diff --git "a/scores/Llama-Guard-3-8B-IQ3_S.log" "b/scores/Llama-Guard-3-8B-IQ3_S.log" --- "a/scores/Llama-Guard-3-8B-IQ3_S.log" +++ "b/scores/Llama-Guard-3-8B-IQ3_S.log" @@ -1,2144 +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-IQ3_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 = 26 -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 q4_K: 32 tensors -llama_model_loader: - type q6_K: 1 tensors -llama_model_loader: - type iq3_s: 193 tensors -print_info: file format = GGUF V3 (latest) -print_info: file type = IQ3_S - 3.4375 bpw -print_info: file size = 3.42 GiB (3.66 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' (iq3_s) (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 = 1079.25 MiB -load_tensors: CPU_Mapped model buffer size = 2425.02 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: 1.21 seconds per pass - ETA 11.37 minutes - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 1 4.1595 ± 0.5187 0.05006 ± 0.03361 0.10031 ± 0.02336 11.063 ± 2.007 % 90.588 ± 1.832 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 2 5.3126 ± 0.5247 0.08152 ± 0.02078 0.08686 ± 0.01237 9.697 ± 1.222 % 88.824 ± 1.397 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 3 5.4107 ± 0.4408 0.21456 ± 0.02655 0.18840 ± 0.01597 16.641 ± 1.059 % 84.575 ± 1.307 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 4 5.9122 ± 0.4141 0.18381 ± 0.02135 0.16367 ± 0.01226 14.888 ± 0.897 % 84.118 ± 1.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 5 6.2286 ± 0.3803 0.16171 ± 0.01780 0.14683 ± 0.00998 13.676 ± 0.787 % 84.941 ± 1.002 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 6 6.6090 ± 0.3689 0.15701 ± 0.01548 0.13826 ± 0.00855 12.804 ± 0.705 % 84.575 ± 0.924 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 7 6.9896 ± 0.3656 0.14901 ± 0.01397 0.13315 ± 0.00749 12.361 ± 0.643 % 84.370 ± 0.860 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 8 7.5000 ± 0.3821 0.13603 ± 0.01248 0.12531 ± 0.00660 11.761 ± 0.595 % 84.804 ± 0.795 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 9 8.0628 ± 0.3918 0.12823 ± 0.01154 0.12036 ± 0.00591 11.280 ± 0.553 % 84.880 ± 0.748 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 10 8.2356 ± 0.3780 0.12301 ± 0.01063 0.11526 ± 0.00534 10.917 ± 0.517 % 84.863 ± 0.710 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 11 8.4205 ± 0.3712 0.12374 ± 0.01003 0.11398 ± 0.00493 10.749 ± 0.485 % 84.742 ± 0.679 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 12 8.5532 ± 0.3632 0.12216 ± 0.00952 0.11541 ± 0.00468 10.672 ± 0.458 % 84.673 ± 0.651 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 13 8.9586 ± 0.3710 0.12070 ± 0.00916 0.11456 ± 0.00442 10.603 ± 0.437 % 84.706 ± 0.625 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 14 8.6177 ± 0.3423 0.11714 ± 0.00869 0.11204 ± 0.00413 10.466 ± 0.414 % 84.958 ± 0.598 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 15 8.5252 ± 0.3264 0.11439 ± 0.00829 0.11017 ± 0.00389 10.378 ± 0.392 % 84.967 ± 0.578 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 16 8.2834 ± 0.3060 0.11004 ± 0.00794 0.10929 ± 0.00369 10.409 ± 0.375 % 85.025 ± 0.559 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 17 8.2410 ± 0.2976 0.10917 ± 0.00771 0.10762 ± 0.00353 10.347 ± 0.364 % 85.283 ± 0.538 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 18 8.3579 ± 0.2956 0.10826 ± 0.00742 0.10756 ± 0.00340 10.230 ± 0.350 % 85.229 ± 0.524 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 19 8.1319 ± 0.2803 0.11096 ± 0.00725 0.11004 ± 0.00338 10.498 ± 0.345 % 85.325 ± 0.508 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 20 7.9977 ± 0.2663 0.11011 ± 0.00705 0.10980 ± 0.00327 10.458 ± 0.334 % 85.255 ± 0.497 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 21 7.9675 ± 0.2587 0.10758 ± 0.00691 0.10887 ± 0.00313 10.356 ± 0.322 % 85.303 ± 0.484 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 22 7.7021 ± 0.2427 0.11048 ± 0.00678 0.11068 ± 0.00306 10.508 ± 0.311 % 85.134 ± 0.475 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 23 7.4194 ± 0.2278 0.10979 ± 0.00660 0.11012 ± 0.00296 10.505 ± 0.301 % 85.303 ± 0.462 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 24 7.2552 ± 0.2177 0.10843 ± 0.00648 0.11072 ± 0.00291 10.467 ± 0.290 % 85.490 ± 0.450 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 25 7.0428 ± 0.2056 0.10733 ± 0.00631 0.11036 ± 0.00282 10.447 ± 0.281 % 85.553 ± 0.440 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 26 6.9381 ± 0.1973 0.11185 ± 0.00629 0.11316 ± 0.00288 10.602 ± 0.278 % 85.400 ± 0.434 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 27 6.8582 ± 0.1909 0.11039 ± 0.00613 0.11219 ± 0.00279 10.563 ± 0.271 % 85.534 ± 0.424 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 28 6.7737 ± 0.1841 0.10852 ± 0.00599 0.11192 ± 0.00272 10.483 ± 0.264 % 85.518 ± 0.417 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 29 6.8396 ± 0.1828 0.10799 ± 0.00590 0.11191 ± 0.00265 10.395 ± 0.258 % 85.450 ± 0.410 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 30 6.8274 ± 0.1792 0.10621 ± 0.00579 0.11166 ± 0.00257 10.329 ± 0.252 % 85.399 ± 0.404 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 31 6.8203 ± 0.1760 0.10454 ± 0.00575 0.11154 ± 0.00251 10.303 ± 0.246 % 85.250 ± 0.399 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 32 6.7711 ± 0.1713 0.10281 ± 0.00562 0.11073 ± 0.00244 10.263 ± 0.240 % 85.257 ± 0.392 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 33 6.8271 ± 0.1702 0.10630 ± 0.00566 0.11269 ± 0.00252 10.406 ± 0.245 % 85.146 ± 0.388 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 34 6.8723 ± 0.1688 0.10549 ± 0.00556 0.11260 ± 0.00246 10.331 ± 0.240 % 85.110 ± 0.382 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 35 6.9049 ± 0.1672 0.10432 ± 0.00546 0.11241 ± 0.00240 10.296 ± 0.235 % 85.087 ± 0.377 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 36 6.9969 ± 0.1676 0.10436 ± 0.00538 0.11272 ± 0.00236 10.255 ± 0.232 % 85.098 ± 0.372 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 37 6.9708 ± 0.1646 0.10373 ± 0.00529 0.11196 ± 0.00230 10.203 ± 0.227 % 85.077 ± 0.367 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 38 6.9973 ± 0.1635 0.10290 ± 0.00520 0.11089 ± 0.00225 10.123 ± 0.223 % 85.212 ± 0.361 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 39 7.0043 ± 0.1614 0.10353 ± 0.00514 0.11054 ± 0.00223 10.118 ± 0.221 % 85.299 ± 0.355 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 40 7.0342 ± 0.1599 0.10365 ± 0.00507 0.10985 ± 0.00218 10.087 ± 0.218 % 85.275 ± 0.351 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 41 7.0314 ± 0.1578 0.10292 ± 0.00499 0.10910 ± 0.00213 10.024 ± 0.214 % 85.222 ± 0.347 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 42 6.9795 ± 0.1541 0.10415 ± 0.00492 0.10881 ± 0.00209 10.011 ± 0.210 % 85.135 ± 0.344 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 43 7.0147 ± 0.1532 0.10357 ± 0.00484 0.10837 ± 0.00204 9.957 ± 0.207 % 85.171 ± 0.339 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 44 6.9647 ± 0.1503 0.10352 ± 0.00477 0.10779 ± 0.00201 9.960 ± 0.203 % 85.214 ± 0.335 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 45 7.0658 ± 0.1513 0.10310 ± 0.00469 0.10695 ± 0.00197 9.881 ± 0.201 % 85.159 ± 0.332 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 46 7.0747 ± 0.1499 0.10239 ± 0.00462 0.10617 ± 0.00193 9.844 ± 0.197 % 85.251 ± 0.327 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 47 7.0638 ± 0.1479 0.10176 ± 0.00455 0.10575 ± 0.00190 9.843 ± 0.196 % 85.248 ± 0.324 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 48 7.0345 ± 0.1457 0.10090 ± 0.00449 0.10528 ± 0.00186 9.808 ± 0.193 % 85.310 ± 0.320 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 49 7.0154 ± 0.1436 0.10047 ± 0.00443 0.10491 ± 0.00183 9.788 ± 0.191 % 85.362 ± 0.316 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 50 7.0856 ± 0.1441 0.10076 ± 0.00440 0.10498 ± 0.00181 9.739 ± 0.189 % 85.286 ± 0.314 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 51 7.1558 ± 0.1445 0.10049 ± 0.00435 0.10455 ± 0.00177 9.685 ± 0.186 % 85.260 ± 0.311 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 52 7.1205 ± 0.1420 0.10019 ± 0.00429 0.10432 ± 0.00175 9.660 ± 0.184 % 85.302 ± 0.308 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 53 7.2259 ± 0.1430 0.10035 ± 0.00425 0.10426 ± 0.00173 9.599 ± 0.181 % 85.313 ± 0.304 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 54 7.2376 ± 0.1421 0.09989 ± 0.00420 0.10441 ± 0.00171 9.588 ± 0.179 % 85.301 ± 0.302 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 55 7.2486 ± 0.1410 0.09889 ± 0.00416 0.10417 ± 0.00168 9.559 ± 0.177 % 85.305 ± 0.299 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 56 7.3063 ± 0.1412 0.09908 ± 0.00411 0.10382 ± 0.00165 9.516 ± 0.175 % 85.259 ± 0.297 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 57 7.3340 ± 0.1407 0.09863 ± 0.00409 0.10413 ± 0.00168 9.468 ± 0.173 % 85.236 ± 0.294 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 58 7.3571 ± 0.1400 0.09919 ± 0.00404 0.10425 ± 0.00166 9.461 ± 0.171 % 85.213 ± 0.292 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 59 7.3086 ± 0.1375 0.09914 ± 0.00400 0.10375 ± 0.00164 9.441 ± 0.169 % 85.218 ± 0.289 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 60 7.3646 ± 0.1376 0.09944 ± 0.00397 0.10414 ± 0.00163 9.440 ± 0.168 % 85.203 ± 0.287 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 61 7.4255 ± 0.1378 0.09889 ± 0.00393 0.10370 ± 0.00161 9.411 ± 0.166 % 85.214 ± 0.285 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 62 7.4733 ± 0.1375 0.09807 ± 0.00389 0.10323 ± 0.00158 9.374 ± 0.164 % 85.187 ± 0.283 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 63 7.5376 ± 0.1381 0.09768 ± 0.00386 0.10331 ± 0.00156 9.375 ± 0.163 % 85.079 ± 0.281 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 64 7.6054 ± 0.1385 0.09768 ± 0.00383 0.10313 ± 0.00154 9.357 ± 0.161 % 85.061 ± 0.279 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 65 7.5901 ± 0.1370 0.09768 ± 0.00380 0.10276 ± 0.00152 9.336 ± 0.159 % 85.074 ± 0.277 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 66 7.5898 ± 0.1357 0.09754 ± 0.00375 0.10231 ± 0.00150 9.291 ± 0.157 % 85.062 ± 0.275 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 67 7.5818 ± 0.1345 0.09765 ± 0.00372 0.10203 ± 0.00148 9.275 ± 0.155 % 85.069 ± 0.273 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 68 7.6163 ± 0.1343 0.09806 ± 0.00369 0.10174 ± 0.00146 9.253 ± 0.154 % 85.040 ± 0.271 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 69 7.6588 ± 0.1342 0.09752 ± 0.00366 0.10154 ± 0.00144 9.215 ± 0.153 % 85.013 ± 0.269 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 70 7.6895 ± 0.1339 0.09785 ± 0.00365 0.10228 ± 0.00144 9.225 ± 0.152 % 84.969 ± 0.267 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 71 7.6744 ± 0.1328 0.09748 ± 0.00362 0.10205 ± 0.00143 9.226 ± 0.150 % 85.015 ± 0.265 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 72 7.6439 ± 0.1314 0.09740 ± 0.00359 0.10218 ± 0.00144 9.236 ± 0.149 % 85.016 ± 0.263 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 73 7.6228 ± 0.1301 0.09814 ± 0.00358 0.10275 ± 0.00146 9.295 ± 0.150 % 85.001 ± 0.262 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 74 7.6403 ± 0.1296 0.09853 ± 0.00357 0.10337 ± 0.00147 9.290 ± 0.150 % 84.981 ± 0.260 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 75 7.5871 ± 0.1278 0.10066 ± 0.00361 0.10539 ± 0.00151 9.423 ± 0.153 % 84.925 ± 0.259 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 76 7.5554 ± 0.1262 0.10571 ± 0.00365 0.10860 ± 0.00155 9.653 ± 0.153 % 84.819 ± 0.258 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 77 7.5059 ± 0.1244 0.10519 ± 0.00362 0.10822 ± 0.00154 9.634 ± 0.152 % 84.899 ± 0.256 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 78 7.5144 ± 0.1237 0.10522 ± 0.00359 0.10837 ± 0.00152 9.622 ± 0.150 % 84.882 ± 0.254 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 79 7.5234 ± 0.1232 0.10476 ± 0.00356 0.10809 ± 0.00150 9.605 ± 0.149 % 84.845 ± 0.253 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 80 7.5394 ± 0.1225 0.10526 ± 0.00353 0.10794 ± 0.00149 9.598 ± 0.148 % 84.868 ± 0.251 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 81 7.5369 ± 0.1216 0.10560 ± 0.00350 0.10801 ± 0.00148 9.592 ± 0.146 % 84.861 ± 0.249 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 82 7.5573 ± 0.1212 0.10579 ± 0.00349 0.10811 ± 0.00147 9.587 ± 0.145 % 84.802 ± 0.248 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 83 7.5739 ± 0.1208 0.10570 ± 0.00345 0.10797 ± 0.00145 9.568 ± 0.144 % 84.819 ± 0.247 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 84 7.5674 ± 0.1199 0.10582 ± 0.00343 0.10770 ± 0.00144 9.556 ± 0.143 % 84.837 ± 0.245 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 85 7.5592 ± 0.1189 0.10534 ± 0.00339 0.10736 ± 0.00142 9.526 ± 0.141 % 84.863 ± 0.243 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 86 7.5483 ± 0.1179 0.10511 ± 0.00337 0.10729 ± 0.00141 9.515 ± 0.140 % 84.856 ± 0.242 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 87 7.6286 ± 0.1188 0.10455 ± 0.00334 0.10705 ± 0.00139 9.478 ± 0.139 % 84.801 ± 0.241 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 88 7.6247 ± 0.1179 0.10453 ± 0.00333 0.10689 �� 0.00138 9.455 ± 0.138 % 84.826 ± 0.240 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 89 7.6460 ± 0.1176 0.10422 ± 0.00331 0.10708 ± 0.00137 9.435 ± 0.137 % 84.794 ± 0.238 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 90 7.6574 ± 0.1171 0.10471 ± 0.00329 0.10697 ± 0.00136 9.425 ± 0.136 % 84.815 ± 0.237 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 91 7.6526 ± 0.1162 0.10465 ± 0.00327 0.10666 ± 0.00134 9.400 ± 0.135 % 84.835 ± 0.235 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 92 7.6513 ± 0.1156 0.10486 ± 0.00325 0.10660 ± 0.00133 9.408 ± 0.134 % 84.859 ± 0.234 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 93 7.6398 ± 0.1147 0.10487 ± 0.00323 0.10633 ± 0.00132 9.387 ± 0.133 % 84.832 ± 0.233 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 94 7.6466 ± 0.1141 0.10469 ± 0.00320 0.10625 ± 0.00131 9.368 ± 0.132 % 84.810 ± 0.232 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 95 7.6371 ± 0.1133 0.10468 ± 0.00319 0.10639 ± 0.00130 9.375 ± 0.131 % 84.797 ± 0.231 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 96 7.6602 ± 0.1131 0.10425 ± 0.00316 0.10634 ± 0.00129 9.374 ± 0.130 % 84.775 ± 0.230 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 97 7.6824 ± 0.1130 0.10485 ± 0.00314 0.10617 ± 0.00128 9.363 ± 0.129 % 84.815 ± 0.228 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 98 7.6817 ± 0.1125 0.10402 ± 0.00312 0.10590 ± 0.00127 9.353 ± 0.128 % 84.822 ± 0.227 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 99 7.6848 ± 0.1121 0.10464 ± 0.00312 0.10643 ± 0.00127 9.385 ± 0.128 % 84.801 ± 0.226 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 100 7.6721 ± 0.1114 0.10471 ± 0.00310 0.10622 ± 0.00127 9.374 ± 0.128 % 84.827 ± 0.225 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 101 7.6741 ± 0.1109 0.10509 ± 0.00309 0.10635 ± 0.00127 9.373 ± 0.127 % 84.807 ± 0.224 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 102 7.7042 ± 0.1110 0.10529 ± 0.00307 0.10622 ± 0.00126 9.371 ± 0.126 % 84.844 ± 0.222 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 103 7.7340 ± 0.1109 0.10531 ± 0.00306 0.10602 ± 0.00125 9.357 ± 0.126 % 84.847 ± 0.221 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 104 7.7848 ± 0.1114 0.10506 ± 0.00304 0.10604 ± 0.00125 9.352 ± 0.125 % 84.860 ± 0.220 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 105 7.7771 ± 0.1107 0.10548 ± 0.00303 0.10590 ± 0.00124 9.336 ± 0.124 % 84.896 ± 0.219 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 106 7.8340 ± 0.1112 0.10497 ± 0.00301 0.10569 ± 0.00123 9.313 ± 0.124 % 84.898 ± 0.218 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 107 7.8511 ± 0.1110 0.10444 ± 0.00298 0.10527 ± 0.00121 9.289 ± 0.123 % 84.911 ± 0.217 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 108 7.8593 ± 0.1106 0.10416 ± 0.00296 0.10499 ± 0.00121 9.287 ± 0.123 % 84.942 ± 0.216 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 109 7.8996 ± 0.1109 0.10419 ± 0.00295 0.10475 ± 0.00120 9.277 ± 0.122 % 84.918 ± 0.215 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 110 7.9418 ± 0.1112 0.10368 ± 0.00293 0.10448 ± 0.00119 9.253 ± 0.121 % 84.923 ± 0.214 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 111 7.9555 ± 0.1110 0.10317 ± 0.00292 0.10409 ± 0.00118 9.230 ± 0.120 % 84.957 ± 0.212 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 112 7.9193 ± 0.1099 0.10300 ± 0.00290 0.10386 ± 0.00117 9.214 ± 0.120 % 84.937 ± 0.212 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 113 7.9062 ± 0.1092 0.10316 ± 0.00289 0.10381 ± 0.00117 9.213 ± 0.119 % 84.963 ± 0.211 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 114 7.9037 ± 0.1087 0.10363 ± 0.00289 0.10412 ± 0.00117 9.236 ± 0.119 % 84.950 ± 0.210 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 115 7.8822 ± 0.1080 0.10410 ± 0.00288 0.10426 ± 0.00118 9.256 ± 0.119 % 85.006 ± 0.208 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 116 7.8816 ± 0.1075 0.10440 ± 0.00287 0.10453 ± 0.00117 9.272 ± 0.119 % 84.983 ± 0.208 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 117 7.8732 ± 0.1070 0.10484 ± 0.00286 0.10462 ± 0.00117 9.275 ± 0.118 % 85.004 ± 0.207 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 118 7.8557 ± 0.1062 0.10497 ± 0.00284 0.10462 ± 0.00116 9.287 ± 0.118 % 84.998 ± 0.206 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 119 7.8322 ± 0.1054 0.10443 ± 0.00283 0.10450 ± 0.00115 9.286 ± 0.117 % 85.002 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 120 7.8070 ± 0.1045 0.10435 ± 0.00282 0.10482 ± 0.00115 9.300 ± 0.117 % 84.964 ± 0.204 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 121 7.7877 ± 0.1038 0.10482 ± 0.00281 0.10516 ± 0.00115 9.330 ± 0.117 % 84.946 ± 0.204 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 122 7.7602 ± 0.1029 0.10464 ± 0.00279 0.10501 ± 0.00114 9.335 ± 0.116 % 84.947 ± 0.203 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 123 7.7270 ± 0.1020 0.10468 ± 0.00279 0.10559 ± 0.00116 9.408 ± 0.118 % 84.942 ± 0.202 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 124 7.6816 ± 0.1009 0.10515 ± 0.00279 0.10607 ± 0.00116 9.467 ± 0.118 % 84.940 ± 0.201 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 125 7.6331 ± 0.0997 0.10509 ± 0.00277 0.10602 ± 0.00116 9.477 ± 0.118 % 84.979 ± 0.200 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 126 7.5991 ± 0.0989 0.10561 ± 0.00277 0.10653 ± 0.00116 9.519 ± 0.117 % 84.967 ± 0.199 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 127 7.5677 ± 0.0980 0.10572 ± 0.00276 0.10665 ± 0.00116 9.542 ± 0.117 % 84.956 ± 0.199 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 128 7.5720 ± 0.0977 0.10619 ± 0.00276 0.10699 ± 0.00116 9.576 ± 0.117 % 84.933 ± 0.198 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 129 7.5669 ± 0.0971 0.10608 ± 0.00274 0.10676 ± 0.00116 9.567 ± 0.117 % 84.937 ± 0.197 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 130 7.5726 ± 0.0969 0.10628 ± 0.00274 0.10703 ± 0.00117 9.575 ± 0.117 % 84.908 ± 0.197 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 131 7.5720 ± 0.0965 0.10611 ± 0.00273 0.10708 ± 0.00117 9.583 ± 0.117 % 84.894 ± 0.196 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 132 7.5506 ± 0.0958 0.10584 ± 0.00271 0.10673 ± 0.00116 9.566 ± 0.116 % 84.938 ± 0.195 