21160 ± 0.00561 0.19879 ± 0.00254 14.833 ± 0.195 % 79.235 ± 0.328 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 61 8.2994 ± 0.1564 0.21016 ± 0.00555 0.19798 ± 0.00251 14.773 ± 0.193 % 79.254 ± 0.325 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 62 8.3475 ± 0.1560 0.20869 ± 0.00550 0.19703 ± 0.00247 14.692 ± 0.191 % 79.279 ± 0.322 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 63 8.4371 ± 0.1570 0.21040 ± 0.00549 0.19892 ± 0.00251 14.793 ± 0.192 % 79.097 ± 0.321 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 64 8.5074 ± 0.1573 0.20976 ± 0.00545 0.19875 ± 0.00248 14.799 ± 0.190 % 79.056 ± 0.319 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 65 8.4959 ± 0.1557 0.21042 ± 0.00541 0.19883 ± 0.00245 14.799 ± 0.188 % 79.083 ± 0.316 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 66 8.4938 ± 0.1542 0.21007 ± 0.00535 0.19816 ± 0.00243 14.758 ± 0.187 % 79.109 ± 0.313 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 67 8.4789 ± 0.1527 0.20948 ± 0.00530 0.19785 ± 0.00240 14.735 ± 0.185 % 79.064 ± 0.311 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 68 8.5143 ± 0.1524 0.20952 ± 0.00525 0.19750 ± 0.00238 14.728 ± 0.184 % 79.043 ± 0.309 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 69 8.5610 ± 0.1522 0.20887 ± 0.00521 0.19742 ± 0.00235 14.674 ± 0.182 % 78.971 ± 0.307 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 70 8.5894 ± 0.1518 0.20852 ± 0.00520 0.19838 ± 0.00235 14.665 ± 0.181 % 78.964 ± 0.305 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 71 8.5724 ± 0.1504 0.20814 ± 0.00516 0.19796 ± 0.00234 14.665 ± 0.180 % 79.033 ± 0.303 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 72 8.5267 ± 0.1486 0.20669 ± 0.00511 0.19736 ± 0.00233 14.625 ± 0.178 % 79.047 ± 0.300 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 73 8.5003 ± 0.1471 0.20710 ± 0.00509 0.19760 ± 0.00233 14.622 ± 0.177 % 79.087 ± 0.298 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 74 8.5251 ± 0.1467 0.20811 ± 0.00506 0.19817 ± 0.00232 14.590 ± 0.176 % 79.057 ± 0.296 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 75 8.4679 ± 0.1448 0.21050 ± 0.00506 0.20071 ± 0.00238 14.671 ± 0.176 % 79.001 ± 0.295 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 76 8.4369 ± 0.1431 0.21606 ± 0.00509 0.20475 ± 0.00241 14.830 ± 0.175 % 78.891 ± 0.293 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 77 8.3838 ± 0.1410 0.21579 ± 0.00505 0.20424 ± 0.00239 14.827 ± 0.174 % 78.941 ± 0.291 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 78 8.3870 ± 0.1402 0.21507 ± 0.00501 0.20410 ± 0.00237 14.780 ± 0.172 % 78.984 ± 0.289 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 79 8.3971 ± 0.1395 0.21464 ± 0.00497 0.20378 ± 0.00234 14.769 ± 0.171 % 79.007 ± 0.287 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 80 8.4048 ± 0.1385 0.21392 ± 0.00493 0.20309 ± 0.00232 14.741 ± 0.170 % 79.083 ± 0.285 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 81 8.3932 ± 0.1373 0.21322 ± 0.00489 0.20341 ± 0.00230 14.712 ± 0.168 % 79.051 ± 0.283 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 82 8.4092 ± 0.1367 0.21260 ± 0.00485 0.20318 ± 0.00228 14.681 ± 0.167 % 78.991 ± 0.282 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 83 8.4187 ± 0.1361 0.21144 ± 0.00482 0.20293 ± 0.00226 14.633 ± 0.166 % 79.036 ± 0.280 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 84 8.4062 ± 0.1350 0.21094 ± 0.00478 0.20231 ± 0.00224 14.606 ± 0.164 % 79.048 ± 0.278 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 85 8.3921 ± 0.1338 0.20986 ± 0.00473 0.20138 ± 0.00221 14.549 ± 0.163 % 79.073 ± 0.276 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 86 8.3780 ± 0.1327 0.20939 ± 0.00470 0.20097 ± 0.00219 14.515 ± 0.162 % 79.074 ± 0.275 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 87 8.4618 ± 0.1336 0.20822 ± 0.00466 0.20058 ± 0.00217 14.459 ± 0.161 % 79.049 ± 0.273 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 88 8.4564 ± 0.1326 0.20807 ± 0.00462 0.19983 ± 0.00215 14.419 ± 0.159 % 79.073 ± 0.272 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 89 8.4738 ± 0.1321 0.20701 ± 0.00459 0.19984 ± 0.00213 14.403 ± 0.159 % 79.070 ± 0.270 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 90 8.4816 ± 0.1314 0.20693 ± 0.00456 0.19947 ± 0.00211 14.374 ± 0.157 % 79.072 ± 0.269 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 91 8.4693 ± 0.1303 0.20604 ± 0.00452 0.19906 ± 0.00209 14.339 ± 0.156 % 79.065 ± 0.267 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 92 8.4660 ± 0.1296 0.20605 ± 0.00450 0.19900 ± 0.00208 14.352 ± 0.155 % 79.101 ± 0.265 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 93 8.4491 ± 0.1285 0.20556 ± 0.00447 0.19894 ± 0.00206 14.360 ± 0.154 % 79.030 ± 0.264 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 94 8.4613 ± 0.1279 0.20592 ± 0.00444 0.19881 ± 0.00205 14.350 ± 0.153 % 79.028 ± 0.263 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 95 8.4580 ± 0.1271 0.20677 ± 0.00442 0.19886 ± 0.00203 14.362 ± 0.153 % 79.059 ± 0.261 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 96 8.4894 ± 0.1271 0.20703 ± 0.00439 0.19861 ± 0.00202 14.348 ± 0.152 % 79.065 ± 0.260 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 97 8.5135 ± 0.1270 0.20757 ± 0.00436 0.19842 ± 0.00200 14.353 ± 0.151 % 79.107 ± 0.259 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 98 8.5120 ± 0.1264 0.20666 ± 0.00434 0.19814 ± 0.00199 14.345 ± 0.150 % 79.152 ± 0.257 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 99 8.5226 ± 0.1261 0.20812 ± 0.00434 0.19884 ± 0.00198 14.356 ± 0.150 % 79.105 ± 0.256 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 100 8.5020 ± 0.1252 0.20743 ± 0.00431 0.19835 ± 0.00197 14.333 ± 0.149 % 79.149 ± 0.254 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 101 8.4984 ± 0.1246 0.20711 ± 0.00428 0.19799 ± 0.00195 14.320 ± 0.148 % 79.173 ± 0.253 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 102 8.5223 ± 0.1244 0.20622 ± 0.00426 0.19752 ± 0.00194 14.302 ± 0.147 % 79.204 ± 0.252 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 103 8.5525 ± 0.1243 0.20590 ± 0.00423 0.19705 ± 0.00193 14.285 ± 0.147 % 79.204 ± 0.250 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 104 8.6057 ± 0.1248 0.20532 ± 0.00420 0.19654 ± 0.00191 14.245 ± 0.146 % 79.231 ± 0.249 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 105 8.5929 ± 0.1239 0.20524 ± 0.00418 0.19608 ± 0.00190 14.219 ± 0.145 % 79.272 ± 0.248 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 106 8.6544 ± 0.1245 0.20456 ± 0.00415 0.19562 ± 0.00188 14.175 ± 0.144 % 79.227 ± 0.247 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 107 8.6727 ± 0.1243 0.20396 ± 0.00412 0.19490 ± 0.00187 14.135 ± 0.143 % 79.216 ± 0.246 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 108 8.6772 ± 0.1238 0.20316 ± 0.00409 0.19412 ± 0.00185 14.103 ± 0.143 % 79.259 ± 0.244 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 109 8.7161 ± 0.1241 0.20255 ± 0.00407 0.19339 ± 0.00184 14.061 ± 0.142 % 79.288 ± 0.243 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 110 8.7624 ± 0.1244 0.20202 ± 0.00405 0.19270 ± 0.00182 14.016 ± 0.141 % 79.305 ± 0.242 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 111 8.7740 ± 0.1242 0.20110 ± 0.00402 0.19192 ± 0.00181 13.982 ± 0.140 % 79.361 ± 0.241 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 112 8.7327 ± 0.1229 0.20077 ± 0.00400 0.19154 ± 0.00180 13.954 ± 0.140 % 79.377 ± 0.239 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 113 8.7186 ± 0.1222 0.20098 ± 0.00398 0.19139 ± 0.00179 13.954 ± 0.139 % 79.413 ± 0.238 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 114 8.7083 ± 0.1215 0.20058 ± 0.00396 0.19112 ± 0.00178 13.932 ± 0.138 % 79.405 ± 0.237 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 115 8.6786 ± 0.1206 0.20036 ± 0.00394 0.19102 ± 0.00178 13.944 ± 0.138 % 79.458 ± 0.236 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 116 8.6717 ± 0.1200 0.19993 ± 0.00393 0.19118 ± 0.00178 13.921 ± 0.137 % 79.479 ± 0.235 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 117 8.6568 ± 0.1193 0.19973 ± 0.00391 0.19101 ± 0.00177 13.914 ± 0.136 % 79.527 ± 0.234 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 118 8.6376 ± 0.1184 0.19986 ± 0.00391 0.19126 ± 0.00179 13.930 ± 0.136 % 79.538 ± 0.233 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 119 8.6084 ± 0.1175 0.19893 ± 0.00388 0.19093 ± 0.00178 13.912 ± 0.136 % 79.549 ± 0.232 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 120 8.5835 ± 0.1167 0.19917 ± 0.00387 0.19080 ± 0.00177 13.890 ± 0.135 % 79.546 ± 0.231 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 121 8.5566 ± 0.1157 0.19897 ± 0.00385 0.19098 ± 0.00177 