diff --git "a/scores/Llama-Guard-3-8B-Q8_0.log" "b/scores/Llama-Guard-3-8B-Q8_0.log" --- "a/scores/Llama-Guard-3-8B-Q8_0.log" +++ "b/scores/Llama-Guard-3-8B-Q8_0.log" @@ -1,2142 +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-Q8_0.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 = 7 -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 q8_0: 226 tensors -print_info: file format = GGUF V3 (latest) -print_info: file type = Q8_0 -print_info: file size = 7.95 GiB (8.50 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' (q8_0) (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 = 2652.38 MiB -load_tensors: CPU_Mapped model buffer size = 5485.27 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 = 790.81 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: 1.89 seconds per pass - ETA 17.73 minutes - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 1 3.9326 ± 0.5069 -0.00603 ± 0.00303 0.00117 ± 0.00014 1.014 ± 0.074 % 98.824 ± 0.677 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 2 4.8894 ± 0.4933 -0.00149 ± 0.00218 0.00121 ± 0.00009 1.048 ± 0.064 % 97.647 ± 0.672 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 3 4.3832 ± 0.3547 0.00395 ± 0.00234 0.00271 ± 0.00034 2.152 ± 0.280 % 97.647 ± 0.548 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 4 4.9356 ± 0.3448 0.00327 ± 0.00194 0.00237 ± 0.00025 1.956 ± 0.232 % 97.941 ± 0.445 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 5 5.3080 ± 0.3233 0.00178 ± 0.00168 0.00220 ± 0.00020 1.834 ± 0.198 % 97.569 ± 0.432 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 6 5.6559 ± 0.3138 0.00128 ± 0.00153 0.00209 ± 0.00017 1.746 ± 0.174 % 97.320 ± 0.413 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 7 6.0359 ± 0.3160 0.00230 ± 0.00189 0.00200 ± 0.00015 1.670 ± 0.156 % 97.311 ± 0.383 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 8 6.5573 ± 0.3347 0.00171 ± 0.00170 0.00192 ± 0.00013 1.609 ± 0.142 % 97.255 ± 0.362 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 9 7.1074 ± 0.3468 0.00211 ± 0.00156 0.00185 ± 0.00012 1.543 ± 0.132 % 97.255 ± 0.341 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 10 7.2943 ± 0.3359 0.00164 ± 0.00144 0.00179 ± 0.00010 1.498 ± 0.123 % 97.255 ± 0.324 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 11 7.4470 ± 0.3289 0.00088 ± 0.00134 0.00175 ± 0.00009 1.465 ± 0.114 % 97.255 ± 0.309 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 12 7.5777 ± 0.3233 0.00107 ± 0.00126 0.00175 ± 0.00009 1.439 ± 0.107 % 97.255 ± 0.295 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 13 7.9445 ± 0.3310 0.00056 ± 0.00119 0.00172 ± 0.00008 1.411 ± 0.101 % 97.345 ± 0.279 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 14 7.6673 ± 0.3068 0.00027 ± 0.00113 0.00169 ± 0.00008 1.393 ± 0.095 % 97.423 ± 0.265 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 15 7.6026 ± 0.2933 -0.00014 ± 0.00109 0.00168 ± 0.00007 1.383 ± 0.089 % 97.490 ± 0.253 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 16 7.4177 ± 0.2761 -0.00034 ± 0.00105 0.00166 ± 0.00007 1.389 ± 0.084 % 97.426 ± 0.248 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 17 7.3855 ± 0.2681 -0.00043 ± 0.00101 0.00164 ± 0.00006 1.375 ± 0.080 % 97.509 ± 0.237 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 18 7.4990 ± 0.2663 -0.00018 ± 0.00097 0.00163 ± 0.00006 1.367 ± 0.076 % 97.451 ± 0.233 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 19 7.2781 ± 0.2516 0.00003 ± 0.00095 0.00164 ± 0.00006 1.373 ± 0.072 % 97.441 ± 0.227 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 20 7.1668 ± 0.2395 0.00042 ± 0.00092 0.00163 ± 0.00006 1.365 ± 0.069 % 97.431 ± 0.222 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 21 7.1567 ± 0.2334 0.00025 ± 0.00089 0.00162 ± 0.00005 1.359 ± 0.067 % 97.460 ± 0.215 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 22 6.8995 ± 0.2180 0.00044 ± 0.00086 0.00162 ± 0.00005 1.363 ± 0.064 % 97.433 ± 0.211 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 23 6.6501 ± 0.2046 0.00033 ± 0.00084 0.00162 ± 0.00005 1.357 ± 0.061 % 97.477 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 24 6.5102 ± 0.1957 0.00008 ± 0.00082 0.00163 ± 0.00005 1.361 ± 0.059 % 97.435 ± 0.202 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 25 6.3266 ± 0.1848 0.00009 ± 0.00080 0.00163 ± 0.00005 1.359 ± 0.057 % 97.443 ± 0.198 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 26 6.2057 ± 0.1763 0.00029 ± 0.00078 0.00169 ± 0.00005 1.370 ± 0.055 % 97.481 ± 0.192 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 27 6.1438 ± 0.1709 0.00040 ± 0.00076 0.00167 ± 0.00005 1.364 ± 0.053 % 97.560 ± 0.186 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 28 6.0807 ± 0.1651 0.00060 ± 0.00079 0.00175 ± 0.00008 1.418 ± 0.069 % 97.507 ± 0.185 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 29 6.1420 ± 0.1638 0.00039 ± 0.00077 0.00175 ± 0.00007 1.414 ± 0.067 % 97.525 ± 0.181 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 30 6.1411 ± 0.1610 0.00025 ± 0.00076 0.00174 ± 0.00007 1.404 ± 0.066 % 97.503 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 31 6.1457 ± 0.1587 0.00039 ± 0.00075 0.00175 ± 0.00007 1.402 ± 0.064 % 97.483 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 32 6.1117 ± 0.1547 0.00034 ± 0.00073 0.00174 ± 0.00007 1.395 ± 0.062 % 97.525 ± 0.172 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 33 6.1417 ± 0.1531 0.00050 ± 0.00074 0.00174 ± 0.00006 1.391 ± 0.060 % 97.540 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 34 6.1873 ± 0.1521 0.00049 ± 0.00073 0.00173 ± 0.00006 1.386 ± 0.059 % 97.555 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 35 6.2237 ± 0.1509 0.00046 ± 0.00071 0.00172 ± 0.00006 1.379 ± 0.058 % 97.602 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 36 6.3079 ± 0.1512 0.00070 ± 0.00070 0.00173 ± 0.00006 1.369 ± 0.056 % 97.582 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 37 6.2866 ± 0.1485 0.00042 ± 0.00069 0.00173 ± 0.00006 1.370 ± 0.055 % 97.605 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 38 6.3166 ± 0.1477 0.00056 ± 0.00068 0.00172 ± 0.00006 1.364 ± 0.054 % 97.616 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 39 6.3189 ± 0.1457 0.00055 ± 0.00067 0.00171 ± 0.00005 1.358 ± 0.053 % 97.637 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 40 6.3453 ± 0.1443 0.00059 ± 0.00066 0.00170 ± 0.00005 1.350 ± 0.052 % 97.667 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 41 6.3464 ± 0.1425 0.00041 ± 0.00065 0.00169 ± 0.00005 1.344 ± 0.051 % 97.676 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 42 6.2915 ± 0.1389 0.00038 ± 0.00064 0.00168 ± 0.00005 1.345 ± 0.049 % 