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 133 7.5247 ± 0.0950 0.10556 ± 0.00270 0.10646 ± 0.00115 9.561 ± 0.116 % 84.939 ± 0.194 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 134 7.5338 ± 0.0947 0.10547 ± 0.00268 0.10621 ± 0.00115 9.543 ± 0.115 % 84.949 ± 0.193 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 135 7.5272 ± 0.0943 0.10548 ± 0.00268 0.10645 ± 0.00115 9.542 ± 0.114 % 84.964 ± 0.193 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 136 7.5343 ± 0.0941 0.10531 ± 0.00267 0.10652 ± 0.00114 9.558 ± 0.114 % 84.960 ± 0.192 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 137 7.5474 ± 0.0939 0.10557 ± 0.00266 0.10648 ± 0.00113 9.554 ± 0.114 % 84.958 ± 0.191 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 138 7.5739 ± 0.0941 0.10530 ± 0.00265 0.10656 ± 0.00113 9.545 ± 0.113 % 84.970 ± 0.191 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 139 7.5937 ± 0.0941 0.10472 ± 0.00265 0.10651 ± 0.00112 9.537 ± 0.113 % 84.991 ± 0.190 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 140 7.5774 ± 0.0935 0.10518 ± 0.00264 0.10677 ± 0.00112 9.549 ± 0.112 % 84.992 ± 0.189 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 141 7.5439 ± 0.0927 0.10583 ± 0.00264 0.10710 ± 0.00112 9.593 ± 0.112 % 84.995 ± 0.188 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 142 7.5127 ± 0.0919 0.10571 ± 0.00263 0.10685 ± 0.00112 9.580 ± 0.112 % 85.026 ± 0.188 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 143 7.4617 ± 0.0908 0.10523 ± 0.00261 0.10653 ± 0.00111 9.570 ± 0.111 % 85.062 ± 0.187 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 144 7.4237 ± 0.0899 0.10480 ± 0.00260 0.10617 ± 0.00111 9.558 ± 0.111 % 85.082 ± 0.186 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 145 7.3740 ± 0.0889 0.10467 ± 0.00258 0.10593 ± 0.00110 9.558 ± 0.110 % 85.125 ± 0.185 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 146 7.3421 ± 0.0881 0.10467 ± 0.00258 0.10602 ± 0.00111 9.582 ± 0.110 % 85.130 ± 0.184 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 147 7.3131 ± 0.0874 0.10439 ± 0.00257 0.10593 ± 0.00110 9.599 ± 0.110 % 85.138 ± 0.184 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 148 7.2902 ± 0.0867 0.10410 ± 0.00255 0.10573 ± 0.00109 9.596 ± 0.110 % 85.148 ± 0.183 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 149 7.2655 ± 0.0861 0.10369 ± 0.00254 0.10551 ± 0.00109 9.589 ± 0.109 % 85.180 ± 0.182 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 150 7.2440 ± 0.0854 0.10339 ± 0.00253 0.10535 ± 0.00108 9.586 ± 0.109 % 85.184 ± 0.182 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 151 7.2094 ± 0.0846 0.10321 ± 0.00252 0.10549 ± 0.00108 9.632 ± 0.109 % 85.199 ± 0.181 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 152 7.1801 ± 0.0839 0.10302 ± 0.00251 0.10526 ± 0.00108 9.620 ± 0.109 % 85.193 ± 0.180 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 153 7.1523 ± 0.0831 0.10297 ± 0.00250 0.10519 ± 0.00107 9.615 ± 0.108 % 85.175 ± 0.180 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 154 7.1189 ± 0.0824 0.10311 ± 0.00249 0.10507 ± 0.00107 9.619 ± 0.108 % 85.182 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 155 7.0946 ± 0.0817 0.10282 ± 0.00248 0.10485 ± 0.00106 9.609 ± 0.107 % 85.194 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 156 7.0791 ± 0.0812 0.10294 ± 0.00247 0.10497 ± 0.00106 9.625 ± 0.107 % 85.173 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 157 7.0514 ± 0.0805 0.10285 ± 0.00246 0.10483 ± 0.00105 9.622 ± 0.106 % 85.178 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 158 7.0450 ± 0.0801 0.10270 ± 0.00245 0.10474 ± 0.00104 9.612 ± 0.106 % 85.168 ± 0.177 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 159 7.0191 ± 0.0795 0.10229 ± 0.00244 0.10440 ± 0.00104 9.595 ± 0.105 % 85.211 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 160 7.0083 ± 0.0792 0.10253 ± 0.00243 0.10436 ± 0.00104 9.592 ± 0.105 % 85.235 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 161 7.0256 ± 0.0793 0.10285 ± 0.00243 0.10453 ± 0.00103 9.603 ± 0.105 % 85.225 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 162 7.0259 ± 0.0790 0.10280 ± 0.00241 0.10440 ± 0.00103 9.596 ± 0.104 % 85.234 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 163 7.0437 ± 0.0790 0.10244 ± 0.00240 0.10420 ± 0.00102 9.578 ± 0.104 % 85.242 ± 0.174 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 164 7.0528 ± 0.0788 0.10251 ± 0.00240 0.10418 ± 0.00102 9.586 ± 0.104 % 85.230 ± 0.174 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 165 7.0823 ± 0.0790 0.10248 ± 0.00239 0.10423 ± 0.00102 9.592 ± 0.104 % 85.238 ± 0.173 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 166 7.1157 ± 0.0792 0.10237 ± 0.00238 0.10405 ± 0.00101 9.573 ± 0.104 % 85.216 ± 0.173 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 167 7.1355 ± 0.0792 0.10224 ± 0.00237 0.10397 ± 0.00101 9.564 ± 0.103 % 85.237 ± 0.172 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 168 7.1764 ± 0.0796 0.10207 ± 0.00236 0.10394 ± 0.00101 9.548 ± 0.103 % 85.222 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 169 7.1991 ± 0.0796 0.10254 ± 0.00236 0.10395 ± 0.00100 9.546 ± 0.103 % 85.207 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 170 7.2311 ± 0.0799 0.10239 ± 0.00235 0.10392 ± 0.00101 9.540 ± 0.103 % 85.181 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 171 7.2655 ± 0.0802 0.10214 ± 0.00234 0.10385 ± 0.00100 9.528 ± 0.102 % 85.176 ± 0.170 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 172 7.2754 ± 0.0801 0.10195 ± 0.00234 0.10376 ± 0.00100 9.521 ± 0.102 % 85.173 ± 0.170 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 173 7.2816 ± 0.0800 0.10182 ± 0.00233 0.10380 ± 0.00100 9.513 ± 0.102 % 85.146 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 174 7.2780 ± 0.0797 0.10161 ± 0.00232 0.10374 ± 0.00099 9.509 ± 0.101 % 85.148 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 175 7.3013 ± 0.0798 0.10157 ± 0.00231 0.10375 ± 0.00099 9.503 ± 0.101 % 85.141 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 176 7.3119 ± 0.0797 0.10178 ± 0.00231 0.10423 ± 0.00099 9.527 ± 0.101 % 85.120 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 177 7.3218 ± 0.0797 0.10233 ± 0.00231 0.10469 ± 0.00101 9.558 ± 0.101 % 85.114 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 178 7.3293 ± 0.0796 0.10239 ± 0.00230 0.10473 ± 0.00100 9.567 ± 0.100 % 85.098 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 179 7.3286 ± 0.0793 0.10248 ± 0.00229 0.10462 ± 0.00100 9.564 ± 0.100 % 85.107 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 180 7.3427 ± 0.0793 0.10244 ± 0.00229 0.10464 ± 0.00099 9.562 ± 0.100 % 85.098 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 181 7.3454 ± 0.0791 0.10231 ± 0.00228 0.10454 ± 0.00099 9.552 ± 0.100 % 85.105 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 182 7.3551 ± 0.0790 0.10228 ± 0.00227 0.10443 ± 0.00098 9.550 ± 0.099 % 85.100 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 183 7.3821 ± 0.0791 0.10232 ± 0.00226 0.10445 ± 0.00098 9.540 ± 0.099 % 85.100 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 184 7.3938 ± 0.0790 0.10198 ± 0.00226 0.10433 ± 0.00097 9.529 ± 0.098 % 85.115 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 185 7.4034 ± 0.0789 0.10197 ± 0.00225 0.10437 ± 0.00097 9.522 ± 0.098 % 85.111 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 186 7.4073 ± 0.0788 0.10179 ± 0.00224 0.10439 ± 0.00097 9.515 ± 0.098 % 85.138 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 187 7.4282 ± 0.0788 0.10184 ± 0.00224 0.10434 ± 0.00096 9.504 ± 0.097 % 85.117 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 188 7.4443 ± 0.0788 0.10178 ± 0.00223 0.10419 ± 0.00096 9.492 ± 0.097 % 85.086 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 189 7.4572 ± 0.0788 0.10194 ± 0.00222 0.10420 ± 0.00095 9.484 ± 0.097 % 85.094 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 190 7.4677 ± 0.0787 0.10172 ± 0.00221 0.10411 ± 0.00095 9.467 ± 0.096 % 85.090 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 191 7.4600 ± 0.0784 0.10149 ± 0.00221 0.10395 ± 0.00094 9.457 ± 0.096 % 85.119 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 192 7.4505 ± 0.0781 0.10118 ± 0.00220 0.10381 ± 0.00094 9.450 ± 0.096 % 85.137 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 193 7.4348 ± 0.0777 0.10077 ± 0.00219 0.10364 ± 0.00094 9.441 ± 0.095 % 85.147 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 194 7.4285 ± 0.0774 0.10084 ± 0.00219 0.10362 ± 0.00094 9.441 ± 0.095 % 85.155 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 195 7.4604 ± 0.0776 0.10061 ± 0.00218 0.10347 ± 0.00093 9.427 ± 0.095 % 85.156 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 196 7.4605 ± 0.0774 0.10123 ± 0.00218 0.10376 ± 0.00094 9.466 ± 0.095 % 85.148 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 197 7.4643 ± 0.0772 0.10163 ± 0.00218 0.10398 ± 0.00094 9.502 ± 0.096 % 85.112 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 198 7.4566 ± 0.0769 0.10182 ± 0.00217 0.10398 ± 0.00094 9.508 ± 0.095 % 85.126 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 199 7.4470 ± 0.0766 0.10175 ± 0.00217 0.10398 ± 0.00094 9.506 ± 0.095 % 85.141 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 200 7.4277 ± 0.0762 0.10164 ± 0.00216 0.10399 ± 0.00094 9.517 ± 0.095 % 85.147 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 201 7.4010 ± 0.0757 0.10175 ± 0.00215 0.10386 ± 0.00093 9.517 ± 0.095 % 85.164 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 202 7.3940 ± 0.0755 0.10186 ± 0.00215 0.10395 ± 0.00093 9.513 ± 0.094 % 85.176 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 203 7.3623 ± 0.0749 0.10307 ± 0.00215 0.10508 ± 0.00095 9.677 ± 0.097 % 85.148 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 204 