13.920 ± 0.135 % 79.530 ± 0.230 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 122 8.5248 ± 0.1147 0.19861 ± 0.00383 0.19056 ± 0.00175 13.915 ± 0.134 % 79.560 ± 0.229 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 123 8.4864 ± 0.1137 0.19842 ± 0.00381 0.19068 ± 0.00175 13.933 ± 0.134 % 79.586 ± 0.228 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 124 8.4393 ± 0.1125 0.19922 ± 0.00381 0.19110 ± 0.00175 13.963 ± 0.134 % 79.589 ± 0.227 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 125 8.3833 ± 0.1112 0.19884 ± 0.00379 0.19087 ± 0.00174 13.970 ± 0.133 % 79.614 ± 0.226 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 126 8.3455 ± 0.1102 0.19931 ± 0.00378 0.19146 ± 0.00174 14.009 ± 0.133 % 79.592 ± 0.225 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 127 8.3127 ± 0.1093 0.19960 ± 0.00377 0.19163 ± 0.00175 14.021 ± 0.133 % 79.589 ± 0.224 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 128 8.3122 ± 0.1088 0.19945 ± 0.00375 0.19135 ± 0.00174 14.002 ± 0.133 % 79.605 ± 0.223 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 129 8.3035 ± 0.1082 0.19897 ± 0.00373 0.19092 ± 0.00172 13.976 ± 0.132 % 79.611 ± 0.222 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 130 8.3027 ± 0.1078 0.19832 ± 0.00372 0.19086 ± 0.00172 13.969 ± 0.131 % 79.635 ± 0.221 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 131 8.3024 ± 0.1073 0.19820 ± 0.00370 0.19057 ± 0.00171 13.958 ± 0.131 % 79.635 ± 0.220 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 132 8.2763 ± 0.1066 0.19762 ± 0.00368 0.18994 ± 0.00170 13.928 ± 0.130 % 79.691 ± 0.219 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 133 8.2444 ± 0.1056 0.19691 ± 0.00366 0.18952 ± 0.00169 13.913 ± 0.130 % 79.738 ± 0.218 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 134 8.2531 ± 0.1053 0.19665 ± 0.00364 0.18927 ± 0.00168 13.895 ± 0.129 % 79.760 ± 0.217 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 135 8.2472 ± 0.1049 0.19682 ± 0.00363 0.18947 ± 0.00168 13.895 ± 0.129 % 79.794 ± 0.216 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 136 8.2552 ± 0.1047 0.19670 ± 0.00362 0.18959 ± 0.00167 13.909 ± 0.128 % 79.784 ± 0.216 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 137 8.2636 ± 0.1044 0.19622 ± 0.00360 0.18948 ± 0.00166 13.895 ± 0.128 % 79.774 ± 0.215 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 138 8.2907 ± 0.1045 0.19574 ± 0.00359 0.18939 ± 0.00166 13.873 ± 0.127 % 79.795 ± 0.214 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 139 8.3128 ± 0.1045 0.19519 ± 0.00358 0.18955 ± 0.00165 13.868 ± 0.127 % 79.803 ± 0.213 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 140 8.2926 ± 0.1038 0.19538 ± 0.00357 0.19002 ± 0.00166 13.897 ± 0.126 % 79.801 ± 0.212 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 141 8.2509 ± 0.1029 0.19540 ± 0.00355 0.19003 ± 0.00165 13.910 ± 0.126 % 79.805 ± 0.212 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 142 8.2130 ± 0.1020 0.19483 ± 0.00354 0.18951 ± 0.00164 13.895 ± 0.125 % 79.843 ± 0.211 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 143 8.1572 ± 0.1008 0.19434 ± 0.00352 0.18907 ± 0.00163 13.896 ± 0.125 % 79.877 ± 0.210 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 144 8.1106 ± 0.0997 0.19330 ± 0.00350 0.18862 ± 0.00162 13.893 ± 0.124 % 79.891 ± 0.209 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 145 8.0565 ± 0.0986 0.19319 ± 0.00349 0.18834 ± 0.00162 13.893 ± 0.124 % 79.949 ± 0.208 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 146 8.0208 ± 0.0977 0.19308 ± 0.00347 0.18813 ± 0.00161 13.896 ± 0.124 % 79.970 ± 0.207 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 147 7.9922 ± 0.0970 0.19319 ± 0.00346 0.18821 ± 0.00161 13.934 ± 0.123 % 79.976 ± 0.207 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 148 7.9692 ± 0.0963 0.19315 ± 0.00345 0.18805 ± 0.00160 13.948 ± 0.124 % 79.984 ± 0.206 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 149 7.9444 ± 0.0956 0.19302 ± 0.00344 0.18792 ± 0.00160 13.973 ± 0.123 % 79.968 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 150 7.9246 ± 0.0949 0.19318 ± 0.00343 0.18797 ± 0.00159 14.001 ± 0.122 % 79.942 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 151 7.8878 ± 0.0941 0.19314 ± 0.00341 0.18801 ± 0.00159 14.010 ± 0.122 % 79.974 ± 0.204 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 152 7.8553 ± 0.0932 0.19289 ± 0.00340 0.18790 ± 0.00158 14.021 ± 0.122 % 79.974 ± 0.203 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 153 7.8299 ± 0.0925 0.19349 ± 0.00339 0.18795 ± 0.00158 14.032 ± 0.121 % 79.967 ± 0.203 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 154 7.7918 ± 0.0916 0.19342 ± 0.00338 0.18779 ± 0.00157 14.042 ± 0.121 % 79.997 ± 0.202 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 155 7.7655 ± 0.0909 0.19318 ± 0.00337 0.18747 ± 0.00156 14.042 ± 0.120 % 80.000 ± 0.201 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 156 7.7480 ± 0.0903 0.19324 ± 0.00336 0.18756 ± 0.00155 14.039 ± 0.120 % 79.972 ± 0.201 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 157 7.7193 ± 0.0896 0.19334 ± 0.00335 0.18742 ± 0.00155 14.044 ± 0.119 % 79.995 ± 0.200 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 158 7.7147 ± 0.0892 0.19352 ± 0.00333 0.18735 ± 0.00154 14.043 ± 0.119 % 80.002 ± 0.199 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 159 7.6885 ± 0.0886 0.19338 ± 0.00332 0.18701 ± 0.00153 14.047 ± 0.118 % 80.054 ± 0.198 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 160 7.6766 ± 0.0882 0.19361 ± 0.00331 0.18688 ± 0.00153 14.041 ± 0.118 % 80.066 ± 0.198 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 161 7.6989 ± 0.0884 0.19436 ± 0.00331 0.18750 ± 0.00154 14.048 ± 0.118 % 80.041 ± 0.197 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 162 7.7030 ± 0.0881 0.19481 ± 0.00330 0.18743 ± 0.00153 14.044 ± 0.117 % 80.029 ± 0.197 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 163 7.7245 ± 0.0881 0.19469 ± 0.00329 0.18729 ± 0.00152 14.036 ± 0.117 % 80.041 ± 0.196 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 164 7.7332 ± 0.0880 0.19461 ± 0.00328 0.18729 ± 0.00152 14.040 ± 0.117 % 80.029 ± 0.195 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 165 7.7624 ± 0.0881 0.19417 ± 0.00326 0.18711 ± 0.00151 14.030 ± 0.116 % 80.010 ± 0.195 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 166 7.7937 ± 0.0882 0.19338 ± 0.00325 0.18664 ± 0.00150 13.999 ± 0.116 % 80.009 ± 0.194 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 167 7.8136 ± 0.0883 0.19302 ± 0.00324 0.18628 ± 0.00150 13.982 ± 0.116 % 80.035 ± 0.194 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 168 7.8573 ± 0.0886 0.19272 ± 0.00323 0.18622 ± 0.00149 13.958 ± 0.115 % 80.023 ± 0.193 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 169 7.8789 ± 0.0886 0.19278 ± 0.00322 0.18605 ± 0.00148 13.943 ± 0.115 % 79.998 ± 0.193 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 170 7.9101 ± 0.0889 0.19214 ± 0.00320 0.18578 ± 0.00148 13.925 ± 0.115 % 79.998 ± 0.192 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 171 7.9476 ± 0.0892 0.19188 ± 0.00319 0.18564 ± 0.00147 13.904 ± 0.114 % 79.998 ± 0.192 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 172 7.9575 ± 0.0891 0.19157 ± 0.00318 0.18537 ± 0.00147 13.891 ± 0.114 % 80.011 ± 0.191 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 173 7.9645 ± 0.0889 0.19146 ± 0.00317 0.18520 ± 0.00146 13.881 ± 0.114 % 80.000 ± 0.190 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 174 7.9640 ± 0.0887 0.19169 ± 0.00316 0.18536 ± 0.00145 13.885 ± 0.113 % 79.980 ± 0.190 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 175 7.9879 ± 0.0888 0.19144 ± 0.00316 0.18553 ± 0.00145 13.892 ± 0.113 % 79.969 ± 0.189 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 176 8.0004 ± 0.0887 0.19177 ± 0.00316 0.18632 ± 0.00146 13.924 ± 0.113 % 79.940 ± 0.189 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 177 8.0108 ± 0.0886 0.19227 ± 0.00316 0.18695 ± 0.00146 13.949 ± 0.113 % 79.907 ± 0.189 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 178 8.0196 ± 0.0885 0.19241 ± 0.00315 0.18710 ± 0.00146 13.951 ± 0.113 % 79.905 ± 0.188 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 179 8.0160 ± 0.0882 0.19213 ± 0.00314 0.18693 ± 0.00145 13.948 ± 0.113 % 79.910 ± 0.188 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 180 8.0325 ± 0.0882 0.19223 ± 0.00313 0.18693 ± 0.00145 13.932 ± 0.112 % 79.891 ± 0.187 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 181 8.0370 ± 0.0880 0.19229 ± 0.00312 0.18676 ± 0.00144 13.927 ± 0.112 % 79.907 ± 0.187 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 182 8.0436 ± 0.0878 0.19177 ± 0.00311 0.18653 ± 0.00144 13.906 ± 0.112 % 79.914 ± 0.186 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 183 8.0682 ± 0.0879 0.19120 ± 0.00310 0.18647 ± 0.00143 13.893 ± 0.111 % 79.895 ± 0.186 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 184 8.0846 ± 0.0878 0.19131 ± 0.00309 0.18637 ± 0.00142 13.879 ± 0.111 % 79.896 ± 0.185 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 185 8.0934 ± 0.0877 0.19108 ± 0.00308 0.18633 ± 0.00142 13.874 ± 0.110 % 79.902 ± 0.185 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 186 8.0979 ± 0.0875 0.19094 ± 0.00307 0.18639 ± 0.00141 13.894 ± 0.110 % 79.899 ± 0.184 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 187 8.1200 ± 0.0876 0.19089 ± 0.00307 0.18635 ± 0.00141 13.873 ± 0.110 % 79.901 ± 0.184 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 188 8.1371 ± 0.0875 0.19076 ± 0.00306 0.18608 ± 0.00140 13.849 ± 0.110 % 79.898 ± 0.183 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 189 8.1494 ± 0.0874 0.19071 ± 0.00305 0.18611 ± 0.00140 13.848 ± 0.109 % 79.898 ± 0.183 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 190 8.1612 ± 0.0874 0.19051 ± 0.00304 0.18609 ± 0.00139 13.837 ± 0.109 % 79.870 ± 0.182 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 191 8.1503 ± 0.0870 0.18999 ± 0.00303 0.18601 ± 0.00139 13.831 ± 0.108 % 79.906 ± 0.182 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 192 8.1427 ± 0.0867 0.19002 ± 0.00302 0.18593 ± 0.00138 13.834 ± 0.108 % 79.924 ± 0.181 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 193 8.1281 ± 0.0863 0.18993 ± 0.00301 0.18574 ± 0.00138 13.824 ± 0.108 % 79.957 ± 0.180 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 194 8.1246 ± 0.0860 0.19042 ± 0.00301 0.18618 ± 0.00139 13.851 ± 0.108 % 79.956 ± 0.180 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 195 8.1593 ± 0.0863 0.19017 ± 0.00300 0.18586 ± 0.00138 13.824 ± 0.108 % 79.966 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 196 8.1607 ± 0.0861 0.19094 ± 0.00300 0.18627 ± 0.00139 13.867 ± 0.108 % 79.968 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 197 8.1627 ± 0.0858 0.19107 ± 0.00300 0.18640 ± 0.00139 13.889 ± 0.108 % 79.962 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 198 8.1550 ± 0.0855 0.19136 ± 0.00299 0.18639 ± 0.00139 13.894 ± 0.108 % 79.972 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 199 8.1462 ± 0.0852 0.19149 ± 0.00298 0.18634 ± 0.00139 13.893 ± 0.107 % 79.978 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 200 8.1293 ± 0.0848 0.19190 ± 0.00297 0.18668 ± 0.00139 13.916 ± 0.107 % 79.984 ± 0.177 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 201 8.1005 ± 0.0842 0.19206 ± 0.00297 0.18660 ± 0.00139 13.917 ± 0.107 % 79.986 ± 0.177 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 202 8.0895 ± 0.0839 0.19176 ± 0.00296 0.18655 ± 0.00138 13.906 ± 0.107 % 80.006 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 203 8.0595 ± 0.0834 0.19354 ± 0.00297 0.18810 ± 0.00141 14.051 ± 0.108 % 79.988 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 204 8.0521 ± 0.0830 0.19354 ± 0.00296 0.18817 ± 0.00140 14.047 ± 0.107 % 80.000 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 205 8.0430 ± 0.0827 0.19349 ± 0.00295 0.18810 ± 0.00140 14.048 ± 0.107 % 80.004 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 206 8.0262 ± 0.0823 0.19300 ± 0.00294 0.18812 ± 0.00139 14.042 ± 0.107 % 79.994 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 207 8.0154 ± 0.0820 0.19317 ± 0.00294 0.18815 ± 0.00139 14.046 ± 0.106 % 80.000 ± 0.174 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 208 8.0248 ± 0.0819 0.19347 ± 0.00293 0.18830 ± 0.00138 14.056 ± 0.106 % 80.000 ± 0.174 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 209 8.0315 ± 0.0818 0.19354 ± 0.00292 0.18830 ± 0.00138 14.051 ± 0.106 % 80.011 ± 0.173 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 210 8.0292 ± 0.0816 0.19353 ± 0.00292 0.18822 ± 0.00137 14.043 ± 0.105 % 80.024 ± 0.173 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 211 8.0109 ± 0.0812 0.19362 ± 0.00291 0.18821 ± 0.00137 14.042 ± 0.105 % 80.032 ± 0.172 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 212 7.9831 ± 0.0806 0.19385 ± 0.00290 0.18808 ± 0.00136 14.043 ± 0.105 % 80.050 ± 0.172 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 213 7.9714 ± 0.0803 0.19393 ± 0.00289 0.18800 ± 0.00136 14.044 ± 0.104 % 80.053 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 214 7.9724 ± 0.0801 0.19367 ± 0.00289 0.18787 ± 0.00136 14.029 ± 0.104 % 80.059 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 215 7.9590 ± 0.0798 0.19367 ± 0.00288 0.18785 ± 0.00135 14.036 ± 0.104 % 80.075 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 216 7.9618 ± 0.0796 0.19386 ± 0.00287 0.18777 ± 0.00135 14.029 ± 0.104 % 80.084 ± 0.170 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 217 7.9401 ± 0.0792 0.19400 ± 0.00286 0.18778 ± 0.00135 14.037 ± 0.103 % 80.072 ± 0.170 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 218 7.9236 ± 0.0788 0.19388 ± 0.00286 0.18775 ± 0.00134 14.035 ± 0.103 % 80.067 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 219 7.9168 ± 0.0786 0.19393 ± 0.00285 0.18775 ± 0.00134 14.037 ± 0.103 % 80.084 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 220 7.9121 ± 0.0783 0.19425 ± 0.00284 0.18789 ± 0.00133 14.060 ± 0.102 % 80.078 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 221 7.8901 ± 0.0779 0.19399 ± 0.00284 0.18776 ± 0.00133 14.053 ± 0.102 % 80.080 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 222 7.8731 ± 0.0775 0.19392 ± 0.00283 0.18768 ± 0.00132 14.052 ± 0.102 % 80.076 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 223 7.8548 ± 0.0771 0.19356 ± 0.00282 0.18763 ± 0.00132 14.053 ± 0.102 % 80.097 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 224 7.8472 ± 0.0769 0.19372 ± 0.00281 0.18766 ± 0.00132 14.066 ± 0.101 % 80.086 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 225 7.8498 ± 0.0767 0.19367 ± 0.00281 0.18763 ± 0.00131 14.059 ± 0.101 % 80.075 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 226 7.8399 ± 0.0764 0.19352 ± 0.00280 0.18752 ± 0.00131 14.048 ± 0.101 % 80.068 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 227 7.8119 ± 0.0759 0.19623 ± 0.00282 0.19014 ± 0.00135 14.291 ± 0.103 % 80.038 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 228 7.8058 ± 0.0757 0.19617 ± 0.00281 0.19011 ± 0.00135 14.282 ± 0.103 % 80.031 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 229 7.7928 ± 0.0754 0.19591 ± 0.00280 0.18997 ± 0.00134 14.278 ± 0.102 % 80.041 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 230 7.7806 ± 0.0751 0.19635 ± 0.00280 0.19000 ± 0.00134 14.287 ± 0.102 % 80.043 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 231 7.7809 ± 0.0750 0.19622 ± 0.00279 0.18990 ± 0.00133 14.283 ± 0.102 % 80.042 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 232 7.7847 ± 0.0749 0.19597 ± 0.00278 0.18964 ± 0.00133 14.268 ± 0.102 % 80.061 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 233 7.7936 ± 0.0748 0.19574 ± 0.00277 0.18940 ± 0.00132 14.246 ± 0.101 % 80.067 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 234 7.7910 ± 0.0746 0.19569 ± 0.00276 0.18937 ± 0.00132 14.242 ± 0.101 % 80.064 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 235 7.8074 ± 0.0747 0.19543 ± 0.00276 0.18953 ± 0.00132 14.236 ± 0.101 % 80.052 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 236 7.8098 ± 0.0746 0.19523 ± 0.00275 0.18962 ± 0.00131 14.240 ± 0.101 % 80.043 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 237 7.8253 ± 0.0746 0.19501 ± 0.00275 0.18968 ± 0.00131 14.243 ± 0.100 % 80.033 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 238 7.8357 ± 0.0746 0.19452 ± 0.00274 0.18945 ± 0.00130 14.226 ± 0.100 % 80.040 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 239 7.8425 ± 0.0745 0.19422 ± 0.00273 0.18937 ± 0.00130 14.223 ± 0.100 % 80.028 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 240 7.8468 ± 0.0744 0.19415 ± 0.00273 0.18922 ± 0.00129 14.215 ± 0.100 % 80.038 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 241 7.8549 ± 0.0743 0.19430 ± 0.00272 0.18915 ± 0.00129 14.211 ± 0.100 % 80.041 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 242 7.8695 ± 0.0743 0.19400 ± 0.00272 0.18905 ± 0.00129 14.197 ± 0.099 % 80.023 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 243 7.8720 ± 0.0741 0.19384 ± 0.00271 0.18879 ± 0.00128 14.179 ± 0.099 % 80.024 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 244 7.8930 ± 0.0742 0.19390 ± 0.00270 0.18891 ± 0.00128 14.180 ± 0.099 % 80.005 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 245 7.9146 ± 0.0744 0.19364 ± 0.00269 0.18864 ± 0.00127 14.159 ± 0.099 % 80.021 