97.647 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 43 6.3264 ± 0.1382 0.00030 ± 0.00063 0.00168 ± 0.00005 1.339 ± 0.049 % 97.665 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 44 6.2814 ± 0.1355 0.00027 ± 0.00062 0.00167 ± 0.00005 1.334 ± 0.048 % 97.683 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 45 6.3758 ± 0.1365 0.00034 ± 0.00061 0.00167 ± 0.00005 1.329 ± 0.047 % 97.664 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 46 6.3883 ± 0.1353 0.00033 ± 0.00060 0.00166 ± 0.00005 1.325 ± 0.046 % 97.690 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 47 6.3831 ± 0.1337 0.00043 ± 0.00059 0.00165 ± 0.00005 1.321 ± 0.045 % 97.689 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 48 6.3612 ± 0.1317 0.00029 ± 0.00058 0.00165 ± 0.00005 1.317 ± 0.044 % 97.663 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 49 6.3462 ± 0.1299 0.00022 ± 0.00057 0.00164 ± 0.00004 1.316 ± 0.044 % 97.655 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 50 6.4084 ± 0.1303 0.00030 ± 0.00057 0.00164 ± 0.00004 1.310 ± 0.043 % 97.647 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 51 6.4735 ± 0.1306 0.00027 ± 0.00056 0.00164 ± 0.00004 1.307 ± 0.042 % 97.624 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 52 6.4435 ± 0.1284 0.00028 ± 0.00056 0.00163 ± 0.00004 1.304 ± 0.042 % 97.640 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 53 6.5378 ± 0.1293 0.00028 ± 0.00055 0.00163 ± 0.00004 1.299 ± 0.041 % 97.595 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 54 6.5522 ± 0.1286 0.00040 ± 0.00054 0.00163 ± 0.00004 1.297 ± 0.040 % 97.611 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 55 6.5682 ± 0.1278 0.00031 ± 0.00054 0.00162 ± 0.00004 1.293 ± 0.040 % 97.619 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 56 6.6185 ± 0.1279 0.00022 ± 0.00053 0.00162 ± 0.00004 1.288 ± 0.039 % 97.619 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 57 6.6464 ± 0.1276 0.00020 ± 0.00053 0.00162 ± 0.00004 1.290 ± 0.039 % 97.633 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 58 6.6644 ± 0.1268 0.00029 ± 0.00052 0.00163 ± 0.00004 1.289 ± 0.038 % 97.640 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 59 6.6201 ± 0.1245 0.00020 ± 0.00052 0.00162 ± 0.00004 1.288 ± 0.038 % 97.614 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 60 6.6685 ± 0.1245 0.00015 ± 0.00051 0.00163 ± 0.00004 1.286 ± 0.037 % 97.575 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 61 6.7267 ± 0.1248 0.00006 ± 0.00051 0.00162 ± 0.00004 1.283 ± 0.037 % 97.583 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 62 6.7754 ± 0.1246 0.00003 ± 0.00050 0.00162 ± 0.00004 1.279 ± 0.036 % 97.577 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 63 6.8368 ± 0.1253 0.00008 ± 0.00050 0.00162 ± 0.00004 1.282 ± 0.036 % 97.560 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 64 6.8984 ± 0.1257 0.00011 ± 0.00050 0.00162 ± 0.00003 1.280 ± 0.035 % 97.561 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 65 6.8843 ± 0.1243 0.00007 ± 0.00049 0.00162 ± 0.00003 1.279 ± 0.035 % 97.569 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 66 6.8845 ± 0.1231 0.00000 ± 0.00049 0.00161 ± 0.00003 1.276 ± 0.034 % 97.582 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 67 6.8763 ± 0.1220 -0.00002 ± 0.00048 0.00161 ± 0.00003 1.274 ± 0.034 % 97.594 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 68 6.9044 ± 0.1217 -0.00006 ± 0.00048 0.00161 ± 0.00003 1.272 ± 0.034 % 97.578 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 69 6.9472 ± 0.1216 -0.00000 ± 0.00047 0.00161 ± 0.00003 1.269 ± 0.033 % 97.585 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 70 6.9728 ± 0.1214 0.00002 ± 0.00048 0.00163 ± 0.00003 1.269 ± 0.033 % 97.574 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 71 6.9613 ± 0.1204 -0.00003 ± 0.00047 0.00162 ± 0.00003 1.271 ± 0.032 % 97.575 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 72 6.9342 ± 0.1191 -0.00004 ± 0.00047 0.00162 ± 0.00003 1.268 ± 0.032 % 97.576 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 73 6.9101 ± 0.1178 -0.00002 ± 0.00046 0.00162 ± 0.00003 1.267 ± 0.032 % 97.572 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 74 6.9240 ± 0.1173 0.00008 ± 0.00046 0.00162 ± 0.00003 1.265 ± 0.031 % 97.583 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 75 6.8609 ± 0.1154 0.00005 ± 0.00046 0.00163 ± 0.00003 1.271 ± 0.031 % 97.584 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 76 6.7978 ± 0.1132 0.00004 ± 0.00045 0.00167 ± 0.00003 1.294 ± 0.031 % 97.601 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 77 6.7569 ± 0.1116 0.00006 ± 0.00045 0.00166 ± 0.00003 1.291 ± 0.030 % 97.601 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 78 6.7644 ± 0.1110 0.00006 ± 0.00045 0.00167 ± 0.00003 1.295 ± 0.030 % 97.582 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 79 6.7758 ± 0.1106 0.00010 ± 0.00044 0.00166 ± 0.00003 1.294 ± 0.030 % 97.573 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 80 6.7870 ± 0.1100 0.00013 ± 0.00044 0.00166 ± 0.00003 1.292 ± 0.030 % 97.569 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 81 6.7828 ± 0.1091 0.00019 ± 0.00044 0.00166 ± 0.00003 1.292 ± 0.029 % 97.570 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 82 6.7997 ± 0.1087 0.00014 ± 0.00043 0.00166 ± 0.00003 1.291 ± 0.029 % 97.551 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 83 6.8153 ± 0.1084 0.00017 ± 0.00043 0.00166 ± 0.00003 1.288 ± 0.029 % 97.548 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 84 6.8084 ± 0.1075 0.00012 ± 0.00043 0.00165 ± 0.00003 1.285 ± 0.028 % 97.563 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 85 6.8037 ± 0.1067 0.00003 ± 0.00042 0.00165 ± 0.00003 1.281 ± 0.028 % 97.564 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 86 6.7951 ± 0.1059 -0.00001 ± 0.00042 0.00164 ± 0.00003 1.279 ± 0.028 % 97.588 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 87 6.8711 ± 0.1067 -0.00003 ± 0.00042 0.00164 ± 0.00003 1.276 ± 0.028 % 97.584 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 88 6.8679 ± 0.1059 -0.00000 ± 0.00041 0.00164 ± 0.00003 1.275 ± 0.027 % 97.589 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 89 6.8897 ± 0.1057 0.00005 ± 0.00041 0.00164 ± 0.00003 1.275 ± 0.027 % 97.572 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 90 6.8964 ± 0.1052 0.00003 ± 0.00041 0.00164 ± 0.00003 1.274 ± 0.027 % 97.569 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 91 6.8922 ± 0.1044 -0.00001 ± 0.00041 0.00164 ± 0.00003 1.270 ± 0.027 % 97.578 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 92 6.8893 ± 0.1038 -0.00005 ± 0.00040 0.00163 ± 0.00003 