7.3562 ± 0.0746 0.10315 ± 0.00215 0.10499 ± 0.00095 9.672 ± 0.096 % 85.152 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 205 7.3473 ± 0.0743 0.10302 ± 0.00214 0.10492 ± 0.00094 9.662 ± 0.096 % 85.155 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 206 7.3358 ± 0.0740 0.10306 ± 0.00213 0.10490 ± 0.00094 9.657 ± 0.096 % 85.163 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 207 7.3255 ± 0.0737 0.10317 ± 0.00213 0.10490 ± 0.00094 9.662 ± 0.095 % 85.168 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 208 7.3306 ± 0.0736 0.10299 ± 0.00212 0.10490 ± 0.00093 9.659 ± 0.095 % 85.155 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 209 7.3374 ± 0.0735 0.10315 ± 0.00212 0.10493 ± 0.00093 9.661 ± 0.095 % 85.149 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 210 7.3371 ± 0.0733 0.10339 ± 0.00211 0.10492 ± 0.00093 9.665 ± 0.095 % 85.158 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 211 7.3200 ± 0.0730 0.10342 ± 0.00211 0.10485 ± 0.00092 9.661 ± 0.094 % 85.171 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 212 7.2936 ± 0.0725 0.10352 ± 0.00210 0.10475 ± 0.00092 9.660 ± 0.094 % 85.198 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 213 7.2817 ± 0.0722 0.10345 ± 0.00209 0.10464 ± 0.00092 9.652 ± 0.094 % 85.205 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 214 7.2829 ± 0.0720 0.10320 ± 0.00209 0.10450 ± 0.00091 9.642 ± 0.093 % 85.213 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 215 7.2693 ± 0.0717 0.10304 ± 0.00208 0.10443 ± 0.00091 9.639 ± 0.093 % 85.233 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 216 7.2702 ± 0.0715 0.10298 ± 0.00208 0.10439 ± 0.00091 9.632 ± 0.093 % 85.216 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 217 7.2499 ± 0.0711 0.10306 ± 0.00207 0.10441 ± 0.00090 9.639 ± 0.092 % 85.212 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 218 7.2357 ± 0.0708 0.10306 ± 0.00207 0.10450 ± 0.00090 9.640 ± 0.092 % 85.206 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 219 7.2297 ± 0.0706 0.10314 ± 0.00206 0.10451 ± 0.00090 9.636 ± 0.092 % 85.205 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 220 7.2235 ± 0.0703 0.10319 ± 0.00206 0.10451 ± 0.00090 9.633 ± 0.091 % 85.194 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 221 7.2047 ± 0.0700 0.10312 ± 0.00205 0.10441 ± 0.00089 9.626 ± 0.091 % 85.206 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 222 7.1893 ± 0.0696 0.10306 ± 0.00205 0.10440 ± 0.00089 9.626 ± 0.091 % 85.208 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 223 7.1759 ± 0.0693 0.10317 ± 0.00204 0.10433 ± 0.00089 9.620 ± 0.091 % 85.218 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 224 7.1677 ± 0.0691 0.10315 ± 0.00204 0.10423 ± 0.00088 9.618 ± 0.090 % 85.212 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 225 7.1708 ± 0.0690 0.10319 ± 0.00203 0.10420 ± 0.00088 9.614 ± 0.090 % 85.213 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 226 7.1627 ± 0.0687 0.10319 ± 0.00203 0.10411 ± 0.00088 9.605 ± 0.090 % 85.211 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 227 7.1343 ± 0.0682 0.10550 ± 0.00204 0.10616 ± 0.00092 9.887 ± 0.094 % 85.188 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 228 7.1296 ± 0.0680 0.10556 ± 0.00204 0.10618 ± 0.00091 9.889 ± 0.094 % 85.187 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 229 7.1181 ± 0.0677 0.10534 ± 0.00203 0.10612 ± 0.00091 9.890 ± 0.094 % 85.201 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 230 7.1039 ± 0.0674 0.10537 ± 0.00203 0.10619 ± 0.00091 9.904 ± 0.094 % 85.209 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 231 7.1058 ± 0.0673 0.10546 ± 0.00202 0.10620 ± 0.00091 9.908 ± 0.093 % 85.220 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 232 7.1082 ± 0.0672 0.10505 ± 0.00202 0.10605 ± 0.00090 9.898 ± 0.093 % 85.230 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 233 7.1178 ± 0.0672 0.10503 ± 0.00201 0.10592 ± 0.00090 9.887 ± 0.093 % 85.239 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 234 7.1175 ± 0.0671 0.10528 ± 0.00201 0.10603 ± 0.00090 9.892 ± 0.093 % 85.242 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 235 7.1330 ± 0.0671 0.10509 ± 0.00201 0.10612 ± 0.00090 9.888 ± 0.092 % 85.222 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 236 7.1357 ± 0.0670 0.10497 ± 0.00200 0.10618 ± 0.00089 9.894 ± 0.092 % 85.214 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 237 7.1498 ± 0.0671 0.10474 ± 0.00200 0.10624 ± 0.00089 9.887 ± 0.092 % 85.201 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 238 7.1616 ± 0.0671 0.10456 ± 0.00199 0.10613 ± 0.00089 9.875 ± 0.092 % 85.210 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 239 7.1692 ± 0.0670 0.10445 ± 0.00199 0.10601 ± 0.00088 9.869 ± 0.092 % 85.206 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 240 7.1729 ± 0.0669 0.10436 ± 0.00198 0.10594 ± 0.00088 9.861 ± 0.091 % 85.206 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 241 7.1793 ± 0.0668 0.10437 ± 0.00198 0.10595 ± 0.00088 9.857 ± 0.091 % 85.199 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 242 7.1941 ± 0.0668 0.10428 ± 0.00197 0.10588 ± 0.00087 9.848 ± 0.091 % 85.197 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 243 7.1964 ± 0.0667 0.10412 ± 0.00197 0.10571 ± 0.00087 9.835 ± 0.091 % 85.193 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 244 7.2141 ± 0.0668 0.10396 ± 0.00196 0.10566 ± 0.00087 9.831 ± 0.090 % 85.204 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 245 7.2360 ± 0.0669 0.10400 ± 0.00196 0.10554 ± 0.00087 9.817 ± 0.090 % 85.208 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 246 7.2397 ± 0.0668 0.10399 ± 0.00195 0.10554 ± 0.00086 9.819 ± 0.090 % 85.222 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 247 7.2405 ± 0.0667 0.10410 ± 0.00195 0.10580 ± 0.00086 9.824 ± 0.090 % 85.212 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 248 7.2515 ± 0.0667 0.10419 ± 0.00195 0.10582 ± 0.00086 9.820 ± 0.089 % 85.210 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 249 7.2388 ± 0.0665 0.10383 ± 0.00194 0.10570 ± 0.00086 9.812 ± 0.089 % 85.227 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 250 7.2135 ± 0.0661 0.10399 ± 0.00194 0.10568 ± 0.00085 9.819 ± 0.089 % 85.236 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 251 7.2019 ± 0.0658 0.10410 ± 0.00193 0.10575 ± 0.00085 9.821 ± 0.089 % 85.220 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 252 7.1829 ± 0.0655 0.10407 ± 0.00193 0.10581 ± 0.00085 9.826 ± 0.088 % 85.229 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 253 7.1728 ± 0.0652 0.10403 ± 0.00193 0.10573 ± 0.00085 9.821 ± 0.088 % 85.230 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 254 7.1737 ± 0.0651 0.10418 ± 0.00192 0.10575 ± 0.00085 9.821 ± 0.088 % 85.228 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 255 7.1799 ± 0.0651 0.10400 ± 0.00192 0.10576 ± 0.00084 9.818 ± 0.088 % 85.226 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 256 7.1799 ± 0.0649 0.10405 ± 0.00192 0.10577 ± 0.00084 9.815 ± 0.087 % 85.214 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 257 7.1817 ± 0.0648 0.10403 ± 0.00191 0.10576 ± 0.00084 9.818 ± 0.087 % 85.212 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 258 7.1775 ± 0.0647 0.10392 ± 0.00191 0.10569 ± 0.00084 9.811 ± 0.087 % 85.221 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 259 7.1749 ± 0.0645 0.10396 ± 0.00190 0.10560 ± 0.00083 9.804 ± 0.087 % 85.228 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 260 7.1671 ± 0.0643 0.10397 ± 0.00190 0.10567 ± 0.00083 9.811 ± 0.087 % 85.217 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 261 7.1507 ± 0.0640 0.10387 ± 0.00190 0.10559 ± 0.00083 9.809 ± 0.086 % 85.235 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 262 7.1406 ± 0.0638 0.10393 ± 0.00189 0.10550 ± 0.00083 9.803 ± 0.086 % 85.239 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 263 7.1367 ± 0.0636 0.10404 ± 0.00189 0.10559 ± 0.00082 9.809 ± 0.086 % 85.229 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 264 7.1211 ± 0.0633 0.10382 ± 0.00188 0.10551 ± 0.00082 9.805 ± 0.086 % 85.257 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 265 7.1199 ± 0.0632 0.10368 ± 0.00188 0.10535 ± 0.00082 9.794 ± 0.086 % 85.271 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 266 7.1047 ± 0.0629 0.10374 ± 0.00188 0.10536 ± 0.00082 9.801 ± 0.085 % 85.273 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 267 7.0995 ± 0.0627 0.10360 ± 0.00187 0.10529 ± 0.00082 9.795 ± 0.085 % 85.270 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 268 7.0922 ± 0.0625 0.10361 ± 0.00187 0.10527 ± 0.00081 9.795 ± 0.085 % 85.266 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 269 7.0864 ± 0.0623 0.10345 ± 0.00186 0.10525 ± 0.00081 9.794 ± 0.085 % 85.267 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 270 7.0768 ± 0.0621 0.10344 ± 0.00186 0.10525 ± 0.00081 9.801 ± 0.085 % 85.275 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 271 7.0713 ± 0.0619 0.10326 ± 0.00186 0.10519 ± 0.00081 9.797 ± 0.085 % 85.275 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 272 7.0718 ± 0.0618 0.10372 ± 0.00185 0.10542 ± 0.00081 9.803 ± 0.084 % 85.258 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 273 7.0483 ± 0.0615 0.10381 ± 0.00185 0.10538 ± 0.00080 9.807 ± 0.084 % 85.270 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 274 7.0342 ± 0.0612 0.10391 ± 0.00185 0.10554 ± 0.00080 9.822 ± 0.084 % 85.263 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 275 7.0389 ± 0.0612 0.10388 ± 0.00184 0.10547 ± 0.00080 9.813 ± 0.084 % 85.266 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 276 7.0398 ± 0.0611 0.10420 ± 0.00184 0.10571 ± 0.00080 9.834 ± 0.084 % 85.271 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 277 