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 246 7.9174 ± 0.0742 0.19346 ± 0.00269 0.18847 ± 0.00127 14.150 ± 0.098 % 80.032 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 247 7.9209 ± 0.0741 0.19392 ± 0.00269 0.18899 ± 0.00127 14.167 ± 0.098 % 80.013 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 248 7.9326 ± 0.0742 0.19397 ± 0.00268 0.18910 ± 0.00127 14.174 ± 0.098 % 80.005 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 249 7.9213 ± 0.0739 0.19394 ± 0.00268 0.18898 ± 0.00126 14.161 ± 0.098 % 80.030 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 250 7.8955 ± 0.0735 0.19432 ± 0.00267 0.18904 ± 0.00126 14.180 ± 0.098 % 80.031 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 251 7.8839 ± 0.0732 0.19458 ± 0.00267 0.18927 ± 0.00126 14.186 ± 0.097 % 80.031 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 252 7.8642 ± 0.0728 0.19469 ± 0.00267 0.18928 ± 0.00126 14.196 ± 0.097 % 80.039 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 253 7.8518 ± 0.0726 0.19447 ± 0.00266 0.18901 ± 0.00125 14.183 ± 0.097 % 80.053 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 254 7.8506 ± 0.0724 0.19434 ± 0.00265 0.18894 ± 0.00125 14.172 ± 0.097 % 80.043 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 255 7.8577 ± 0.0724 0.19421 ± 0.00265 0.18878 ± 0.00124 14.159 ± 0.096 % 80.040 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 256 7.8548 ± 0.0722 0.19389 ± 0.00264 0.18868 ± 0.00124 14.146 ± 0.096 % 80.031 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 257 7.8556 ± 0.0720 0.19372 ± 0.00264 0.18857 ± 0.00124 14.141 ± 0.096 % 80.046 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 258 7.8518 ± 0.0719 0.19370 ± 0.00263 0.18860 ± 0.00123 14.147 ± 0.096 % 80.052 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 259 7.8479 ± 0.0717 0.19362 ± 0.00262 0.18842 ± 0.00123 14.136 ± 0.095 % 80.050 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 260 7.8387 ± 0.0714 0.19354 ± 0.00262 0.18825 ± 0.00123 14.125 ± 0.095 % 80.050 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 261 7.8182 ± 0.0711 0.19311 ± 0.00261 0.18801 ± 0.00122 14.114 ± 0.095 % 80.080 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 262 7.8052 ± 0.0708 0.19293 ± 0.00261 0.18787 ± 0.00122 14.107 ± 0.095 % 80.078 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 263 7.8004 ± 0.0706 0.19295 ± 0.00260 0.18783 ± 0.00122 14.101 ± 0.095 % 80.073 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 264 7.7836 ± 0.0703 0.19277 ± 0.00259 0.18768 ± 0.00121 14.096 ± 0.094 % 80.073 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 265 7.7807 ± 0.0701 0.19244 ± 0.00259 0.18735 ± 0.00121 14.083 ± 0.094 % 80.068 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 266 7.7648 ± 0.0698 0.19258 ± 0.00258 0.18736 ± 0.00121 14.095 ± 0.094 % 80.069 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 267 7.7592 ± 0.0696 0.19245 ± 0.00258 0.18737 ± 0.00121 14.095 ± 0.094 % 80.068 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 268 7.7495 ± 0.0693 0.19224 ± 0.00257 0.18719 ± 0.00121 14.085 ± 0.094 % 80.072 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 269 7.7447 ± 0.0692 0.19229 ± 0.00257 0.18724 ± 0.00121 14.083 ± 0.094 % 80.071 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 270 7.7358 ± 0.0689 0.19248 ± 0.00257 0.18729 ± 0.00120 14.081 ± 0.093 % 80.081 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 271 7.7306 ± 0.0688 0.19239 ± 0.00256 0.18719 ± 0.00120 14.076 ± 0.093 % 80.090 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 272 7.7324 ± 0.0687 0.19303 ± 0.00256 0.18771 ± 0.00120 14.096 ± 0.093 % 80.065 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 273 7.7048 ± 0.0683 0.19288 ± 0.00256 0.18770 ± 0.00120 14.101 ± 0.093 % 80.082 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 274 7.6921 ± 0.0681 0.19332 ± 0.00256 0.18799 ± 0.00120 14.121 ± 0.093 % 80.090 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 275 7.6980 ± 0.0680 0.19339 ± 0.00255 0.18794 ± 0.00120 14.112 ± 0.093 % 80.104 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 276 7.7011 ± 0.0679 0.19397 ± 0.00255 0.18825 ± 0.00120 14.123 ± 0.093 % 80.105 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 277 7.6849 ± 0.0676 0.19380 ± 0.00255 0.18810 ± 0.00120 14.113 ± 0.092 % 80.127 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 278 7.6792 ± 0.0675 0.19402 ± 0.00255 0.18847 ± 0.00120 14.140 ± 0.092 % 80.126 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 279 7.6829 ± 0.0674 0.19417 ± 0.00254 0.18849 ± 0.00120 14.140 ± 0.092 % 80.138 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 280 7.6936 ± 0.0674 0.19392 ± 0.00253 0.18833 ± 0.00119 14.123 ± 0.092 % 80.132 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 281 7.7020 ± 0.0674 0.19360 ± 0.00253 0.18815 ± 0.00119 14.112 ± 0.092 % 80.142 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 282 7.7148 ± 0.0674 0.19348 ± 0.00253 0.18816 ± 0.00119 14.104 ± 0.092 % 80.136 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 283 7.7194 ± 0.0674 0.19313 ± 0.00252 0.18804 ± 0.00118 14.096 ± 0.091 % 80.155 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 284 7.7223 ± 0.0673 0.19290 ± 0.00252 0.18801 ± 0.00118 14.090 ± 0.091 % 80.149 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 285 7.7402 ± 0.0673 0.19283 ± 0.00251 0.18792 ± 0.00118 14.085 ± 0.091 % 80.150 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 286 7.7424 ± 0.0672 0.19287 ± 0.00251 0.18795 ± 0.00118 14.090 ± 0.091 % 80.160 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 287 7.7509 ± 0.0672 0.19272 ± 0.00250 0.18776 ± 0.00117 14.076 ± 0.091 % 80.168 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 288 7.7421 ± 0.0670 0.19278 ± 0.00250 0.18785 ± 0.00117 14.077 ± 0.091 % 80.166 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 289 7.7352 ± 0.0668 0.19268 ± 0.00249 0.18758 ± 0.00117 14.064 ± 0.090 % 80.186 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 290 7.7358 ± 0.0667 0.19264 ± 0.00248 0.18752 ± 0.00117 14.057 ± 0.090 % 80.173 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 291 7.7394 ± 0.0666 0.19286 ± 0.00248 0.18757 ± 0.00116 14.053 ± 0.090 % 80.160 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 292 7.7331 ± 0.0664 0.19308 ± 0.00248 0.18768 ± 0.00117 14.061 ± 0.090 % 80.167 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 293 7.7360 ± 0.0663 0.19319 ± 0.00247 0.18767 ± 0.00116 14.069 ± 0.090 % 80.166 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 294 7.7417 ± 0.0663 0.19304 ± 0.00247 0.18763 ± 0.00116 14.062 ± 0.090 % 80.155 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 295 7.7426 ± 0.0661 0.19311 ± 0.00247 0.18771 ± 0.00116 14.070 ± 0.089 % 80.148 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 296 7.7462 ± 0.0660 0.19312 ± 0.00246 0.18771 ± 0.00116 14.064 ± 0.089 % 80.146 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 297 7.7425 ± 0.0659 0.19284 ± 0.00246 0.18751 ± 0.00116 14.054 ± 0.089 % 80.148 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 298 7.7379 ± 0.0657 0.19263 ± 0.00245 0.18736 ± 0.00115 14.046 ± 0.089 % 80.149 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 299 7.7407 ± 0.0656 0.19243 ± 0.00245 0.18730 ± 0.00115 14.040 ± 0.089 % 80.157 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 300 7.7430 ± 0.0655 0.19231 ± 0.00244 0.18717 ± 0.00115 14.026 ± 0.089 % 80.153 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 301 7.7368 ± 0.0653 0.19210 ± 0.00244 0.18704 ± 0.00114 14.024 ± 0.088 % 80.169 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 302 7.7285 ± 0.0651 0.19194 ± 0.00243 0.18715 ± 0.00114 14.034 ± 0.088 % 80.171 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 303 7.7321 ± 0.0650 0.19195 ± 0.00243 0.18703 ± 0.00114 14.025 ± 0.088 % 80.175 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 304 7.7215 ± 0.0648 0.19200 ± 0.00242 0.18701 ± 0.00114 14.033 ± 0.088 % 80.188 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 305 7.7203 ± 0.0647 0.19211 ± 0.00242 0.18710 ± 0.00114 14.035 ± 0.088 % 80.186 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 306 7.7329 ± 0.0647 0.19199 ± 0.00242 0.18690 ± 0.00113 14.023 ± 0.088 % 80.185 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 307 7.7397 ± 0.0647 0.19187 ± 0.00241 0.18671 ± 0.00113 14.010 ± 0.087 % 80.186 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 308 7.7395 ± 0.0646 0.19179 ± 0.00241 0.18670 ± 0.00113 14.008 ± 0.087 % 80.192 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 309 7.7477 ± 0.0646 0.19179 ± 0.00240 0.18669 ± 0.00113 14.003 ± 0.087 % 80.185 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 310 7.7365 ± 0.0643 0.19133 ± 