1.269 ± 0.026 % 97.575 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 93 6.8791 ± 0.1030 -0.00002 ± 0.00040 0.00163 ± 0.00003 1.267 ± 0.026 % 97.588 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 94 6.8865 ± 0.1025 -0.00001 ± 0.00040 0.00163 ± 0.00003 1.266 ± 0.026 % 97.597 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 95 6.8781 ± 0.1017 0.00001 ± 0.00040 0.00163 ± 0.00003 1.265 ± 0.026 % 97.606 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 96 6.9022 ± 0.1017 0.00005 ± 0.00039 0.00163 ± 0.00003 1.263 ± 0.025 % 97.614 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 97 6.9184 ± 0.1015 0.00009 ± 0.00039 0.00162 ± 0.00003 1.262 ± 0.025 % 97.619 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 98 6.9236 ± 0.1011 0.00012 ± 0.00039 0.00162 ± 0.00002 1.260 ± 0.025 % 97.623 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 99 6.9222 ± 0.1007 0.00014 ± 0.00039 0.00163 ± 0.00002 1.264 ± 0.025 % 97.615 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 100 6.9103 ± 0.1000 0.00014 ± 0.00038 0.00162 ± 0.00002 1.263 ± 0.025 % 97.612 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 101 6.9096 ± 0.0996 0.00014 ± 0.00038 0.00162 ± 0.00002 1.262 ± 0.024 % 97.604 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 102 6.9354 ± 0.0996 0.00017 ± 0.00038 0.00162 ± 0.00002 1.261 ± 0.024 % 97.593 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 103 6.9619 ± 0.0995 0.00013 ± 0.00038 0.00162 ± 0.00002 1.261 ± 0.024 % 97.605 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 104 7.0093 ± 0.1000 0.00013 ± 0.00038 0.00162 ± 0.00002 1.258 ± 0.024 % 97.590 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 105 6.9995 ± 0.0993 0.00014 ± 0.00037 0.00162 ± 0.00002 1.257 ± 0.024 % 97.602 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 106 7.0548 ± 0.0999 0.00020 ± 0.00037 0.00162 ± 0.00002 1.254 ± 0.024 % 97.610 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 107 7.0737 ± 0.0997 0.00017 ± 0.00037 0.00161 ± 0.00002 1.252 ± 0.023 % 97.599 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 108 7.0830 ± 0.0994 0.00016 ± 0.00037 0.00161 ± 0.00002 1.250 ± 0.023 % 97.596 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 109 7.1193 ± 0.0997 0.00019 ± 0.00037 0.00160 ± 0.00002 1.248 ± 0.023 % 97.572 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 110 7.1607 ± 0.1001 0.00015 ± 0.00036 0.00160 ± 0.00002 1.246 ± 0.023 % 97.572 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 111 7.1766 ± 0.1000 0.00013 ± 0.00036 0.00160 ± 0.00002 1.244 ± 0.023 % 97.576 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 112 7.1453 ± 0.0990 0.00015 ± 0.00036 0.00159 ± 0.00002 1.242 ± 0.023 % 97.574 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 113 7.1321 ± 0.0984 0.00013 ± 0.00036 0.00159 ± 0.00002 1.241 ± 0.022 % 97.578 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 114 7.1267 ± 0.0978 0.00015 ± 0.00036 0.00159 ± 0.00002 1.240 ± 0.022 % 97.575 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 115 7.1048 ± 0.0972 0.00026 ± 0.00037 0.00159 ± 0.00002 1.239 ± 0.022 % 97.579 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 116 7.1023 ± 0.0967 0.00028 ± 0.00037 0.00159 ± 0.00002 1.238 ± 0.022 % 97.586 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 117 7.0919 ± 0.0962 0.00033 ± 0.00037 0.00159 ± 0.00002 1.237 ± 0.022 % 97.603 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 118 7.0749 ± 0.0955 0.00029 ± 0.00036 0.00158 ± 0.00002 1.236 ± 0.022 % 97.587 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 119 7.0577 ± 0.0948 0.00030 ± 0.00036 0.00158 ± 0.00002 1.237 ± 0.021 % 97.584 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 120 7.0353 ± 0.0940 0.00027 ± 0.00036 0.00158 ± 0.00002 1.236 ± 0.021 % 97.592 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 121 7.0143 ± 0.0933 0.00022 ± 0.00036 0.00158 ± 0.00002 1.238 ± 0.021 % 97.566 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 122 6.9907 ± 0.0925 0.00022 ± 0.00036 0.00158 ± 0.00002 1.238 ± 0.021 % 97.573 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 123 6.9607 ± 0.0917 0.00023 ± 0.00035 0.00158 ± 0.00002 1.239 ± 0.021 % 97.574 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 124 6.9164 ± 0.0907 0.00021 ± 0.00035 0.00158 ± 0.00002 1.240 ± 0.021 % 97.568 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 125 6.8731 ± 0.0896 0.00021 ± 0.00035 0.00158 ± 0.00002 1.239 ± 0.021 % 97.565 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 126 6.8388 ± 0.0887 0.00020 ± 0.00035 0.00158 ± 0.00002 1.240 ± 0.020 % 97.566 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 127 6.8099 ± 0.0879 0.00021 ± 0.00035 0.00158 ± 0.00002 1.241 ± 0.020 % 97.573 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 128 6.8104 ± 0.0876 0.00019 ± 0.00035 0.00159 ± 0.00002 1.243 ± 0.020 % 97.570 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 129 6.8066 ± 0.0871 0.00019 ± 0.00034 0.00158 ± 0.00002 1.243 ± 0.020 % 97.574 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 130 6.8099 ± 0.0868 0.00012 ± 0.00034 0.00158 ± 0.00002 1.241 ± 0.020 % 97.578 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 131 6.8104 ± 0.0865 0.00012 ± 0.00034 0.00158 ± 0.00002 1.240 ± 0.020 % 97.572 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 132 6.7929 ± 0.0859 0.00011 ± 0.00034 0.00158 ± 0.00002 1.238 ± 0.020 % 97.576 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 133 6.7720 ± 0.0852 0.00016 ± 0.00034 0.00157 ± 0.00002 1.238 ± 0.020 % 97.576 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 134 6.7808 ± 0.0850 0.00016 ± 0.00034 0.00157 ± 0.00002 1.238 ± 0.020 % 97.562 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 135 6.7748 ± 0.0847 0.00017 ± 0.00033 0.00158 ± 0.00002 1.238 ± 0.019 % 97.557 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 136 6.7824 ± 0.0845 0.00018 ± 0.00033 0.00158 ± 0.00002 1.238 ± 0.019 % 97.552 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 137 6.7926 ± 0.0843 0.00019 ± 0.00033 0.00158 ± 0.00002 1.238 ± 0.019 % 97.553 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 138 6.8182 ± 0.0844 0.00019 ± 0.00033 0.00158 ± 0.00002 1.237 ± 0.019 % 97.556 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 139 6.8400 ± 0.0845 0.00018 ± 0.00033 0.00158 ± 0.00002 1.236 ± 0.019 % 97.557 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 140 6.8224 ± 0.0840 0.00022 ± 0.00033 0.00158 ± 0.00002 1.235 ± 0.019 % 97.569 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 141 6.7879 ± 0.0832 0.00023 ± 0.00033 0.00158 ± 0.00002 1.235 ± 0.019 % 97.572 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 142 6.7605 ± 0.0825 0.00020 ± 0.00032 0.00157 ± 0.00002 1.235 ± 0.019 % 97.575 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 143 6.7175 ± 0.0816 0.00017 ± 0.00032 0.00157 ± 0.00002 1.235 ± 0.019 % 97.578 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 144 6.6862 ± 0.0808 0.00017 ± 0.00032 0.00157 ± 0.00002 1.236 ± 0.018 % 97.579 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 145 6.6422 ± 0.0799 0.00016 ± 0.00032 0.00157 ± 0.00002 1.235 ± 0.018 % 97.593 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 146 6.6137 ± 0.0792 0.00018 ± 0.00032 0.00157 ± 0.00002 1.237 ± 0.018 % 97.593 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 147 6.5895 ± 0.0785 0.00019 ± 0.00032 0.00156 ± 0.00002 1.237 ± 0.018 % 97.596 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 148 6.5706 ± 0.0780 0.00017 ± 0.00032 0.00156 ± 0.00002 1.239 ± 0.018 % 97.589 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 149 6.5509 ± 0.0774 0.00016 ± 0.00031 0.00156 ± 0.00002 1.239 ± 0.018 % 97.587 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 150 6.5337 ± 0.0769 0.00018 ± 0.00031 0.00156 ± 0.00002 1.239 ± 0.018 % 97.582 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 151 6.5039 ± 0.0762 0.00023 ± 0.00031 0.00156 ± 0.00002 1.241 ± 0.018 % 97.595 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 152 6.4787 ± 0.0755 0.00021 ± 0.00031 0.00156 ± 0.00002 1.241 ± 0.018 % 97.598 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 153 6.4539 ± 0.0749 0.00023 ± 0.00031 0.00156 ± 0.00002 1.241 ± 0.018 % 97.601 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 154 6.4228 ± 0.0741 0.00020 ± 0.00031 0.00156 ± 0.00002 1.242 ± 0.018 % 97.586 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 155 6.4025 ± 0.0736 0.00018 ± 0.00031 0.00156 ± 0.00002 1.242 ± 0.017 % 97.591 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 156 6.3880 ± 0.0731 0.00021 ± 0.00031 0.00156 ± 0.00002 1.244 ± 0.017 % 97.577 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 157 6.3636 ± 0.0725 0.00021 ± 0.00031 0.00156 ± 0.00002 1.244 ± 0.017 % 97.570 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 158 6.3588 ± 0.0722 0.00023 ± 0.00030 0.00156 ± 0.00002 1.245 ± 0.017 % 97.578 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 159 6.3380 ± 0.0716 0.00023 ± 0.00030 0.00156 ± 0.00002 1.243 ± 0.017 % 97.576 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 160 6.3267 ± 0.0713 0.00021 ± 0.00030 0.00156 ± 0.00002 1.243 ± 0.017 % 97.578 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 161 6.3407 ± 0.0714 0.00027 ± 0.00031 0.00156 ± 0.00002 1.245 ± 0.017 % 97.567 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 162 6.3413 ± 0.0711 0.00027 ± 0.00031 0.00156 ± 0.00002 1.245 ± 0.017 % 97.562 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 163 6.3595 ± 0.0711 0.00025 ± 0.00031 0.00156 ± 0.00002 1.244 ± 0.017 % 97.551 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 164 6.3672 ± 0.0710 0.00024 ± 0.00031 0.00156 ± 0.00002 1.244 ± 0.017 % 97.551 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 165 6.3940 ± 0.0711 0.00024 ± 0.00031 0.00156 ± 0.00002 1.242 ± 0.017 % 97.547 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 166 6.4250 ± 0.0713 0.00026 ± 0.00031 0.00155 ± 0.00002 1.241 ± 0.016 % 97.536 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 167 6.4437 ± 0.0714 0.00026 ± 0.00031 0.00155 ± 0.00002 1.241 ± 0.016 % 97.546 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 168 6.4821 ± 0.0717 0.00032 ± 0.00031 0.00155 ± 0.00002 1.239 ± 0.016 % 97.540 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 169 6.4995 ± 0.0718 0.00031 ± 0.00031 0.00155 ± 0.00002 1.239 ± 0.016 % 97.538 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 170 6.5293 ± 0.0720 0.00029 ± 0.00030 0.00155 ± 0.00002 1.237 ± 0.016 % 97.536 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 171 6.5620 ± 0.0723 0.00031 ± 0.00030 0.00155 ± 0.00002 1.235 ± 0.016 % 97.537 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 172 6.5723 ± 0.0723 0.00032 ± 0.00030 0.00155 ± 0.00002 1.234 ± 0.016 % 97.540 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 173 6.5788 ± 0.0721 0.00033 ± 0.00030 0.00155 ± 0.00002 1.234 ± 0.016 % 97.541 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 174 6.5771 ± 0.0719 0.00036 ± 0.00030 0.00155 ± 0.00002 1.233 ± 0.016 % 97.530 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 175 6.5984 ± 0.0720 0.00035 ± 0.00030 0.00155 ± 0.00002 1.233 ± 0.016 % 97.537 ± 0.073 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 176 6.6064 ± 0.0719 0.00031 ± 0.00030 0.00155 ± 0.00002 1.235 ± 0.016 % 97.538 ± 0.073 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 177 6.6118 ± 0.0718 0.00034 ± 0.00030 0.00155 ± 0.00002 1.236 ± 0.016 % 97.543 ± 0.073 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 178 6.6184 ± 0.0718 0.00038 ± 0.00030 0.00155 ± 0.00002 1.235 ± 0.016 % 97.546 ± 0.073 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 179 6.6169 ± 0.0715 0.00033 ± 0.00030 0.00155 ± 0.00002 1.235 ± 0.016 % 97.553 ± 0.072 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 180 6.6298 ± 0.0715 0.00031 ± 0.00030 0.00155 ± 0.00002 1.234 ± 0.015 % 97.553 ± 0.072 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 181 6.6330 ± 0.0713 0.00029 ± 0.00029 0.00155 ± 0.00002 1.233 ± 0.015 % 97.550 ± 0.072 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 182 6.6419 ± 0.0712 0.00028 ± 0.00029 0.00155 ± 0.00001 1.233 ± 0.015 % 97.550 ± 0.072 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 183 6.6662 ± 0.0713 0.00032 ± 0.00029 0.00155 ± 0.00001 1.232 ± 0.015 % 97.553 ± 0.072 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 184 6.6790 ± 0.0713 0.00031 ± 0.00029 0.00155 ± 0.00001 1.231 ± 0.015 % 97.555 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 185 6.6878 ± 0.0712 0.00031 ± 0.00029 0.00155 ± 0.00001 1.230 ± 0.015 % 97.560 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 186 6.6925 ± 0.0711 0.00032 ± 0.00029 0.00155 ± 0.00001 1.235 ± 0.016 % 97.563 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 187 6.7111 ± 0.0711 0.00031 ± 0.00029 0.00155 ± 0.00001 1.233 ± 0.016 % 97.546 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 188 6.7259 ± 0.0711 0.00030 ± 0.00029 0.00155 ± 0.00001 1.233 ± 0.016 % 97.539 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 189 6.7364 ± 0.0711 0.00029 ± 0.00029 0.00155 ± 0.00001 1.232 ± 0.015 % 97.541 ± 0.071 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 190 6.7475 ± 0.0711 0.00029 ± 0.00029 0.00155 ± 0.00001 1.231 ± 0.015 % 97.536 ± 0.070 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 