7.0247 ± 0.0608 0.10397 ± 0.00184 0.10554 ± 0.00080 9.827 ± 0.083 % 85.292 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 278 7.0200 ± 0.0607 0.10425 ± 0.00184 0.10577 ± 0.00080 9.858 ± 0.084 % 85.277 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 279 7.0229 ± 0.0606 0.10435 ± 0.00183 0.10582 ± 0.00080 9.856 ± 0.083 % 85.277 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 280 7.0335 ± 0.0606 0.10421 ± 0.00183 0.10578 ± 0.00080 9.849 ± 0.083 % 85.279 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 281 7.0430 ± 0.0606 0.10416 ± 0.00183 0.10566 ± 0.00079 9.839 ± 0.083 % 85.282 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 282 7.0547 ± 0.0606 0.10403 ± 0.00183 0.10570 ± 0.00079 9.835 ± 0.083 % 85.279 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 283 7.0614 ± 0.0606 0.10404 ± 0.00182 0.10569 ± 0.00079 9.837 ± 0.083 % 85.295 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 284 7.0660 ± 0.0605 0.10409 ± 0.00182 0.10574 ± 0.00079 9.842 ± 0.083 % 85.283 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 285 7.0829 ± 0.0606 0.10409 ± 0.00182 0.10569 ± 0.00079 9.837 ± 0.083 % 85.288 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 286 7.0838 ± 0.0605 0.10396 ± 0.00181 0.10566 ± 0.00079 9.837 ± 0.082 % 85.278 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 287 7.0923 ± 0.0605 0.10392 ± 0.00181 0.10561 ± 0.00078 9.829 ± 0.082 % 85.272 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 288 7.0843 ± 0.0603 0.10399 ± 0.00181 0.10556 ± 0.00078 9.827 ± 0.082 % 85.285 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 289 7.0777 ± 0.0601 0.10385 ± 0.00180 0.10544 ± 0.00078 9.818 ± 0.082 % 85.298 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 290 7.0776 ± 0.0600 0.10372 ± 0.00180 0.10536 ± 0.00078 9.812 ± 0.082 % 85.302 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 291 7.0800 ± 0.0599 0.10382 ± 0.00180 0.10539 ± 0.00078 9.815 ± 0.081 % 85.295 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 292 7.0740 ± 0.0597 0.10399 ± 0.00179 0.10547 ± 0.00077 9.826 ± 0.081 % 85.299 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 293 7.0749 ± 0.0596 0.10386 ± 0.00179 0.10543 ± 0.00077 9.822 ± 0.081 % 85.300 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 294 7.0795 ± 0.0596 0.10363 ± 0.00179 0.10534 ± 0.00077 9.812 ± 0.081 % 85.299 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 295 7.0801 ± 0.0594 0.10365 ± 0.00178 0.10527 ± 0.00077 9.805 ± 0.081 % 85.304 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 296 7.0829 ± 0.0594 0.10360 ± 0.00178 0.10520 ± 0.00077 9.797 ± 0.080 % 85.307 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 297 7.0807 ± 0.0592 0.10348 ± 0.00177 0.10509 ± 0.00076 9.788 ± 0.080 % 85.323 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 298 7.0773 ± 0.0591 0.10340 ± 0.00177 0.10497 ± 0.00076 9.780 ± 0.080 % 85.322 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 299 7.0811 ± 0.0590 0.10337 ± 0.00177 0.10491 ± 0.00076 9.776 ± 0.080 % 85.318 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 300 7.0836 ± 0.0589 0.10329 ± 0.00176 0.10483 ± 0.00076 9.769 ± 0.080 % 85.312 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 301 7.0788 ± 0.0587 0.10321 ± 0.00176 0.10470 ± 0.00075 9.763 ± 0.079 % 85.322 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 302 7.0729 ± 0.0586 0.10330 ± 0.00175 0.10484 ± 0.00075 9.773 ± 0.079 % 85.320 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 303 7.0759 ± 0.0585 0.10327 ± 0.00175 0.10476 ± 0.00075 9.766 ± 0.079 % 85.326 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 304 7.0663 ± 0.0583 0.10332 ± 0.00175 0.10475 ± 0.00075 9.767 ± 0.079 % 85.333 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 305 7.0667 ± 0.0582 0.10365 ± 0.00175 0.10491 ± 0.00075 9.780 ± 0.079 % 85.328 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 306 7.0781 ± 0.0582 0.10351 ± 0.00174 0.10484 ± 0.00075 9.775 ± 0.079 % 85.329 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 307 7.0841 ± 0.0582 0.10336 ± 0.00174 0.10473 ± 0.00075 9.766 ± 0.079 % 85.334 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 308 7.0838 ± 0.0581 0.10326 ± 0.00174 0.10474 ± 0.00075 9.764 ± 0.079 % 85.328 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 309 7.0921 ± 0.0581 0.10337 ± 0.00173 0.10473 ± 0.00075 9.761 ± 0.078 % 85.321 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 310 7.0831 ± 0.0579 0.10309 ± 0.00173 0.10480 ± 0.00074 9.760 ± 0.078 % 85.327 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 311 7.0837 ± 0.0578 0.10310 ± 0.00173 0.10473 ± 0.00074 9.754 ± 0.078 % 85.315 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 312 7.0934 ± 0.0578 0.10319 ± 0.00173 0.10478 ± 0.00074 9.757 ± 0.078 % 85.319 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 313 7.1086 ± 0.0579 0.10331 ± 0.00172 0.10475 ± 0.00074 9.754 ± 0.078 % 85.326 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 314 7.1264 ± 0.0580 0.10319 ± 0.00172 0.10469 ± 0.00074 9.745 ± 0.078 % 85.315 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 315 7.1322 ± 0.0580 0.10313 ± 0.00172 0.10465 ± 0.00074 9.745 ± 0.078 % 85.318 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 316 7.1411 ± 0.0580 0.10303 ± 0.00171 0.10459 ± 0.00073 9.736 ± 0.077 % 85.311 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 317 7.1366 ± 0.0578 0.10284 ± 0.00171 0.10445 ± 0.00073 9.729 ± 0.077 % 85.336 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 318 7.1402 ± 0.0578 0.10293 ± 0.00171 0.10440 ± 0.00073 9.729 ± 0.077 % 85.331 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 319 7.1324 ± 0.0576 0.10284 ± 0.00170 0.10426 ± 0.00073 9.725 ± 0.077 % 85.355 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 320 7.1238 ± 0.0574 0.10265 ± 0.00170 0.10413 ± 0.00073 9.719 ± 0.077 % 85.366 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 321 7.1244 ± 0.0574 0.10268 ± 0.00170 0.10403 ± 0.00072 9.714 ± 0.077 % 85.379 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 322 7.1229 ± 0.0572 0.10268 ± 0.00169 0.10399 ± 0.00072 9.716 ± 0.077 % 85.381 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 323 7.1153 ± 0.0571 0.10248 ± 0.00169 0.10389 ± 0.00072 9.710 ± 0.076 % 85.394 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 324 7.1175 ± 0.0570 0.10217 ± 0.00168 0.10383 ± 0.00072 9.702 ± 0.076 % 85.395 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 325 7.1078 ± 0.0568 0.10209 ± 0.00168 0.10369 ± 0.00072 9.697 ± 0.076 % 85.423 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 326 7.1104 ± 0.0568 0.10201 ± 0.00168 0.10364 ± 0.00072 9.693 ± 0.076 % 85.435 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 327 7.1129 ± 0.0567 0.10209 ± 0.00167 0.10359 ± 0.00072 9.688 ± 0.076 % 85.446 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 328 7.1083 ± 0.0566 0.10214 ± 0.00167 0.10358 ± 0.00072 9.690 ± 0.076 % 85.438 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 329 7.1015 ± 0.0564 0.10206 ± 0.00167 0.10350 ± 0.00071 9.693 ± 0.076 % 85.457 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 330 7.0866 ± 0.0562 0.10196 ± 0.00167 0.10345 ± 0.00071 9.695 ± 0.075 % 85.457 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 331 7.0925 ± 0.0562 0.10200 ± 0.00166 0.10334 ± 0.00071 9.687 ± 0.075 % 85.452 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 332 7.0902 ± 0.0560 0.10187 ± 0.00166 0.10324 ± 0.00071 9.682 ± 0.075 % 85.454 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 333 7.0870 ± 0.0559 0.10191 ± 0.00166 0.10315 ± 0.00071 9.675 ± 0.075 % 85.464 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 334 7.0830 ± 0.0558 0.10178 ± 0.00165 0.10324 ± 0.00071 9.681 ± 0.075 % 85.455 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 335 7.0699 ± 0.0556 0.10178 ± 0.00165 0.10319 ± 0.00071 9.682 ± 0.075 % 85.462 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 336 7.0678 ± 0.0554 0.10175 ± 0.00165 0.10321 ± 0.00070 9.684 ± 0.075 % 85.452 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 337 7.0598 ± 0.0553 0.10167 ± 0.00165 0.10317 ± 0.00070 9.682 ± 0.074 % 85.439 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 338 7.0555 ± 0.0551 0.10168 ± 0.00164 0.10316 ± 0.00070 9.685 ± 0.074 % 85.441 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 339 7.0510 ± 0.0550 0.10169 ± 0.00164 0.10318 ± 0.00070 9.689 ± 0.074 % 85.443 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 340 7.0550 ± 0.0550 0.10173 ± 0.00164 0.10317 ± 0.00070 9.690 ± 0.074 % 85.421 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 341 7.0542 ± 0.0549 0.10163 ± 0.00163 0.10304 ± 0.00070 9.684 ± 0.074 % 85.421 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 342 7.0565 ± 0.0548 0.10149 ± 0.00163 0.10292 ± 0.00069 9.677 ± 0.074 % 85.425 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 343 7.0635 ± 0.0548 0.10133 ± 0.00163 0.10286 ± 0.00069 9.671 ± 0.074 % 85.420 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 344 7.0737 ± 0.0548 0.10120 ± 0.00163 0.10277 ± 0.00069 9.663 ± 0.074 % 85.422 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 345 7.0760 ± 0.0547 0.10116 ± 0.00162 0.10271 ± 0.00069 9.660 ± 0.074 % 85.422 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 346 7.0780 ± 0.0546 0.10129 ± 0.00162 0.10273 ± 0.00069 9.657 ± 0.073 % 85.420 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 347 7.0796 ± 0.0546 0.10127 ± 0.00162 0.10280 ± 0.00069 9.662 ± 0.073 % 85.413 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 348 7.0857 ± 0.0546 0.10114 ± 0.00162 0.10272 ± 0.00069 9.653 ± 0.073 % 85.420 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 349 7.0906 ± 0.0545 0.10120 ± 0.00161 0.10268 ± 0.00068 9.649 ± 0.073 % 85.418 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 350 7.0929 ± 0.0545 0.10119 ± 0.00161 0.10265 ± 0.00068 9.646 ± 0.073 % 85.430 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 351 7.0953 ± 0.0544 0.10133 ± 0.00161 0.10289 ± 0.00069 9.662 ± 0.073 % 85.422 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 352 7.0986 ± 0.0544 0.10116 ± 0.00161 0.10289 ± 0.00068 9.657 ± 0.073 % 85.404 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 353 7.1164 ± 0.0545 0.10109 ± 0.00161 0.10284 ± 0.00068 9.649 ± 0.073 % 85.410 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 354 7.1328 ± 0.0545 0.10089 ± 0.00160 0.10274 ± 0.00068 9.640 ± 0.073 % 85.394 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 355 7.1504 ± 0.0546 0.10096 ± 0.00160 0.10270 ± 0.00068 9.639 ± 0.072 % 85.392 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 356 7.1605 ± 0.0546 0.10090 ± 0.00160 0.10271 ± 0.00068 9.640 ± 0.072 % 85.404 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 357 7.1780 ± 0.0548 0.10092 ± 0.00160 0.10270 ± 0.00068 9.636 ± 0.072 % 85.398 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 358 7.1923 ± 0.0548 0.10096 ± 0.00159 0.10261 ± 0.00067 9.628 ± 0.072 % 85.396 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 359 7.2093 ± 0.0549 0.10094 ± 0.00159 0.10258 ± 0.00067 9.622 ± 0.072 % 85.401 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 360 7.2195 ± 0.0549 0.10087 ± 0.00159 0.10258 ± 0.00067 9.621 ± 0.072 % 85.393 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 361 7.2233 ± 0.0549 0.10080 ± 0.00158 0.10253 ± 0.00067 9.615 ± 0.072 % 85.390 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 362 7.2344 ± 0.0549 0.10068 ± 0.00158 0.10247 ± 0.00067 9.609 ± 0.072 % 85.385 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 363 7.2402 ± 0.0549 0.10060 ± 0.00158 0.10242 ± 0.00067 9.604 ± 0.072 % 85.385 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 364 7.2382 ± 0.0548 0.10054 ± 0.00158 0.10236 ± 0.00067 9.600 ± 0.071 % 85.384 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 365 7.2473 ± 0.0548 0.10051 ± 0.00157 0.10235 ± 0.00066 9.596 ± 0.071 % 85.370 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 366 7.2622 ± 0.0549 0.10054 ± 0.00157 0.10241 ± 0.00066 9.591 ± 0.071 % 85.359 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 367 7.2707 ± 0.0549 0.10049 ± 0.00157 0.10235 ± 0.00066 9.586 ± 0.071 % 85.364 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 368 7.2782 ± 0.0549 0.10048 ± 0.00157 0.10225 ± 0.00066 9.578 ± 0.071 % 85.367 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 369 7.2831 ± 0.0549 0.10039 ± 0.00156 0.10232 ± 0.00066 9.581 ± 0.071 % 85.363 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 370 7.2935 ± 0.0549 0.10025 ± 0.00156 0.10225 ± 0.00066 9.573 ± 0.071 % 85.359 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 371 7.3088 ± 0.0549 0.10034 ± 0.00156 0.10223 ± 0.00066 9.569 ± 0.071 % 85.357 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 372 7.3219 ± 0.0550 0.10024 ± 0.00156 0.10215 ± 0.00066 9.560 ± 0.070 % 85.350 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 373 7.3219 ± 0.0549 0.10011 ± 0.00155 0.10211 ± 0.00065 9.559 ± 0.070 % 85.362 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 374 7.3197 ± 0.0548 0.10020 ± 0.00155 0.10213 ± 0.00066 9.561 ± 0.070 % 85.364 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 375 7.3129 ± 0.0547 0.09996 ± 0.00155 0.10201 ± 0.00065 9.553 ± 0.070 % 85.355 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 376 7.3171 ± 0.0547 0.09991 ± 0.00155 0.10194 ± 0.00065 9.548 ± 0.070 % 85.359 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 377 7.3334 ± 0.0548 0.09995 ± 0.00155 0.10195 ± 0.00065 9.547 ± 0.070 % 85.364 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 378 7.3475 ± 0.0548 0.09988 ± 0.00154 0.10189 ± 0.00065 9.539 ± 0.070 % 85.371 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 379 7.3461 ± 0.0548 0.09983 ± 0.00154 0.10185 ± 0.00065 9.535 ± 0.070 % 85.370 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 380 7.3444 ± 0.0547 0.09995 ± 0.00154 0.10186 ± 0.00065 9.540 ± 0.070 % 85.358 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 381 7.3367 ± 0.0545 0.09989 ± 0.00154 0.10179 ± 0.00065 9.538 ± 0.070 % 85.365 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 382 7.3391 ± 0.0545 0.09984 ± 0.00153 0.10175 ± 0.00065 9.535 ± 0.070 % 85.361 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 383 7.3456 ± 0.0544 0.09975 ± 0.00153 0.10173 ± 0.00064 9.534 ± 0.069 % 85.364 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 384 7.3488 ± 0.0544 0.09976 ± 0.00153 0.10166 ± 0.00064 9.527 ± 0.069 % 85.367 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 385 7.3522 ± 0.0543 0.09977 ± 0.00153 0.10166 ± 0.00064 9.525 ± 0.069 % 85.366 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 386 7.3553 ± 0.0543 0.09982 ± 0.00152 0.10163 ± 0.00064 9.524 ± 0.069 % 85.365 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 387 7.3603 ± 0.0543 0.09977 ± 0.00152 0.10162 ± 0.00064 9.520 ± 0.069 % 85.370 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 388 7.3646 ± 0.0542 0.09968 ± 0.00152 0.10159 ± 0.00064 9.518 ± 0.069 % 85.360 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 389 7.3674 ± 0.0542 0.09970 ± 0.00152 0.10156 ± 0.00064 9.516 ± 0.069 % 85.369 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 390 7.3554 ± 0.0540 0.10088 ± 0.00153 0.10255 ± 0.00066 9.626 ± 0.070 % 85.346 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 391 7.3441 ± 0.0539 0.10176 ± 0.00153 0.10328 ± 0.00066 9.715 ± 0.071 % 85.330 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 392 7.3374 ± 0.0537 0.10202 ± 0.00153 0.10345 ± 0.00066 9.728 ± 0.071 % 85.313 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 393 7.3416 ± 0.0537 0.10202 ± 0.00153 0.10366 ± 0.00066 9.731 ± 0.071 % 85.311 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 394 7.3418 ± 0.0536 0.10215 ± 0.00153 0.10375 ± 0.00066 9.729 ± 0.071 % 85.310 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 395 7.3377 ± 0.0535 0.10215 ± 0.00153 0.10383 ± 0.00066 9.726 ± 0.070 % 85.298 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 396 7.3396 ± 0.0535 0.10247 ± 0.00153 0.10403 ± 0.00066 9.735 ± 0.070 % 85.290 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 397 7.3515 ± 0.0535 0.10242 ± 0.00153 0.10399 ± 0.00066 9.730 ± 0.070 % 85.284 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 398 7.3483 ± 0.0534 0.10262 ± 0.00153 0.10417 ± 0.00066 9.741 ± 0.070 % 85.285 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 399 7.3429 ± 0.0533 0.10265 ± 0.00152 0.10417 ± 0.00066 9.741 ± 0.070 % 85.283 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 400 7.3530 ± 0.0533 0.10271 ± 0.00152 0.10422 ± 0.00066 9.737 ± 0.070 % 85.274 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 401 7.3514 ± 0.0532 0.10272 ± 0.00152 0.10417 ± 0.00066 9.731 ± 0.070 % 85.274 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 402 7.3421 ± 0.0531 0.10287 ± 0.00152 0.10426 ± 0.00066 9.745 ± 0.070 % 85.282 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 403 7.3418 ± 0.0530 0.10317 ± 0.00152 0.10445 ± 0.00066 9.754 ± 0.070 % 85.270 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 404 7.3408 ± 0.0529 0.10329 ± 0.00152 0.10454 ± 0.00066 9.763 ± 0.070 % 85.268 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 405 7.3429 ± 0.0529 0.10348 ± 0.00152 0.10465 ± 0.00066 9.769 ± 0.069 % 85.260 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 406 7.3446 ± 0.0528 0.10400 ± 0.00152 0.10505 ± 0.00066 9.812 ± 0.070 % 85.251 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 407 7.3446 ± 0.0527 0.10407 ± 0.00152 0.10511 ± 0.00066 9.815 ± 0.070 % 85.251 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 408 7.3392 ± 0.0526 0.10415 ± 0.00151 0.10501 ± 0.00066 9.810 ± 0.070 % 85.269 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 409 7.3443 ± 0.0526 0.10432 ± 0.00151 0.10513 ± 0.00066 9.820 ± 0.070 % 85.255 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 410 7.3361 ± 0.0525 0.10467 ± 0.00151 0.10539 ± 0.00066 9.858 ± 0.070 % 85.249 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 411 7.3366 ± 0.0524 0.10521 ± 0.00151 0.10561 ± 0.00066 9.869 ± 0.070 % 85.245 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 412 7.3264 ± 0.0523 0.10561 ± 0.00152 0.10590 ± 0.00066 9.887 ± 0.070 % 85.240 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 413 7.3264 ± 0.0522 0.10595 ± 0.00151 0.10600 ± 0.00066 9.892 ± 0.069 % 85.235 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 414 7.3334 ± 0.0522 0.10594 ± 0.00151 0.10620 ± 0.00066 9.899 ± 0.069 % 85.228 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 415 7.3381 ± 0.0522 0.10582 ± 0.00151 0.10614 ± 0.00066 9.893 ± 0.069 % 85.227 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 416 7.3380 ± 0.0521 0.10576 ± 0.00151 0.10609 ± 0.00066 9.888 ± 0.069 % 85.237 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 417 7.3336 ± 0.0520 0.10610 ± 0.00151 0.10637 ± 0.00066 9.912 ± 0.069 % 85.230 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 418 7.3377 ± 0.0520 0.10634 ± 0.00151 0.10640 ± 0.00066 9.919 ± 0.069 % 85.238 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 419 7.3317 ± 0.0519 0.10674 ± 0.00151 0.10671 ± 0.00067 9.951 ± 0.069 % 85.237 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 420 7.3310 ± 0.0518 0.10679 ± 0.00151 0.10689 ± 0.00067 9.960 ± 0.069 % 85.223 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 421 7.3336 ± 0.0518 0.10672 ± 0.00151 0.10690 ± 0.00067 9.958 ± 0.069 % 85.230 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 422 7.3313 ± 0.0517 0.10696 ± 0.00151 0.10691 ± 0.00066 9.958 ± 0.069 % 85.229 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 423 7.3348 ± 