0.00240 0.18673 ± 0.00112 14.006 ± 0.087 % 80.190 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 311 7.7369 ± 0.0642 0.19130 ± 0.00240 0.18659 ± 0.00112 13.998 ± 0.087 % 80.195 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 312 7.7476 ± 0.0642 0.19142 ± 0.00239 0.18665 ± 0.00112 13.997 ± 0.087 % 80.189 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 313 7.7625 ± 0.0643 0.19131 ± 0.00239 0.18648 ± 0.00112 13.983 ± 0.087 % 80.204 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 314 7.7799 ± 0.0644 0.19092 ± 0.00238 0.18632 ± 0.00111 13.968 ± 0.086 % 80.196 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 315 7.7853 ± 0.0643 0.19075 ± 0.00238 0.18638 ± 0.00111 13.978 ± 0.086 % 80.188 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 316 7.7944 ± 0.0643 0.19058 ± 0.00238 0.18626 ± 0.00111 13.967 ± 0.086 % 80.187 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 317 7.7893 ± 0.0642 0.19036 ± 0.00237 0.18616 ± 0.00111 13.965 ± 0.086 % 80.194 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 318 7.7927 ± 0.0641 0.19039 ± 0.00237 0.18614 ± 0.00111 13.967 ± 0.086 % 80.195 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 319 7.7828 ± 0.0639 0.19011 ± 0.00236 0.18593 ± 0.00110 13.958 ± 0.086 % 80.214 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 320 7.7723 ± 0.0637 0.18978 ± 0.00236 0.18578 ± 0.00110 13.958 ± 0.086 % 80.234 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 321 7.7729 ± 0.0636 0.18979 ± 0.00235 0.18573 ± 0.00110 13.953 ± 0.085 % 80.253 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 322 7.7717 ± 0.0635 0.18985 ± 0.00235 0.18575 ± 0.00110 13.958 ± 0.085 % 80.264 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 323 7.7627 ± 0.0633 0.18955 ± 0.00235 0.18561 ± 0.00110 13.954 ± 0.085 % 80.278 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 324 7.7666 ± 0.0633 0.18944 ± 0.00234 0.18556 ± 0.00110 13.944 ± 0.085 % 80.289 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 325 7.7563 ± 0.0631 0.18940 ± 0.00234 0.18540 ± 0.00109 13.943 ± 0.085 % 80.313 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 326 7.7595 ± 0.0630 0.18936 ± 0.00233 0.18534 ± 0.00109 13.944 ± 0.085 % 80.324 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 327 7.7614 ± 0.0629 0.18935 ± 0.00233 0.18526 ± 0.00109 13.942 ± 0.085 % 80.326 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 328 7.7563 ± 0.0628 0.18938 ± 0.00232 0.18522 ± 0.00109 13.947 ± 0.084 % 80.328 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 329 7.7499 ± 0.0626 0.18944 ± 0.00232 0.18523 ± 0.00109 13.956 ± 0.084 % 80.333 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 330 7.7340 ± 0.0624 0.18938 ± 0.00232 0.18520 ± 0.00108 13.963 ± 0.084 % 80.340 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 331 7.7387 ± 0.0623 0.18919 ± 0.00231 0.18493 ± 0.00108 13.949 ± 0.084 % 80.348 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 332 7.7358 ± 0.0622 0.18901 ± 0.00231 0.18479 ± 0.00108 13.943 ± 0.084 % 80.358 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 333 7.7316 ± 0.0620 0.18897 ± 0.00230 0.18475 ± 0.00108 13.948 ± 0.084 % 80.349 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 334 7.7292 ± 0.0619 0.18909 ± 0.00230 0.18479 ± 0.00108 13.951 ± 0.084 % 80.337 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 335 7.7143 ± 0.0616 0.18901 ± 0.00230 0.18476 ± 0.00107 13.950 ± 0.084 % 80.337 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 336 7.7113 ± 0.0615 0.18889 ± 0.00230 0.18485 ± 0.00108 13.952 ± 0.084 % 80.330 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 337 7.7037 ± 0.0613 0.18896 ± 0.00229 0.18481 ± 0.00107 13.959 ± 0.083 % 80.321 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 338 7.7003 ± 0.0612 0.18912 ± 0.00229 0.18484 ± 0.00107 13.966 ± 0.083 % 80.304 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 339 7.6965 ± 0.0611 0.18928 ± 0.00229 0.18500 ± 0.00107 13.979 ± 0.083 % 80.301 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 340 7.6998 ± 0.0610 0.18919 ± 0.00228 0.18494 ± 0.00107 13.975 ± 0.083 % 80.290 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 341 7.7000 ± 0.0609 0.18923 ± 0.00228 0.18481 ± 0.00107 13.975 ± 0.083 % 80.285 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 342 7.7036 ± 0.0608 0.18924 ± 0.00227 0.18470 ± 0.00107 13.967 ± 0.083 % 80.279 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 343 7.7111 ± 0.0608 0.18905 ± 0.00227 0.18458 ± 0.00106 13.958 ± 0.083 % 80.277 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 344 7.7232 ± 0.0608 0.18905 ± 0.00227 0.18438 ± 0.00106 13.944 ± 0.083 % 80.268 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 345 7.7258 ± 0.0608 0.18901 ± 0.00226 0.18436 ± 0.00106 13.942 ± 0.082 % 80.260 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 346 7.7277 ± 0.0607 0.18910 ± 0.00226 0.18438 ± 0.00106 13.946 ± 0.082 % 80.247 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 347 7.7302 ± 0.0606 0.18919 ± 0.00226 0.18436 ± 0.00106 13.945 ± 0.082 % 80.243 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 348 7.7374 ± 0.0606 0.18912 ± 0.00225 0.18430 ± 0.00105 13.938 ± 0.082 % 80.247 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 349 7.7422 ± 0.0605 0.18911 ± 0.00225 0.18433 ± 0.00105 13.940 ± 0.082 % 80.246 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 350 7.7442 ± 0.0605 0.18904 ± 0.00225 0.18432 ± 0.00105 13.942 ± 0.082 % 80.251 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 351 7.7476 ± 0.0604 0.18928 ± 0.00224 0.18472 ± 0.00105 13.957 ± 0.082 % 80.241 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 352 7.7507 ± 0.0604 0.18905 ± 0.00224 0.18463 ± 0.00105 13.946 ± 0.082 % 80.228 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 353 7.7692 ± 0.0605 0.18886 ± 0.00224 0.18455 ± 0.00105 13.934 ± 0.081 % 80.238 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 354 7.7868 ± 0.0605 0.18861 ± 0.00223 0.18436 ± 0.00104 13.919 ± 0.081 % 80.243 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 355 7.8047 ± 0.0606 0.18851 ± 0.00223 0.18422 ± 0.00104 13.907 ± 0.081 % 80.245 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 356 7.8162 ± 0.0607 0.18853 ± 0.00222 0.18422 ± 0.00104 13.908 ± 0.081 % 80.249 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 357 7.8353 ± 0.0608 0.18854 ± 0.00222 0.18413 ± 0.00104 13.896 ± 0.081 % 80.246 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 358 7.8488 ± 0.0608 0.18831 ± 0.00222 0.18399 ± 0.00104 13.882 ± 0.081 % 80.251 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 359 7.8684 ± 0.0609 0.18842 ± 0.00221 0.18393 ± 0.00103 13.876 ± 0.081 % 80.255 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 360 7.8783 ± 0.0610 0.18820 ± 0.00221 0.18390 ± 0.00103 13.868 ± 0.081 % 80.245 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 361 7.8822 ± 0.0609 0.18809 ± 0.00221 0.18390 ± 0.00103 13.860 ± 0.080 % 80.244 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 362 7.8962 ± 0.0610 0.18822 ± 0.00220 0.18384 ± 0.00103 13.851 ± 0.080 % 80.245 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 363 7.9025 ± 0.0609 0.18812 ± 0.00220 0.18374 ± 0.00103 13.841 ± 0.080 % 80.243 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 364 7.8994 ± 0.0608 0.18796 ± 0.00220 0.18358 ± 0.00102 13.834 ± 0.080 % 80.242 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 365 7.9095 ± 0.0608 0.18794 ± 0.00219 0.18361 ± 0.00102 13.828 ± 0.080 % 80.227 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 366 7.9241 ± 0.0609 0.18776 ± 0.00219 0.18365 ± 0.00102 13.822 ± 0.080 % 80.208 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 367 7.9325 ± 0.0609 0.18760 ± 0.00219 0.18349 ± 0.00102 13.811 ± 0.080 % 80.223 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 368 7.9391 ± 0.0609 0.18739 ± 0.00218 0.18332 ± 0.00102 13.802 ± 0.080 % 80.222 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 369 7.9454 ± 0.0609 0.18742 ± 0.00218 0.18331 ± 0.00101 13.799 ± 0.080 % 80.214 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 370 7.9562 ± 0.0609 0.18722 ± 0.00217 0.18315 ± 0.00101 13.786 ± 0.079 % 80.225 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 371 7.9738 ± 0.0610 0.18742 ± 0.00217 0.18322 ± 0.00101 13.787 ± 0.079 % 80.212 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 372 7.9876 ± 0.0610 0.18726 ± 0.00217 0.18306 ± 0.00101 13.774 ± 0.079 % 80.212 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 373 7.9872 ± 0.0609 0.18708 ± 0.00216 0.18296 ± 0.00101 13.772 ± 0.079 % 80.224 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 374 7.9847 ± 0.0608 0.18715 ± 0.00216 0.18302 ± 0.00101 13.780 ± 0.079 % 80.216 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 