191 6.7422 ± 0.0708 0.00031 ± 0.00029 0.00155 ± 0.00001 1.231 ± 0.015 % 97.540 ± 0.070 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 192 6.7355 ± 0.0705 0.00029 ± 0.00028 0.00155 ± 0.00001 1.231 ± 0.015 % 97.545 ± 0.070 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 193 6.7245 ± 0.0702 0.00035 ± 0.00029 0.00155 ± 0.00001 1.232 ± 0.015 % 97.554 ± 0.070 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 194 6.7181 ± 0.0699 0.00034 ± 0.00029 0.00155 ± 0.00001 1.236 ± 0.015 % 97.560 ± 0.069 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 195 6.7484 ± 0.0702 0.00031 ± 0.00029 0.00155 ± 0.00001 1.234 ± 0.015 % 97.561 ± 0.069 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 196 6.7443 ± 0.0700 0.00031 ± 0.00029 0.00155 ± 0.00001 1.235 ± 0.015 % 97.561 ± 0.069 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 197 6.7450 ± 0.0698 0.00030 ± 0.00029 0.00155 ± 0.00001 1.235 ± 0.015 % 97.559 ± 0.069 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 198 6.7367 ± 0.0694 0.00030 ± 0.00028 0.00155 ± 0.00001 1.237 ± 0.015 % 97.558 ± 0.069 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 199 6.7284 ± 0.0692 0.00027 ± 0.00028 0.00157 ± 0.00003 1.262 ± 0.028 % 97.562 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 200 6.7117 ± 0.0688 0.00028 ± 0.00028 0.00157 ± 0.00003 1.262 ± 0.028 % 97.561 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 201 6.6872 ± 0.0683 0.00032 ± 0.00029 0.00157 ± 0.00003 1.262 ± 0.028 % 97.559 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 202 6.6802 ± 0.0681 0.00034 ± 0.00029 0.00157 ± 0.00003 1.261 ± 0.028 % 97.562 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 203 6.6434 ± 0.0675 0.00032 ± 0.00029 0.00158 ± 0.00003 1.266 ± 0.028 % 97.556 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 204 6.6373 ± 0.0673 0.00031 ± 0.00029 0.00158 ± 0.00003 1.266 ± 0.028 % 97.557 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 205 6.6298 ± 0.0670 0.00027 ± 0.00029 0.00158 ± 0.00003 1.267 ± 0.027 % 97.549 ± 0.068 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 206 6.6192 ± 0.0667 0.00027 ± 0.00028 0.00158 ± 0.00003 1.266 ± 0.027 % 97.552 ± 0.067 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 207 6.6090 ± 0.0664 0.00024 ± 0.00028 0.00157 ± 0.00003 1.266 ± 0.027 % 97.549 ± 0.067 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 208 6.6149 ± 0.0664 0.00025 ± 0.00028 0.00157 ± 0.00003 1.266 ± 0.027 % 97.553 ± 0.067 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 209 6.6201 ± 0.0663 0.00026 ± 0.00028 0.00157 ± 0.00003 1.265 ± 0.027 % 97.559 ± 0.067 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 210 6.6182 ± 0.0661 0.00027 ± 0.00028 0.00157 ± 0.00003 1.263 ± 0.027 % 97.561 ± 0.067 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 211 6.6026 ± 0.0658 0.00027 ± 0.00028 0.00157 ± 0.00003 1.263 ± 0.027 % 97.562 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 212 6.5781 ± 0.0653 0.00027 ± 0.00028 0.00157 ± 0.00003 1.263 ± 0.027 % 97.568 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 213 6.5678 ± 0.0650 0.00027 ± 0.00028 0.00157 ± 0.00003 1.262 ± 0.027 % 97.568 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 214 6.5705 ± 0.0649 0.00027 ± 0.00028 0.00157 ± 0.00003 1.261 ± 0.026 % 97.566 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 215 6.5591 ± 0.0646 0.00023 ± 0.00028 0.00156 ± 0.00003 1.260 ± 0.026 % 97.567 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 216 6.5603 ± 0.0645 0.00024 ± 0.00028 0.00156 ± 0.00003 1.260 ± 0.026 % 97.562 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 217 6.5415 ± 0.0641 0.00024 ± 0.00027 0.00156 ± 0.00003 1.259 ± 0.026 % 97.566 ± 0.066 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 218 6.5285 ± 0.0638 0.00022 ± 0.00027 0.00156 ± 0.00003 1.258 ± 0.026 % 97.568 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 219 6.5226 ± 0.0636 0.00021 ± 0.00027 0.00156 ± 0.00003 1.259 ± 0.026 % 97.563 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 220 6.5165 ± 0.0634 0.00020 ± 0.00027 0.00156 ± 0.00003 1.258 ± 0.026 % 97.565 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 221 6.5001 ± 0.0630 0.00021 ± 0.00027 0.00156 ± 0.00003 1.257 ± 0.026 % 97.564 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 222 6.4867 ± 0.0627 0.00021 ± 0.00027 0.00156 ± 0.00003 1.256 ± 0.026 % 97.569 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 223 6.4742 ± 0.0624 0.00026 ± 0.00027 0.00156 ± 0.00003 1.256 ± 0.026 % 97.573 ± 0.065 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 224 6.4668 ± 0.0622 0.00025 ± 0.00027 0.00156 ± 0.00002 1.256 ± 0.025 % 97.572 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 225 6.4692 ± 0.0621 0.00023 ± 0.00027 0.00156 ± 0.00002 1.255 ± 0.025 % 97.570 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 226 6.4620 ± 0.0618 0.00023 ± 0.00027 0.00156 ± 0.00002 1.255 ± 0.025 % 97.564 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 227 6.4215 ± 0.0613 0.00024 ± 0.00027 0.00157 ± 0.00002 1.265 ± 0.025 % 97.566 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 228 6.4169 ± 0.0611 0.00024 ± 0.00027 0.00157 ± 0.00002 1.266 ± 0.025 % 97.566 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 229 6.4079 ± 0.0608 0.00024 ± 0.00027 0.00156 ± 0.00002 1.266 ± 0.025 % 97.560 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 230 6.3950 ± 0.0606 0.00024 ± 0.00027 0.00157 ± 0.00002 1.265 ± 0.025 % 97.565 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 231 6.3960 ± 0.0605 0.00023 ± 0.00026 0.00157 ± 0.00002 1.265 ± 0.025 % 97.559 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 232 6.4007 ± 0.0604 0.00021 ± 0.00026 0.00156 ± 0.00002 1.264 ± 0.025 % 97.554 ± 0.064 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 233 6.4094 ± 0.0604 0.00020 ± 0.00026 0.00156 ± 0.00002 1.264 ± 0.025 % 97.544 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 234 6.4075 ± 0.0603 0.00019 ± 0.00026 0.00156 ± 0.00002 1.264 ± 0.024 % 97.543 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 235 6.4225 ± 0.0603 0.00016 ± 0.00026 0.00156 ± 0.00002 1.264 ± 0.024 % 97.547 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 236 6.4256 ± 0.0603 0.00015 ± 0.00026 0.00157 ± 0.00002 1.265 ± 0.024 % 97.546 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 237 6.4399 ± 0.0603 0.00016 ± 0.00026 0.00157 ± 0.00002 1.264 ± 0.024 % 97.543 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 238 6.4518 ± 0.0603 0.00018 ± 0.00026 0.00157 ± 0.00002 1.264 ± 0.024 % 97.542 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 239 6.4594 ± 0.0603 0.00019 ± 0.00026 0.00157 ± 0.00002 1.263 ± 0.024 % 97.542 