0.0516 0.10696 ± 0.00151 0.10702 ± 0.00066 9.960 ± 0.069 % 85.219 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 424 7.3297 ± 0.0515 0.10714 ± 0.00150 0.10711 ± 0.00066 9.969 ± 0.069 % 85.220 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 425 7.3156 ± 0.0513 0.10717 ± 0.00150 0.10714 ± 0.00066 9.979 ± 0.069 % 85.227 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 426 7.3167 ± 0.0513 0.10716 ± 0.00150 0.10714 ± 0.00066 9.976 ± 0.069 % 85.230 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 427 7.3156 ± 0.0512 0.10730 ± 0.00150 0.10724 ± 0.00066 9.986 ± 0.069 % 85.232 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 428 7.3113 ± 0.0512 0.10733 ± 0.00150 0.10739 ± 0.00066 10.002 ± 0.069 % 85.235 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 429 7.3041 ± 0.0510 0.10761 ± 0.00150 0.10757 ± 0.00066 10.021 ± 0.069 % 85.236 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 430 7.3027 ± 0.0510 0.10758 ± 0.00150 0.10782 ± 0.00066 10.028 ± 0.068 % 85.233 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 431 7.2942 ± 0.0508 0.10758 ± 0.00150 0.10788 ± 0.00066 10.033 ± 0.068 % 85.230 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 432 7.2894 ± 0.0507 0.10756 ± 0.00150 0.10791 ± 0.00066 10.034 ± 0.068 % 85.232 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 433 7.2873 ± 0.0507 0.10747 ± 0.00150 0.10794 ± 0.00066 10.031 ± 0.068 % 85.229 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 434 7.2883 ± 0.0506 0.10756 ± 0.00149 0.10796 ± 0.00066 10.035 ± 0.068 % 85.225 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 435 7.2759 ± 0.0504 0.10778 ± 0.00150 0.10817 ± 0.00066 10.045 ± 0.068 % 85.222 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 436 7.2778 ± 0.0504 0.10778 ± 0.00149 0.10821 ± 0.00066 10.044 ± 0.068 % 85.223 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 437 7.2740 ± 0.0503 0.10781 ± 0.00149 0.10813 ± 0.00066 10.038 ± 0.068 % 85.229 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 438 7.2715 ± 0.0502 0.10790 ± 0.00149 0.10819 ± 0.00066 10.044 ± 0.068 % 85.229 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 439 7.2702 ± 0.0502 0.10784 ± 0.00149 0.10822 ± 0.00066 10.046 ± 0.068 % 85.230 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 440 7.2690 ± 0.0501 0.10781 ± 0.00149 0.10827 ± 0.00066 10.045 ± 0.068 % 85.228 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 441 7.2711 ± 0.0501 0.10782 ± 0.00149 0.10826 ± 0.00066 10.043 ± 0.068 % 85.224 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 442 7.2724 ± 0.0500 0.10781 ± 0.00149 0.10821 ± 0.00066 10.038 ± 0.067 % 85.212 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 443 7.2885 ± 0.0501 0.10789 ± 0.00148 0.10829 ± 0.00066 10.040 ± 0.067 % 85.205 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 444 7.2907 ± 0.0501 0.10800 ± 0.00148 0.10841 ± 0.00066 10.050 ± 0.067 % 85.208 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 445 7.2873 ± 0.0500 0.10785 ± 0.00148 0.10841 ± 0.00065 10.048 ± 0.067 % 85.213 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 446 7.2861 ± 0.0499 0.10799 ± 0.00148 0.10843 ± 0.00065 10.048 ± 0.067 % 85.214 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 447 7.2850 ± 0.0499 0.10810 ± 0.00148 0.10854 ± 0.00065 10.056 ± 0.067 % 85.218 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 448 7.2904 ± 0.0499 0.10808 ± 0.00148 0.10854 ± 0.00065 10.055 ± 0.067 % 85.219 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 449 7.2901 ± 0.0498 0.10812 ± 0.00147 0.10854 ± 0.00065 10.054 ± 0.067 % 85.212 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 450 7.2887 ± 0.0497 0.10802 ± 0.00147 0.10854 ± 0.00065 10.055 ± 0.067 % 85.220 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 451 7.2902 ± 0.0497 0.10804 ± 0.00147 0.10856 ± 0.00065 10.058 ± 0.067 % 85.221 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 452 7.2971 ± 0.0497 0.10799 ± 0.00147 0.10853 ± 0.00065 10.052 ± 0.067 % 85.220 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 453 7.3010 ± 0.0497 0.10791 ± 0.00147 0.10854 ± 0.00065 10.050 ± 0.067 % 85.228 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 454 7.3014 ± 0.0496 0.10790 ± 0.00147 0.10857 ± 0.00065 10.047 ± 0.067 % 85.228 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 455 7.3052 ± 0.0496 0.10800 ± 0.00147 0.10861 ± 0.00065 10.050 ± 0.067 % 85.220 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 456 7.3000 ± 0.0495 0.10806 ± 0.00146 0.10863 ± 0.00065 10.055 ± 0.067 % 85.224 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 457 7.3035 ± 0.0495 0.10825 ± 0.00146 0.10870 ± 0.00065 10.059 ± 0.066 % 85.222 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 458 7.2945 ± 0.0494 0.10845 ± 0.00146 0.10872 ± 0.00065 10.065 ± 0.066 % 85.228 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 459 7.3001 ± 0.0493 0.10848 ± 0.00146 0.10878 ± 0.00065 10.068 ± 0.066 % 85.229 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 460 7.3079 ± 0.0494 0.10840 ± 0.00146 0.10872 ± 0.00065 10.063 ± 0.066 % 85.227 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 461 7.3051 ± 0.0493 0.10851 ± 0.00146 0.10888 ± 0.00065 10.074 ± 0.066 % 85.227 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 462 7.3045 ± 0.0492 0.10859 ± 0.00146 0.10893 ± 0.00065 10.083 ± 0.066 % 85.223 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 463 7.2951 ± 0.0491 0.10872 ± 0.00146 0.10915 ± 0.00065 10.113 ± 0.067 % 85.228 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 464 7.2980 ± 0.0491 0.10861 ± 0.00146 0.10908 ± 0.00065 10.107 ± 0.067 % 85.231 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 465 7.3126 ± 0.0492 0.10853 ± 0.00146 0.10902 ± 0.00065 10.100 ± 0.066 % 85.229 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 466 7.3192 ± 0.0492 0.10856 ± 0.00145 0.10907 ± 0.00065 10.099 ± 0.066 % 85.225 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 467 7.3186 ± 0.0491 0.10863 ± 0.00145 0.10917 ± 0.00065 10.103 ± 0.066 % 85.232 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 468 7.3212 ± 0.0491 0.10868 ± 0.00145 0.10915 ± 0.00065 10.103 ± 0.066 % 85.230 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 469 7.3193 ± 0.0490 0.10867 ± 0.00145 0.10912 ± 0.00065 10.103 ± 0.066 % 85.235 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 470 7.3185 ± 0.0490 0.10861 ± 0.00145 0.10903 ± 0.00064 10.097 ± 0.066 % 85.239 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 471 7.3159 ± 0.0489 0.10861 ± 0.00145 0.10903 ± 0.00064 10.099 ± 0.066 % 85.242 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 472 7.3098 ± 0.0488 0.10855 ± 0.00144 0.10898 ± 0.00064 10.097 ± 0.066 % 85.239 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 473 7.3038 ± 0.0487 0.10846 ± 0.00144 0.10887 ± 0.00064 10.091 ± 0.066 % 85.250 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 474 7.2993 ± 0.0486 0.10825 ± 0.00144 0.10886 ± 0.00064 10.087 ± 0.066 % 85.254 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 475 7.2979 ± 0.0486 0.10817 ± 0.00144 0.10881 ± 0.00064 10.085 ± 0.066 % 85.258 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 476 7.2966 ± 0.0485 0.10810 ± 0.00144 0.10876 ± 0.00064 10.083 ± 0.066 % 85.264 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 477 7.2893 ± 0.0484 0.10805 ± 0.00143 0.10866 ± 0.00064 10.076 ± 0.066 % 85.273 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 478 7.2863 ± 0.0483 0.10802 ± 0.00143 0.10864 ± 0.00064 10.073 ± 0.066 % 85.272 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 479 7.2815 ± 0.0482 0.10795 ± 0.00143 0.10858 ± 0.00064 10.071 ± 0.065 % 85.276 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 480 7.2817 ± 0.0482 0.10783 ± 0.00143 0.10852 ± 0.00063 10.066 ± 0.065 % 85.279 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 481 7.2835 ± 0.0481 0.10785 ± 0.00143 0.10852 ± 0.00063 10.064 ± 0.065 % 85.287 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 482 7.2868 ± 0.0481 0.10778 ± 0.00142 0.10851 ± 0.00063 10.066 ± 0.065 % 85.296 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 483 7.2825 ± 0.0480 0.10812 ± 0.00142 0.10879 ± 0.00064 10.093 ± 0.065 % 85.292 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 484 7.2833 ± 0.0480 0.10802 ± 0.00142 0.10875 ± 0.00063 10.090 ± 0.065 % 85.298 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 485 7.2799 ± 0.0479 0.10801 ± 0.00142 0.10872 ± 0.00063 10.092 ± 0.065 % 85.304 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 486 7.2836 ± 0.0479 0.10798 ± 0.00142 0.10875 ± 0.00063 10.092 ± 0.065 % 85.297 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 487 7.2905 ± 0.0479 0.10807 ± 0.00142 0.10882 ± 0.00063 10.096 ± 0.065 % 85.301 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 488 7.2922 ± 0.0479 0.10813 ± 0.00142 0.10887 ± 0.00063 10.099 ± 0.065 % 85.297 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 489 7.2922 ± 0.0479 0.10807 ± 0.00142 0.10883 ± 0.00063 10.100 ± 0.065 % 85.304 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 490 7.2953 ± 0.0478 0.10794 ± 0.00141 0.10877 ± 0.00063 10.094 ± 0.065 % 85.309 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 491 7.2932 ± 0.0478 0.10788 ± 0.00141 0.10868 ± 0.00063 10.090 ± 0.065 % 85.317 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 492 7.2944 ± 0.0477 0.10785 ± 0.00141 0.10864 ± 0.00063 10.086 ± 0.065 % 85.320 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 493 7.3005 ± 0.0477 0.10776 ± 0.00141 0.10863 ± 0.00063 10.081 ± 0.065 % 85.318 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 494 7.3020 ± 0.0477 0.10771 ± 0.00141 0.10856 ± 0.00063 10.076 ± 0.065 % 85.324 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 495 7.2993 ± 0.0476 0.10776 ± 0.00141 0.10855 ± 0.00063 10.072 ± 0.064 % 85.324 