375 7.9779 ± 0.0607 0.18699 ± 0.00216 0.18284 ± 0.00100 13.769 ± 0.079 % 80.231 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 376 7.9828 ± 0.0607 0.18699 ± 0.00216 0.18281 ± 0.00100 13.769 ± 0.079 % 80.233 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 377 7.9993 ± 0.0607 0.18687 ± 0.00215 0.18277 ± 0.00100 13.759 ± 0.079 % 80.236 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 378 8.0143 ± 0.0608 0.18674 ± 0.00215 0.18260 ± 0.00100 13.748 ± 0.079 % 80.242 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 379 8.0135 ± 0.0607 0.18678 ± 0.00215 0.18269 ± 0.00100 13.755 ± 0.079 % 80.240 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 380 8.0118 ± 0.0606 0.18693 ± 0.00214 0.18270 ± 0.00100 13.757 ± 0.078 % 80.239 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 381 8.0029 ± 0.0605 0.18681 ± 0.00214 0.18255 ± 0.00099 13.753 ± 0.078 % 80.243 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 382 8.0059 ± 0.0604 0.18679 ± 0.00214 0.18257 ± 0.00099 13.746 ± 0.078 % 80.250 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 383 8.0109 ± 0.0604 0.18645 ± 0.00214 0.18252 ± 0.00099 13.741 ± 0.078 % 80.253 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 384 8.0138 ± 0.0603 0.18638 ± 0.00213 0.18236 ± 0.00099 13.731 ± 0.078 % 80.267 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 385 8.0157 ± 0.0602 0.18617 ± 0.00213 0.18231 ± 0.00099 13.725 ± 0.078 % 80.277 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 386 8.0176 ± 0.0601 0.18604 ± 0.00213 0.18222 ± 0.00099 13.722 ± 0.078 % 80.283 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 387 8.0238 ± 0.0601 0.18610 ± 0.00212 0.18222 ± 0.00099 13.719 ± 0.078 % 80.289 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 388 8.0289 ± 0.0601 0.18604 ± 0.00212 0.18216 ± 0.00098 13.717 ± 0.078 % 80.293 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 389 8.0304 ± 0.0600 0.18586 ± 0.00212 0.18215 ± 0.00098 13.714 ± 0.077 % 80.288 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 390 8.0176 ± 0.0599 0.18709 ± 0.00212 0.18329 ± 0.00100 13.823 ± 0.078 % 80.270 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 391 8.0040 ± 0.0597 0.18780 ± 0.00213 0.18392 ± 0.00100 13.881 ± 0.078 % 80.260 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 392 7.9953 ± 0.0595 0.18788 ± 0.00212 0.18395 ± 0.00100 13.884 ± 0.078 % 80.251 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 393 7.9983 ± 0.0595 0.18770 ± 0.00212 0.18406 ± 0.00100 13.881 ± 0.078 % 80.248 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 394 7.9994 ± 0.0594 0.18794 ± 0.00212 0.18418 ± 0.00099 13.880 ± 0.078 % 80.241 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 395 7.9960 ± 0.0593 0.18806 ± 0.00212 0.18424 ± 0.00099 13.883 ± 0.078 % 80.243 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 396 7.9984 ± 0.0593 0.18844 ± 0.00211 0.18445 ± 0.00099 13.892 ± 0.078 % 80.231 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 397 8.0103 ± 0.0593 0.18824 ± 0.00211 0.18440 ± 0.00099 13.885 ± 0.077 % 80.227 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 398 8.0077 ± 0.0592 0.18856 ± 0.00211 0.18460 ± 0.00099 13.902 ± 0.077 % 80.221 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 399 8.0029 ± 0.0591 0.18872 ± 0.00211 0.18459 ± 0.00099 13.901 ± 0.077 % 80.217 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 400 8.0141 ± 0.0591 0.18881 ± 0.00211 0.18457 ± 0.00099 13.898 ± 0.077 % 80.210 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 401 8.0121 ± 0.0590 0.18879 ± 0.00210 0.18454 ± 0.00098 13.896 ± 0.077 % 80.209 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 402 8.0041 ± 0.0588 0.18920 ± 0.00210 0.18478 ± 0.00098 13.910 ± 0.077 % 80.206 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 403 8.0046 ± 0.0588 0.18960 ± 0.00210 0.18504 ± 0.00098 13.913 ± 0.077 % 80.200 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 404 8.0042 ± 0.0587 0.18981 ± 0.00210 0.18506 ± 0.00098 13.916 ± 0.077 % 80.189 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 405 8.0072 ± 0.0586 0.19009 ± 0.00210 0.18506 ± 0.00098 13.913 ± 0.076 % 80.186 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 406 8.0101 ± 0.0586 0.19073 ± 0.00210 0.18540 ± 0.00098 13.940 ± 0.076 % 80.169 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 407 8.0114 ± 0.0585 0.19097 ± 0.00209 0.18550 ± 0.00098 13.950 ± 0.076 % 80.161 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 408 8.0049 ± 0.0584 0.19098 ± 0.00209 0.18539 ± 0.00098 13.949 ± 0.076 % 80.174 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 409 8.0111 ± 0.0584 0.19122 ± 0.00209 0.18553 ± 0.00098 13.958 ± 0.076 % 80.163 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 410 8.0044 ± 0.0582 0.19185 ± 0.00209 0.18585 ± 0.00098 13.984 ± 0.076 % 80.156 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 411 8.0045 ± 0.0581 0.19233 ± 0.00209 0.18610 ± 0.00098 14.001 ± 0.076 % 80.137 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 412 7.9945 ± 0.0580 0.19288 ± 0.00209 0.18654 ± 0.00098 14.022 ± 0.076 % 80.131 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 413 7.9948 ± 0.0579 0.19326 ± 0.00209 0.18671 ± 0.00098 14.028 ± 0.076 % 80.123 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 414 8.0070 ± 0.0580 0.19381 ± 0.00209 0.18715 ± 0.00098 14.036 ± 0.076 % 80.101 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 415 8.0127 ± 0.0580 0.19377 ± 0.00209 0.18703 ± 0.00098 14.029 ± 0.076 % 80.111 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 416 8.0150 ± 0.0579 0.19400 ± 0.00208 0.18700 ± 0.00098 14.027 ± 0.076 % 80.117 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 417 8.0110 ± 0.0578 0.19444 ± 0.00208 0.18728 ± 0.00098 14.051 ± 0.076 % 80.114 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 418 8.0173 ± 0.0578 0.19491 ± 0.00208 0.18745 ± 0.00098 14.064 ± 0.076 % 80.107 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 419 8.0128 ± 0.0577 0.19558 ± 0.00208 0.18793 ± 0.00098 14.107 ± 0.076 % 80.098 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 420 8.0134 ± 0.0576 0.19580 ± 0.00208 0.18830 ± 0.00099 14.121 ± 0.076 % 80.085 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 421 8.0163 ± 0.0576 0.19573 ± 0.00208 0.18836 ± 0.00099 14.123 ± 0.076 % 80.087 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 422 8.0137 ± 0.0575 0.19595 ± 0.00208 0.18834 ± 0.00098 14.118 ± 0.076 % 80.086 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 423 8.0184 ± 0.0574 0.19607 ± 0.00208 0.18839 ± 0.00098 14.116 ± 0.075 % 80.076 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 424 8.0116 ± 0.0573 0.19611 ± 0.00207 0.18842 ± 0.00098 14.118 ± 0.075 % 80.080 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 425 7.9963 ± 0.0571 0.19614 ± 0.00207 0.18844 ± 0.00098 14.130 ± 0.075 % 80.085 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 426 7.9983 ± 0.0571 0.19623 ± 0.00207 0.18838 ± 0.00098 14.125 ± 0.075 % 80.088 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 427 7.9988 ± 0.0570 0.19658 ± 0.00207 0.18856 ± 0.00098 14.136 ± 0.075 % 80.084 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 428 7.9951 ± 0.0569 0.19675 ± 0.00207 0.18879 ± 0.00098 14.149 ± 0.075 % 80.087 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 429 7.9869 ± 0.0568 0.19698 ± 0.00207 0.18898 ± 0.00098 14.167 ± 0.075 % 80.087 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 430 7.9868 ± 0.0567 0.19712 ± 0.00207 0.18927 ± 0.00098 14.177 ± 0.075 % 80.078 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 431 7.9774 ± 0.0566 0.19712 ± 0.00206 0.18927 ± 0.00098 14.180 ± 0.075 % 80.083 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 432 7.9715 ± 0.0565 0.19701 ± 0.00206 0.18935 ± 0.00098 14.183 ± 0.075 % 80.083 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 433 7.9708 ± 0.0564 0.19713 ± 0.00206 0.18952 ± 0.00098 14.186 ± 0.075 % 80.074 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 434 7.9699 ± 0.0563 0.19697 ± 0.00206 0.18943 ± 0.00097 14.177 ± 0.075 % 80.085 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 435 7.9576 ± 0.0562 0.19734 ± 0.00206 0.18968 ± 0.00098 14.187 ± 0.074 % 80.087 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 436 7.9600 ± 0.0561 0.19737 ± 0.00205 0.18974 ± 0.00097 14.185 ± 0.074 % 80.078 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 437 7.9542 ± 0.0560 0.19721 ± 0.00205 0.18961 ± 0.00097 14.175 ± 0.074 % 80.085 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 438 7.9505 ± 0.0559 0.19717 ± 0.00205 0.18962 ± 0.00097 14.175 ± 0.074 % 80.093 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 439 7.9490 ± 0.0558 0.19710 ± 0.00205 0.18969 ± 0.00098 