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 240 6.4633 ± 0.0602 0.00019 ± 0.00026 0.00156 ± 0.00002 1.263 ± 0.024 % 97.539 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 241 6.4690 ± 0.0601 0.00019 ± 0.00026 0.00157 ± 0.00002 1.262 ± 0.024 % 97.535 ± 0.063 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 242 6.4829 ± 0.0601 0.00019 ± 0.00026 0.00157 ± 0.00002 1.261 ± 0.024 % 97.532 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 243 6.4860 ± 0.0600 0.00018 ± 0.00026 0.00156 ± 0.00002 1.261 ± 0.024 % 97.534 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 244 6.5028 ± 0.0601 0.00016 ± 0.00026 0.00156 ± 0.00002 1.261 ± 0.024 % 97.530 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 245 6.5222 ± 0.0602 0.00015 ± 0.00026 0.00156 ± 0.00002 1.259 ± 0.024 % 97.530 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 246 6.5257 ± 0.0602 0.00016 ± 0.00026 0.00156 ± 0.00002 1.258 ± 0.023 % 97.534 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 247 6.5256 ± 0.0600 0.00015 ± 0.00026 0.00156 ± 0.00002 1.258 ± 0.023 % 97.531 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 248 6.5348 ± 0.0601 0.00013 ± 0.00025 0.00157 ± 0.00002 1.258 ± 0.023 % 97.532 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 249 6.5257 ± 0.0598 0.00013 ± 0.00025 0.00156 ± 0.00002 1.258 ± 0.023 % 97.534 ± 0.062 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 250 6.5020 ± 0.0595 0.00014 ± 0.00025 0.00156 ± 0.00002 1.257 ± 0.023 % 97.539 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 251 6.4909 ± 0.0592 0.00015 ± 0.00025 0.00156 ± 0.00002 1.259 ± 0.023 % 97.538 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 252 6.4739 ± 0.0589 0.00014 ± 0.00025 0.00156 ± 0.00002 1.259 ± 0.023 % 97.544 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 253 6.4650 ± 0.0587 0.00013 ± 0.00025 0.00156 ± 0.00002 1.258 ± 0.023 % 97.545 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 254 6.4649 ± 0.0586 0.00013 ± 0.00025 0.00156 ± 0.00002 1.259 ± 0.023 % 97.547 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 255 6.4716 ± 0.0585 0.00013 ± 0.00025 0.00156 ± 0.00002 1.259 ± 0.023 % 97.552 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 256 6.4712 ± 0.0584 0.00014 ± 0.00025 0.00156 ± 0.00002 1.258 ± 0.023 % 97.549 ± 0.061 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 257 6.4731 ± 0.0583 0.00014 ± 0.00025 0.00156 ± 0.00002 1.257 ± 0.023 % 97.548 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 258 6.4699 ± 0.0582 0.00012 ± 0.00025 0.00156 ± 0.00002 1.257 ± 0.022 % 97.548 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 259 6.4673 ± 0.0580 0.00013 ± 0.00025 0.00156 ± 0.00002 1.256 ± 0.022 % 97.549 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 260 6.4600 ± 0.0578 0.00010 ± 0.00025 0.00156 ± 0.00002 1.256 ± 0.022 % 97.552 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 261 6.4459 ± 0.0576 0.00009 ± 0.00025 0.00156 ± 0.00002 1.255 ± 0.022 % 97.555 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 262 6.4363 ± 0.0573 0.00009 ± 0.00025 0.00156 ± 0.00002 1.255 ± 0.022 % 97.553 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 263 6.4321 ± 0.0572 0.00009 ± 0.00025 0.00156 ± 0.00002 1.255 ± 0.022 % 97.549 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 264 6.4193 ± 0.0570 0.00007 ± 0.00025 0.00156 ± 0.00002 1.255 ± 0.022 % 97.553 ± 0.060 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 265 6.4190 ± 0.0568 0.00006 ± 0.00024 0.00156 ± 0.00002 1.254 ± 0.022 % 97.552 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 266 6.4050 ± 0.0565 0.00006 ± 0.00024 0.00156 ± 0.00002 1.254 ± 0.022 % 97.554 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 267 6.4013 ± 0.0564 0.00007 ± 0.00024 0.00156 ± 0.00002 1.255 ± 0.022 % 97.555 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 268 6.3947 ± 0.0562 0.00008 ± 0.00024 0.00155 ± 0.00002 1.255 ± 0.022 % 97.556 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 269 6.3903 ± 0.0560 0.00006 ± 0.00024 0.00155 ± 0.00002 1.254 ± 0.022 % 97.557 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 270 6.3816 ± 0.0558 0.00005 ± 0.00024 0.00155 ± 0.00002 1.254 ± 0.022 % 97.557 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 271 6.3778 ± 0.0557 0.00003 ± 0.00024 0.00155 ± 0.00002 1.254 ± 0.021 % 97.557 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 272 6.3750 ± 0.0556 0.00000 ± 0.00024 0.00156 ± 0.00002 1.254 ± 0.021 % 97.561 ± 0.059 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 273 6.3533 ± 0.0553 0.00001 ± 0.00024 0.00156 ± 0.00002 1.255 ± 0.021 % 97.559 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 274 6.3401 ± 0.0550 0.00002 ± 0.00024 0.00156 ± 0.00002 1.255 ± 0.021 % 97.564 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 275 6.3445 ± 0.0550 0.00001 ± 0.00024 0.00155 ± 0.00002 1.254 ± 0.021 % 97.569 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 276 6.3433 ± 0.0549 0.00002 ± 0.00024 0.00156 ± 0.00002 1.257 ± 0.021 % 97.573 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 277 6.3311 ± 0.0546 0.00001 ± 0.00024 0.00156 ± 0.00002 1.256 ± 0.021 % 97.576 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 278 6.3250 ± 0.0545 0.00001 ± 0.00024 0.00156 ± 0.00002 1.258 ± 0.021 % 97.582 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 279 6.3272 ± 0.0545 0.00002 ± 0.00024 0.00156 ± 0.00002 1.258 ± 0.021 % 97.582 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 280 6.3377 ± 0.0545 0.00004 ± 0.00024 0.00156 ± 0.00002 1.257 ± 0.021 % 97.577 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 281 6.3465 ± 0.0545 0.00003 ± 0.00024 0.00156 ± 0.00002 1.256 ± 0.021 % 97.570 ± 0.058 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 282 6.3578 ± 0.0545 0.00002 ± 0.00024 0.00156 ± 0.00002 1.256 ± 0.021 % 97.566 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 283 6.3637 ± 0.0545 0.00001 ± 0.00024 0.00156 ± 0.00002 1.256 ± 0.021 % 97.569 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 284 6.3676 ± 0.0544 0.00001 ± 0.00023 0.00156 ± 0.00002 1.255 ± 0.021 % 97.570 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 285 6.3828 ± 0.0545 0.00002 ± 0.00023 0.00156 ± 0.00002 1.255 ± 0.021 % 97.569 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 286 6.3845 ± 0.0544 0.00003 ± 0.00023 0.00156 ± 0.00002 1.254 ± 0.020 % 97.561 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 287 6.3925 ± 0.0544 0.00004 ± 0.00023 0.00156 ± 0.00002 1.253 ± 0.020 % 97.561 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 288 6.3848 ± 0.0542 0.00004 ± 0.00023 0.00156 ± 0.00002 1.254 ± 0.020 % 97.554 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 