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 496 7.2968 ± 0.0476 0.10785 ± 0.00140 0.10856 ± 0.00062 10.070 ± 0.064 % 85.319 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 497 7.2964 ± 0.0475 0.10779 ± 0.00140 0.10855 ± 0.00062 10.067 ± 0.064 % 85.322 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 498 7.2942 ± 0.0475 0.10769 ± 0.00140 0.10851 ± 0.00062 10.062 ± 0.064 % 85.325 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 499 7.2946 ± 0.0474 0.10771 ± 0.00140 0.10846 ± 0.00062 10.059 ± 0.064 % 85.321 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 500 7.2915 ± 0.0473 0.10778 ± 0.00140 0.10845 ± 0.00062 10.059 ± 0.064 % 85.320 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 501 7.2864 ± 0.0473 0.10776 ± 0.00140 0.10842 ± 0.00062 10.059 ± 0.064 % 85.320 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 502 7.2886 ± 0.0472 0.10773 ± 0.00139 0.10839 ± 0.00062 10.058 ± 0.064 % 85.329 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 503 7.2905 ± 0.0472 0.10762 ± 0.00139 0.10829 ± 0.00062 10.051 ± 0.064 % 85.342 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 504 7.2878 ± 0.0471 0.10763 ± 0.00139 0.10829 ± 0.00062 10.049 ± 0.064 % 85.343 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 505 7.2823 ± 0.0470 0.10765 ± 0.00139 0.10826 ± 0.00062 10.047 ± 0.064 % 85.337 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 506 7.2848 ± 0.0470 0.10759 ± 0.00139 0.10822 ± 0.00061 10.044 ± 0.063 % 85.346 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 507 7.2870 ± 0.0470 0.10743 ± 0.00139 0.10815 ± 0.00061 10.038 ± 0.063 % 85.353 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 508 7.2932 ± 0.0470 0.10746 ± 0.00139 0.10818 ± 0.00061 10.041 ± 0.063 % 85.349 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 509 7.2888 ± 0.0469 0.10735 ± 0.00138 0.10809 ± 0.00061 10.035 ± 0.063 % 85.348 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 510 7.2888 ± 0.0469 0.10730 ± 0.00138 0.10805 ± 0.00061 10.032 ± 0.063 % 85.343 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 511 7.2844 ± 0.0468 0.10758 ± 0.00138 0.10834 ± 0.00061 10.061 ± 0.063 % 85.332 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 512 7.2863 ± 0.0468 0.10748 ± 0.00138 0.10829 ± 0.00061 10.059 ± 0.063 % 85.337 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 513 7.2849 ± 0.0467 0.10743 ± 0.00138 0.10824 ± 0.00061 10.054 ± 0.063 % 85.344 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 514 7.2855 ± 0.0467 0.10739 ± 0.00138 0.10822 ± 0.00061 10.052 ± 0.063 % 85.348 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 515 7.2845 ± 0.0466 0.10730 ± 0.00138 0.10829 ± 0.00061 10.055 ± 0.063 % 85.349 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 516 7.2873 ± 0.0466 0.10718 ± 0.00138 0.10824 ± 0.00061 10.052 ± 0.063 % 85.353 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 517 7.2893 ± 0.0466 0.10713 ± 0.00137 0.10820 ± 0.00061 10.049 ± 0.063 % 85.357 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 518 7.2843 ± 0.0465 0.10714 ± 0.00137 0.10819 ± 0.00061 10.047 ± 0.063 % 85.358 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 519 7.2891 ± 0.0465 0.10759 ± 0.00137 0.10855 ± 0.00061 10.078 ± 0.063 % 85.342 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 520 7.2948 ± 0.0465 0.10765 ± 0.00137 0.10858 ± 0.00061 10.075 ± 0.063 % 85.339 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 521 7.2960 ± 0.0464 0.10757 ± 0.00137 0.10854 ± 0.00061 10.073 ± 0.063 % 85.342 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 522 7.3054 ± 0.0465 0.10757 ± 0.00137 0.10853 ± 0.00061 10.071 ± 0.063 % 85.344 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 523 7.3041 ± 0.0464 0.10764 ± 0.00137 0.10862 ± 0.00061 10.078 ± 0.063 % 85.339 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 524 7.2996 ± 0.0464 0.10770 ± 0.00137 0.10860 ± 0.00061 10.079 ± 0.063 % 85.336 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 525 7.3013 ± 0.0463 0.10764 ± 0.00137 0.10856 ± 0.00061 10.078 ± 0.063 % 85.339 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 526 7.3042 ± 0.0463 0.10769 ± 0.00136 0.10859 ± 0.00061 10.077 ± 0.062 % 85.332 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 527 7.3070 ± 0.0463 0.10754 ± 0.00136 0.10855 ± 0.00060 10.073 ± 0.062 % 85.324 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 528 7.3037 ± 0.0462 0.10750 ± 0.00136 0.10852 ± 0.00060 10.073 ± 0.062 % 85.325 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 529 7.2940 ± 0.0461 0.10743 ± 0.00136 0.10847 ± 0.00060 10.075 ± 0.062 % 85.329 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 530 7.2850 ± 0.0460 0.10733 ± 0.00136 0.10836 ± 0.00060 10.070 ± 0.062 % 85.346 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 531 7.2923 ± 0.0460 0.10728 ± 0.00136 0.10833 ± 0.00060 10.065 ± 0.062 % 85.349 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 532 7.2851 ± 0.0459 0.10720 ± 0.00136 0.10824 ± 0.00060 10.060 ± 0.062 % 85.357 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 533 7.2791 ± 0.0458 0.10710 ± 0.00135 0.10814 ± 0.00060 10.054 ± 0.062 % 85.370 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 534 7.2630 ± 0.0457 0.10704 ± 0.00135 0.10803 ± 0.00060 10.051 ± 0.062 % 85.384 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 535 7.2555 ± 0.0456 0.10701 ± 0.00135 0.10798 ± 0.00060 10.047 ± 0.062 % 85.391 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 536 7.2552 ± 0.0455 0.10699 ± 0.00135 0.10799 ± 0.00060 10.045 ± 0.062 % 85.387 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 537 7.2586 ± 0.0455 0.10702 ± 0.00135 0.10798 ± 0.00059 10.046 ± 0.062 % 85.384 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 538 7.2616 ± 0.0455 0.10687 ± 0.00134 0.10789 ± 0.00059 10.039 ± 0.062 % 85.389 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 539 7.2607 ± 0.0454 0.10678 ± 0.00134 0.10783 ± 0.00059 10.035 ± 0.061 % 85.392 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 540 7.2667 ± 0.0454 0.10670 ± 0.00134 0.10779 ± 0.00059 10.029 ± 0.061 % 85.389 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 541 7.2688 ± 0.0454 0.10667 ± 0.00134 0.10773 ± 0.00059 10.025 ± 0.061 % 85.388 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 542 7.2749 ± 0.0454 0.10662 ± 0.00134 0.10768 ± 0.00059 10.020 ± 0.061 % 85.381 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 543 7.2827 ± 0.0454 0.10666 ± 0.00134 0.10775 ± 0.00059 10.021 ± 0.061 % 85.376 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 544 7.2904 ± 0.0454 0.10658 ± 0.00134 0.10773 ± 0.00059 10.016 ± 0.061 % 85.374 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 545 7.2893 ± 0.0454 0.10654 ± 0.00133 0.10767 ± 0.00059 10.013 ± 0.061 % 85.383 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 546 7.2975 ± 0.0454 0.10647 ± 0.00133 0.10765 ± 0.00059 10.009 ± 0.061 % 85.375 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 547 7.3010 ± 0.0454 0.10639 ± 0.00133 0.10760 ± 0.00059 10.004 ± 0.061 % 85.369 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 548 7.2919 ± 0.0453 0.10781 ± 0.00134 0.10888 ± 0.00060 10.145 ± 0.062 % 85.342 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 549 7.2880 ± 0.0452 0.10782 ± 0.00134 0.10893 ± 0.00060 10.149 ± 0.062 % 85.349 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 550 7.2788 ± 0.0451 0.10770 ± 0.00134 0.10887 ± 0.00060 10.145 ± 0.062 % 85.358 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 551 7.2794 ± 0.0451 0.10772 ± 0.00134 0.10887 ± 0.00060 10.144 ± 0.062 % 85.352 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 552 7.2827 ± 0.0451 0.10772 ± 0.00134 0.10892 ± 0.00060 10.143 ± 0.062 % 85.350 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 553 7.2883 ± 0.0451 0.10774 ± 0.00134 0.10895 ± 0.00060 10.144 ± 0.062 % 85.343 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 554 7.2905 ± 0.0450 0.10783 ± 0.00134 0.10899 ± 0.00060 10.144 ± 0.062 % 85.344 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 555 7.2891 ± 0.0450 0.10786 ± 0.00134 0.10901 ± 0.00060 10.146 ± 0.062 % 85.343 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 556 7.2885 ± 0.0449 0.10798 ± 0.00134 0.10904 ± 0.00060 10.149 ± 0.062 % 85.345 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 557 7.2814 ± 0.0449 0.10806 ± 0.00134 0.10910 ± 0.00060 10.160 ± 0.061 % 85.347 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 558 7.2829 ± 0.0448 0.10798 ± 0.00133 0.10907 ± 0.00060 10.156 ± 0.061 % 85.348 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 559 7.2849 ± 0.0448 0.10791 ± 0.00133 0.10900 ± 0.00060 10.151 ± 0.061 % 85.346 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 560 7.2895 ± 0.0448 0.10802 ± 0.00133 0.10900 ± 0.00060 10.149 ± 0.061 % 85.342 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 561 7.2948 ± 0.0448 0.10797 ± 0.00133 0.10895 ± 0.00060 10.144 ± 0.061 % 85.343 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 562 7.3063 ± 0.0449 0.10793 ± 0.00133 0.10890 ± 0.00060 10.139 ± 0.061 % 85.350 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 563 7.3012 ± 0.0448 0.10797 ± 0.00133 0.10893 ± 0.00060 10.143 ± 0.061 % 85.347 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 564 7.3015 ± 0.0448 0.10786 ± 0.00133 0.10887 ± 0.00059 10.140 ± 0.061 % 85.355 ± 0.093 % - ====== Perplexity statistics ====== Mean PPL(Q) : 7.301537 ± 0.044767 Mean PPL(base) : 6.554978 ± 0.040159 @@ -2176,8 +35,3 @@ Median Δp: -0.643% Minimum Δp: -99.496% RMS Δp : 10.140 ± 0.061 % Same top p: 85.355 ± 0.093 % - -llama_perf_context_print: load time = 27936.32 ms -llama_perf_context_print: prompt eval time = 594643.53 ms / 288768 tokens ( 2.06 ms per token, 485.62 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 = 634915.53 ms / 288769 tokens