14.176 ± 0.074 % 80.089 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 440 7.9482 ± 0.0558 0.19714 ± 0.00205 0.18976 ± 0.00098 14.172 ± 0.074 % 80.094 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 441 7.9490 ± 0.0557 0.19697 ± 0.00204 0.18966 ± 0.00098 14.163 ± 0.074 % 80.098 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 442 7.9502 ± 0.0557 0.19692 ± 0.00204 0.18958 ± 0.00097 14.158 ± 0.074 % 80.094 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 443 7.9691 ± 0.0558 0.19716 ± 0.00204 0.18966 ± 0.00097 14.155 ± 0.074 % 80.095 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 444 7.9753 ± 0.0558 0.19775 ± 0.00204 0.19011 ± 0.00098 14.178 ± 0.074 % 80.087 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 445 7.9714 ± 0.0557 0.19757 ± 0.00204 0.19011 ± 0.00098 14.174 ± 0.074 % 80.090 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 446 7.9684 ± 0.0556 0.19752 ± 0.00204 0.19014 ± 0.00098 14.175 ± 0.074 % 80.084 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 447 7.9669 ± 0.0556 0.19758 ± 0.00203 0.19021 ± 0.00098 14.180 ± 0.074 % 80.087 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 448 7.9730 ± 0.0556 0.19758 ± 0.00203 0.19025 ± 0.00097 14.176 ± 0.073 % 80.080 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 449 7.9724 ± 0.0555 0.19759 ± 0.00203 0.19024 ± 0.00097 14.178 ± 0.073 % 80.082 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 450 7.9710 ± 0.0554 0.19751 ± 0.00203 0.19024 ± 0.00097 14.175 ± 0.073 % 80.085 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 451 7.9714 ± 0.0553 0.19737 ± 0.00202 0.19024 ± 0.00097 14.174 ± 0.073 % 80.076 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 452 7.9783 ± 0.0553 0.19724 ± 0.00202 0.19018 ± 0.00097 14.168 ± 0.073 % 80.079 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 453 7.9835 ± 0.0553 0.19728 ± 0.00202 0.19021 ± 0.00097 14.169 ± 0.073 % 80.086 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 454 7.9835 ± 0.0553 0.19722 ± 0.00202 0.19023 ± 0.00096 14.165 ± 0.073 % 80.082 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 455 7.9886 ± 0.0552 0.19742 ± 0.00201 0.19034 ± 0.00096 14.166 ± 0.073 % 80.076 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 456 7.9818 ± 0.0551 0.19736 ± 0.00201 0.19042 ± 0.00097 14.172 ± 0.073 % 80.076 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 457 7.9869 ± 0.0551 0.19770 ± 0.00201 0.19055 ± 0.00097 14.176 ± 0.073 % 80.070 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 458 7.9758 ± 0.0550 0.19774 ± 0.00201 0.19051 ± 0.00097 14.180 ± 0.073 % 80.082 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 459 7.9813 ± 0.0550 0.19771 ± 0.00201 0.19067 ± 0.00097 14.180 ± 0.073 % 80.087 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 460 7.9895 ± 0.0550 0.19759 ± 0.00201 0.19054 ± 0.00097 14.173 ± 0.072 % 80.082 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 461 7.9870 ± 0.0549 0.19775 ± 0.00201 0.19093 ± 0.00097 14.190 ± 0.072 % 80.071 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 462 7.9875 ± 0.0548 0.19798 ± 0.00201 0.19116 ± 0.00098 14.205 ± 0.073 % 80.066 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 463 7.9842 ± 0.0548 0.19899 ± 0.00202 0.19225 ± 0.00099 14.279 ± 0.073 % 80.052 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 464 7.9874 ± 0.0547 0.19888 ± 0.00201 0.19210 ± 0.00099 14.268 ± 0.073 % 80.061 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 465 8.0026 ± 0.0548 0.19870 ± 0.00201 0.19197 ± 0.00099 14.259 ± 0.073 % 80.067 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 466 8.0094 ± 0.0548 0.19868 ± 0.00201 0.19218 ± 0.00099 14.263 ± 0.073 % 80.057 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 467 8.0095 ± 0.0548 0.19884 ± 0.00201 0.19231 ± 0.00099 14.265 ± 0.073 % 80.057 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 468 8.0104 ± 0.0547 0.19865 ± 0.00201 0.19221 ± 0.00099 14.261 ± 0.073 % 80.059 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 469 8.0066 ± 0.0547 0.19843 ± 0.00200 0.19212 ± 0.00099 14.258 ± 0.073 % 80.072 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 470 8.0049 ± 0.0546 0.19827 ± 0.00200 0.19196 ± 0.00098 14.253 ± 0.073 % 80.082 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 471 8.0017 ± 0.0545 0.19822 ± 0.00200 0.19190 ± 0.00098 14.251 ± 0.073 % 80.086 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 472 7.9944 ± 0.0544 0.19807 ± 0.00199 0.19180 ± 0.00098 14.248 ± 0.072 % 80.098 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 473 7.9897 ± 0.0543 0.19823 ± 0.00199 0.19174 ± 0.00098 14.251 ± 0.072 % 80.104 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 474 7.9864 ± 0.0542 0.19822 ± 0.00199 0.19174 ± 0.00098 14.248 ± 0.072 % 80.116 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 475 7.9862 ± 0.0541 0.19829 ± 0.00199 0.19177 ± 0.00098 14.251 ± 0.072 % 80.112 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 476 7.9851 ± 0.0541 0.19827 ± 0.00199 0.19176 ± 0.00098 14.255 ± 0.072 % 80.115 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 477 7.9766 ± 0.0540 0.19815 ± 0.00198 0.19165 ± 0.00097 14.253 ± 0.072 % 80.120 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 478 7.9735 ± 0.0539 0.19815 ± 0.00198 0.19171 ± 0.00097 14.259 ± 0.072 % 80.124 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 479 7.9685 ± 0.0538 0.19811 ± 0.00198 0.19163 ± 0.00097 14.260 ± 0.072 % 80.133 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 480 7.9698 ± 0.0537 0.19813 ± 0.00198 0.19164 ± 0.00097 14.259 ± 0.072 % 80.126 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 481 7.9715 ± 0.0537 0.19810 ± 0.00197 0.19168 ± 0.00097 14.265 ± 0.072 % 80.130 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 482 7.9752 ± 0.0537 0.19805 ± 0.00197 0.19170 ± 0.00097 14.265 ± 0.072 % 80.136 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 483 7.9712 ± 0.0536 0.19848 ± 0.00197 0.19209 ± 0.00097 14.290 ± 0.072 % 80.120 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 484 7.9721 ± 0.0535 0.19839 ± 0.00197 0.19206 ± 0.00097 14.286 ± 0.072 % 80.117 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 485 7.9684 ± 0.0535 0.19839 ± 0.00197 0.19214 ± 0.00097 14.293 ± 0.072 % 80.126 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 486 7.9724 ± 0.0535 0.19833 ± 0.00197 0.19211 ± 0.00097 14.288 ± 0.071 % 80.134 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 487 7.9806 ± 0.0535 0.19851 ± 0.00197 0.19220 ± 0.00097 14.288 ± 0.071 % 80.134 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 488 7.9832 ± 0.0534 0.19867 ± 0.00196 0.19236 ± 0.00097 14.303 ± 0.071 % 80.126 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 489 7.9820 ± 0.0534 0.19846 ± 0.00196 0.19236 ± 0.00097 14.308 ± 0.071 % 80.124 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 490 7.9851 ± 0.0533 0.19829 ± 0.00196 0.19229 ± 0.00097 14.306 ± 0.071 % 80.116 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 491 7.9828 ± 0.0533 0.19823 ± 0.00196 0.19216 ± 0.00097 14.301 ± 0.071 % 80.122 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 492 7.9846 ± 0.0532 0.19825 ± 0.00195 0.19213 ± 0.00096 14.303 ± 0.071 % 80.121 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 493 7.9911 ± 0.0532 0.19814 ± 0.00195 0.19205 ± 0.00096 14.295 ± 0.071 % 80.111 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 494 7.9925 ± 0.0532 0.19807 ± 0.00195 0.19196 ± 0.00096 14.292 ± 0.071 % 80.121 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 495 7.9901 ± 0.0531 0.19818 ± 0.00195 0.19203 ± 0.00096 14.297 ± 0.071 % 80.117 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 496 7.9869 ± 0.0530 0.19821 ± 0.00195 0.19208 ± 0.00096 14.296 ± 0.071 % 80.102 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 497 7.9874 ± 0.0530 0.19827 ± 0.00194 0.19211 ± 0.00096 14.297 ± 0.071 % 80.110 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 498 7.9857 ± 0.0529 0.19827 ± 0.00194 0.19208 ± 0.00096 14.294 ± 0.071 % 80.103 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 499 7.9864 ± 0.0529 0.19831 ± 0.00194 0.19200 ± 0.00096 14.287 ± 0.070 % 80.098 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 500 7.9831 ± 0.0528 0.19841 ± 0.00194 0.19202 ± 0.00095 14.286 ± 0.070 % 80.096 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 501 7.9791 ± 0.0527 0.19858 ± 0.00194 0.19204 ± 0.00095 14.289 ± 0.070 % 80.095 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 502 7.9813 ± 0.0527 0.19853 ± 0.00193 0.19199 ± 0.00095 14.286 ± 0.070 % 80.095 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 503 7.9833 ± 0.0527 0.19840 ± 0.00193 0.19188 ± 0.00095 14.282 ± 0.070 % 80.098 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 504 7.9809 ± 0.0526 0.19848 ± 0.00193 0.19188 ± 0.00095 14.281 ± 0.070 % 80.100 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 505 7.9742 ± 0.0525 0.19840 ± 0.00193 0.19188 ± 0.00095 14.277 ± 0.070 % 80.094 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 506 7.9779 ± 0.0525 0.19848 ± 0.00193 0.19188 ± 0.00095 14.276 ± 0.070 % 80.105 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 507 7.9809 ± 0.0525 0.19838 ± 0.00192 0.19178 ± 0.00095 14.270 ± 0.070 % 80.117 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 508 7.9865 ± 0.0525 0.19827 ± 0.00192 0.19173 ± 0.00094 14.265 ± 0.070 % 80.115 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 509 7.9818 ± 0.0524 0.19818 ± 0.00192 0.19165 ± 0.00094 14.263 ± 0.070 % 80.116 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 510 7.9812 ± 0.0523 0.19806 ± 0.00192 0.19160 ± 0.00094 14.260 ± 0.070 % 80.123 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 511 7.9777 ± 0.0522 0.19850 ± 0.00192 0.19212 ± 0.00094 14.287 ± 0.070 % 80.104 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 512 7.9791 ± 0.0522 0.19831 ± 0.00192 0.19200 ± 0.00094 14.279 ± 0.070 % 80.107 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 513 7.9772 ± 0.0521 0.19821 ± 0.00191 0.19191 ± 0.00094 14.276 ± 0.069 % 80.116 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 514 7.9782 ± 0.0521 0.19822 ± 0.00191 0.19184 ± 0.00094 14.271 ± 0.069 % 80.124 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 515 7.9785 ± 0.0521 0.19830 ± 0.00191 0.19200 ± 0.00094 14.281 ± 0.069 % 80.120 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 516 7.9818 ± 0.0520 0.19821 ± 0.00191 0.19195 ± 0.00094 14.279 ± 0.069 % 80.122 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 517 7.9834 ± 0.0520 0.19810 ± 0.00191 0.19188 ± 0.00094 14.275 ± 0.069 % 80.126 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 518 7.9789 ± 0.0519 0.19821 ± 0.00191 0.19193 ± 0.00093 14.279 ± 0.069 % 80.119 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 519 7.9845 ± 0.0519 0.19872 ± 0.00191 0.19248 ± 0.00094 14.307 ± 0.069 % 80.101 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 520 7.9897 ± 0.0519 0.19863 ± 0.00191 0.19238 ± 0.00094 14.302 ± 0.069 % 80.102 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 521 7.9910 ± 0.0519 0.19856 ± 0.00190 0.19236 ± 0.00094 14.305 ± 0.069 % 80.106 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 522 8.0009 ± 0.0519 0.19851 ± 0.00190 0.19232 ± 0.00094 14.300 ± 0.069 % 80.107 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 523 8.0002 ± 0.0519 0.19868 ± 0.00190 0.19242 ± 0.00094 14.301 ± 0.069 % 80.104 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 524 7.9938 ± 0.0518 0.19854 ± 0.00190 0.19238 ± 0.00093 14.302 ± 0.069 % 80.109 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 525 7.9964 ± 0.0517 0.19858 ± 0.00190 0.19237 ± 0.00093 14.302 ± 0.069 % 80.104 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 526 8.0001 ± 0.0517 0.19869 ± 0.00189 0.19242 ± 0.00093 14.305 ± 0.069 % 80.099 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 527 8.0032 ± 0.0517 0.19855 ± 0.00189 0.19233 ± 0.00093 14.297 ± 0.069 % 80.094 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 528 8.0003 ± 0.0516 0.19861 ± 0.00189 0.19233 ± 0.00093 14.297 ± 0.069 % 80.102 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 529 7.9897 ± 0.0515 0.19852 ± 0.00189 0.19231 ± 0.00093 14.305 ± 0.068 % 80.109 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 530 7.9800 ± 0.0514 0.19845 ± 0.00189 0.19215 ± 0.00093 14.301 ± 0.068 % 80.118 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 531 7.9881 ± 0.0514 0.19841 ± 0.00188 0.19209 ± 0.00093 14.296 ± 0.068 % 80.119 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 532 7.9788 ± 0.0512 0.19815 ± 0.00188 0.19194 ± 0.00092 14.288 ± 0.068 % 80.128 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 533 7.9727 ± 0.0512 0.19811 ± 0.00188 0.19182 ± 0.00092 14.282 ± 0.068 % 80.140 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 534 7.9536 ± 0.0510 0.19787 ± 0.00188 0.19164 ± 0.00092 14.277 ± 0.068 % 80.165 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 535 7.9448 ± 0.0509 0.19777 ± 0.00187 0.19149 ± 0.00092 14.271 ± 0.068 % 80.172 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 536 7.9451 ± 0.0508 0.19783 ± 0.00187 0.19150 ± 0.00092 14.269 ± 0.068 % 80.172 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 537 7.9484 ± 0.0508 0.19780 ± 0.00187 0.19145 ± 0.00092 14.265 ± 0.068 % 80.169 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 538 7.9522 ± 0.0508 0.19773 ± 0.00187 0.19138 ± 0.00092 14.263 ± 0.068 % 80.173 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 539 7.9509 ± 0.0507 0.19758 ± 0.00187 0.19137 ± 0.00092 14.259 ± 0.068 % 80.173 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 540 7.9583 ± 0.0507 0.19761 ± 0.00186 0.19134 ± 0.00092 14.255 ± 0.068 % 80.168 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 541 7.9613 ± 0.0507 0.19767 ± 0.00186 0.19133 ± 0.00091 14.256 ± 0.068 % 80.165 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 542 7.9672 ± 0.0507 0.19752 ± 0.00186 0.19123 ± 0.00091 14.250 ± 0.067 % 80.166 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 543 7.9766 ± 0.0507 0.19767 ± 0.00186 0.19136 ± 0.00091 14.250 ± 0.067 % 80.151 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 544 7.9852 ± 0.0508 0.19761 ± 0.00186 0.19136 ± 0.00091 14.246 ± 0.067 % 80.151 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 545 7.9842 ± 0.0507 0.19758 ± 0.00186 0.19130 ± 0.00091 14.244 ± 0.067 % 80.157 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 546 7.9935 ± 0.0507 0.19756 ± 0.00186 0.19130 ± 0.00091 14.238 ± 0.067 % 80.157 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 547 7.9969 ± 0.0507 0.19743 ± 0.00185 0.19123 ± 0.00091 14.232 ± 0.067 % 80.156 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 548 7.9884 ± 0.0506 0.19904 ± 0.00186 0.19271 ± 0.00093 14.342 ± 0.068 % 80.125 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 549 7.9844 ± 0.0505 0.19909 ± 0.00186 0.19279 ± 0.00092 14.349 ± 0.068 % 80.130 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 550 7.9748 ± 0.0504 0.19902 ± 0.00186 0.19270 ± 0.00092 14.348 ± 0.068 % 80.141 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 551 7.9750 ± 0.0504 0.19898 ± 0.00186 0.19266 ± 0.00092 14.346 ± 0.067 % 80.142 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 552 7.9778 ± 0.0504 0.19888 ± 0.00186 0.19271 ± 0.00092 14.342 ± 0.067 % 80.142 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 553 7.9841 ± 0.0504 0.19891 ± 0.00185 0.19274 ± 0.00092 14.340 ± 0.067 % 80.137 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 554 7.9871 ± 0.0503 0.19908 ± 0.00185 0.19275 ± 0.00092 14.341 ± 0.067 % 80.146 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 555 7.9844 ± 0.0503 0.19897 ± 0.00185 0.19272 ± 0.00092 14.340 ± 0.067 % 80.146 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 556 7.9831 ± 0.0502 0.19901 ± 0.00185 0.19277 ± 0.00092 14.344 ± 0.067 % 80.152 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 557 7.9770 ± 0.0501 0.19929 ± 0.00185 0.19300 ± 0.00092 14.360 ± 0.067 % 80.157 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 558 7.9784 ± 0.0501 0.19920 ± 0.00185 0.19296 ± 0.00092 14.360 ± 0.067 % 80.159 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 559 7.9802 ± 0.0501 0.19907 ± 0.00185 0.19285 ± 0.00092 14.356 ± 0.067 % 80.158 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 560 7.9843 ± 0.0500 0.19907 ± 0.00184 0.19280 ± 0.00092 14.351 ± 0.067 % 80.155 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 561 7.9899 ± 0.0500 0.19900 ± 0.00184 0.19272 ± 0.00092 14.345 ± 0.067 % 80.164 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 562 8.0018 ± 0.0501 0.19887 ± 0.00184 0.19265 ± 0.00091 14.339 ± 0.067 % 80.163 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 563 7.9958 ± 0.0500 0.19886 ± 0.00184 0.19266 ± 0.00091 14.340 ± 0.067 % 80.169 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 564 7.9967 ± 0.0500 0.19880 ± 0.00184 0.19257 ± 0.00091 14.337 ± 0.067 % 80.175 ± 0.105 % - ====== Perplexity statistics ====== Mean PPL(Q) : 7.996693 ± 0.049993 Mean PPL(base) : 6.554978 ± 0.040159 @@ -2175,8 +35,3 @@ Median Δp: -0.894% Minimum Δp: -99.809% RMS Δp : 14.337 ± 0.067 % Same top p: 80.175 ± 0.105 % - -llama_perf_context_print: load time = 27707.62 ms -llama_perf_context_print: prompt eval time = 624052.62 ms / 288768 tokens ( 2.16 ms per token, 462.73 tokens per second) -llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) -llama_perf_context_print: total time = 739019.89 ms / 288769 tokens