289 6.3797 ± 0.0541 0.00002 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.553 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 290 6.3804 ± 0.0540 0.00001 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.539 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 291 6.3820 ± 0.0539 0.00002 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.538 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 292 6.3754 ± 0.0537 0.00002 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.540 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 293 6.3770 ± 0.0536 0.00001 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.543 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 294 6.3828 ± 0.0536 0.00003 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.539 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 295 6.3830 ± 0.0535 0.00001 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.527 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 296 6.3859 ± 0.0534 0.00000 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.526 ± 0.057 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 297 6.3847 ± 0.0533 0.00001 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.526 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 298 6.3822 ± 0.0532 0.00001 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.523 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 299 6.3858 ± 0.0531 0.00000 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.519 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 300 6.3885 ± 0.0530 0.00001 ± 0.00023 0.00155 ± 0.00002 1.253 ± 0.020 % 97.520 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 301 6.3847 ± 0.0529 0.00000 ± 0.00023 0.00155 ± 0.00002 1.252 ± 0.020 % 97.522 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 302 6.3788 ± 0.0527 0.00000 ± 0.00023 0.00155 ± 0.00002 1.251 ± 0.020 % 97.521 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 303 6.3817 ± 0.0527 0.00001 ± 0.00023 0.00155 ± 0.00002 1.251 ± 0.019 % 97.516 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 304 6.3727 ± 0.0525 0.00002 ± 0.00023 0.00155 ± 0.00002 1.251 ± 0.019 % 97.521 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 305 6.3711 ± 0.0524 0.00002 ± 0.00022 0.00155 ± 0.00002 1.252 ± 0.019 % 97.518 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 306 6.3822 ± 0.0524 0.00002 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.516 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 307 6.3887 ± 0.0524 0.00004 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.519 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 308 6.3891 ± 0.0523 0.00004 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.517 ± 0.056 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 309 6.3958 ± 0.0523 0.00004 ± 0.00022 0.00155 ± 0.00002 1.250 ± 0.019 % 97.518 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 310 6.3897 ± 0.0521 0.00006 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.518 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 311 6.3901 ± 0.0520 0.00005 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.525 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 312 6.3982 ± 0.0520 0.00004 ± 0.00022 0.00155 ± 0.00002 1.251 ± 0.019 % 97.528 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 313 6.4112 ± 0.0521 0.00005 ± 0.00022 0.00155 ± 0.00002 1.250 ± 0.019 % 97.519 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 314 6.4281 ± 0.0522 0.00006 ± 0.00022 0.00155 ± 0.00002 1.249 ± 0.019 % 97.518 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 315 6.4336 ± 0.0522 0.00005 ± 0.00022 0.00155 ± 0.00002 1.249 ± 0.019 % 97.520 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 316 6.4422 ± 0.0522 0.00005 ± 0.00022 0.00155 ± 0.00002 1.248 ± 0.019 % 97.522 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 317 6.4393 ± 0.0521 0.00004 ± 0.00022 0.00155 ± 0.00002 1.248 ± 0.019 % 97.526 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 318 6.4420 ± 0.0520 0.00004 ± 0.00022 0.00155 ± 0.00002 1.248 ± 0.019 % 97.525 ± 0.055 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 319 6.4357 ± 0.0519 0.00005 ± 0.00022 0.00155 ± 0.00002 1.247 ± 0.019 % 97.528 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 320 6.4292 ± 0.0517 0.00006 ± 0.00022 0.00155 ± 0.00002 1.247 ± 0.019 % 97.529 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 321 6.4296 ± 0.0517 0.00006 ± 0.00022 0.00155 ± 0.00002 1.246 ± 0.019 % 97.529 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 322 6.4283 ± 0.0516 0.00007 ± 0.00022 0.00155 ± 0.00002 1.246 ± 0.018 % 97.528 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 323 6.4226 ± 0.0514 0.00004 ± 0.00022 0.00154 ± 0.00002 1.246 ± 0.018 % 97.529 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 324 6.4265 ± 0.0514 0.00004 ± 0.00022 0.00154 ± 0.00002 1.246 ± 0.018 % 97.530 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 325 6.4183 ± 0.0512 0.00006 ± 0.00022 0.00154 ± 0.00002 1.246 ± 0.018 % 97.530 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 326 6.4212 ± 0.0512 0.00006 ± 0.00022 0.00154 ± 0.00002 1.245 ± 0.018 % 97.530 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 327 6.4230 ± 0.0511 0.00006 ± 0.00022 0.00154 ± 0.00002 1.245 ± 0.018 % 97.532 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 328 6.4186 ± 0.0510 0.00007 ± 0.00022 0.00154 ± 0.00002 1.246 ± 0.018 % 97.532 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 329 6.4129 ± 0.0509 0.00007 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.534 ± 0.054 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 330 6.4001 ± 0.0507 0.00007 ± 0.00021 0.00154 ± 0.00002 1.247 ± 0.018 % 97.537 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 331 6.4053 ± 0.0506 0.00009 ± 0.00021 0.00154 ± 0.00002 1.247 ± 0.018 % 97.537 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 332 6.4039 ± 0.0505 0.00006 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.536 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 333 6.4008 ± 0.0504 0.00007 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.539 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 334 6.3980 ± 0.0503 0.00008 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.533 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 335 6.3863 ± 0.0501 0.00009 ± 0.00021 0.00154 ± 0.00002 1.245 ± 0.018 % 97.535 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 336 6.3845 ± 0.0500 0.00007 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.535 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 337 6.3778 ± 0.0498 0.00008 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.532 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 338 6.3740 ± 0.0497 0.00009 ± 0.00021 0.00154 ± 0.00002 1.246 ± 0.018 % 97.530 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 339 6.3698 ± 0.0496 0.00009 ± 0.00021 0.00154 ± 0.00002 1.245 ± 0.018 % 97.534 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 340 6.3731 ± 0.0496 0.00009 ± 0.00021 0.00154 ± 0.00002 1.245 ± 0.018 % 97.529 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 341 6.3731 ± 0.0495 0.00009 ± 0.00021 0.00154 ± 0.00002 1.245 ± 0.018 % 97.527 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 342 6.3761 ± 0.0494 0.00011 ± 0.00021 0.00154 ± 0.00002 1.244 ± 0.017 % 97.530 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 343 6.3835 ± 0.0494 0.00010 ± 0.00021 0.00154 ± 0.00002 1.244 ± 0.017 % 97.528 ± 0.053 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 344 6.3936 ± 0.0494 0.00011 ± 0.00021 0.00154 ± 0.00002 1.243 ± 0.017 % 97.532 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 345 6.3959 ± 0.0494 0.00011 ± 0.00021 0.00153 ± 0.00002 1.243 ± 0.017 % 97.529 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 346 6.3969 ± 0.0493 0.00010 ± 0.00021 0.00153 ± 0.00002 1.243 ± 0.017 % 97.526 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 347 6.3983 ± 0.0493 0.00009 ± 0.00021 0.00154 ± 0.00002 1.242 ± 0.017 % 97.523 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 348 6.4047 ± 0.0492 0.00009 ± 0.00021 0.00153 ± 0.00002 1.242 ± 0.017 % 97.526 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 349 6.4087 ± 0.0492 0.00009 ± 0.00021 0.00154 ± 0.00002 1.241 ± 0.017 % 97.525 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 350 6.4108 ± 0.0492 0.00008 ± 0.00021 0.00153 ± 0.00002 1.242 ± 0.017 % 97.524 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 351 6.4120 ± 0.0491 0.00006 ± 0.00021 0.00154 ± 0.00002 1.242 ± 0.017 % 97.516 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 352 6.4160 ± 0.0491 0.00006 ± 0.00021 0.00154 ± 0.00002 1.241 ± 0.017 % 97.513 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 353 6.4325 ± 0.0492 0.00005 ± 0.00021 0.00154 ± 0.00002 1.240 ± 0.017 % 97.517 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 354 6.4488 ± 0.0492 0.00007 ± 0.00021 0.00154 ± 0.00002 1.240 ± 0.017 % 97.517 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 355 6.4642 ± 0.0493 0.00007 ± 0.00021 0.00154 ± 0.00002 1.240 ± 0.017 % 97.518 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 356 6.4736 ± 0.0493 0.00007 ± 0.00021 0.00153 ± 0.00002 1.239 ± 0.017 % 97.520 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 357 6.4893 ± 0.0494 0.00006 ± 0.00021 0.00153 ± 0.00002 1.238 ± 0.017 % 97.521 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 358 6.5019 ± 0.0495 0.00005 ± 0.00021 0.00153 ± 0.00002 1.237 ± 0.017 % 97.516 ± 0.052 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 359 6.5175 ± 0.0496 0.00005 ± 0.00021 0.00153 ± 0.00002 1.237 ± 0.017 % 97.516 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 360 6.5271 ± 0.0496 0.00004 ± 0.00021 0.00153 ± 0.00002 1.236 ± 0.017 % 97.513 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 361 6.5310 ± 0.0496 0.00005 ± 0.00020 0.00153 ± 0.00002 1.236 ± 0.017 % 97.512 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 362 6.5418 ± 0.0496 0.00005 ± 0.00020 0.00153 ± 0.00002 1.236 ± 0.017 % 97.511 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 363 6.5476 ± 0.0496 0.00005 ± 0.00020 0.00153 ± 0.00002 1.235 ± 0.017 % 97.512 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 364 6.5462 ± 0.0495 0.00006 ± 0.00020 0.00153 ± 0.00002 1.235 ± 0.017 % 97.512 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 365 6.5547 ± 0.0495 0.00006 ± 0.00020 0.00153 ± 0.00002 1.235 ± 0.017 % 97.507 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 366 6.5679 ± 0.0496 0.00006 ± 0.00020 0.00154 ± 0.00002 1.235 ± 0.016 % 97.506 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 367 6.5759 ± 0.0496 0.00005 ± 0.00020 0.00154 ± 0.00002 1.234 ± 0.016 % 97.508 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 368 6.5827 ± 0.0496 0.00004 ± 0.00020 0.00153 ± 0.00002 1.233 ± 0.016 % 97.509 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 369 6.5878 ± 0.0496 0.00005 ± 0.00020 0.00153 ± 0.00002 1.233 ± 0.016 % 97.514 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 370 6.5981 ± 0.0496 0.00005 ± 0.00020 0.00153 ± 0.00002 1.233 ± 0.016 % 97.515 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 371 6.6114 ± 0.0497 0.00007 ± 0.00020 0.00153 ± 0.00002 1.232 ± 0.016 % 97.516 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 372 6.6240 ± 0.0497 0.00007 ± 0.00020 0.00153 ± 0.00002 1.232 ± 0.016 % 97.515 ± 0.051 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 373 6.6248 ± 0.0497 0.00006 ± 0.00020 0.00153 ± 0.00002 1.231 ± 0.016 % 97.517 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 374 6.6222 ± 0.0496 0.00006 ± 0.00020 0.00153 ± 0.00002 1.232 ± 0.016 % 97.515 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 375 6.6176 ± 0.0495 0.00005 ± 0.00020 0.00153 ± 0.00002 1.231 ± 0.016 % 97.507 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 376 6.6217 ± 0.0495 0.00004 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.508 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 377 6.6361 ± 0.0495 0.00005 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.507 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 378 6.6493 ± 0.0496 0.00003 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.510 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 379 6.6485 ± 0.0495 0.00004 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.515 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 380 6.6462 ± 0.0495 0.00006 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.510 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 381 6.6396 ± 0.0493 0.00005 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.512 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 382 6.6423 ± 0.0493 0.00007 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.513 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 383 6.6487 ± 0.0493 0.00007 ± 0.00020 0.00153 ± 0.00002 1.230 ± 0.016 % 97.512 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 384 6.6516 ± 0.0492 0.00007 ± 0.00020 0.00153 ± 0.00002 1.229 ± 0.016 % 97.512 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 385 6.6546 ± 0.0492 0.00008 ± 0.00020 0.00153 ± 0.00002 1.229 ± 0.016 % 97.514 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 386 6.6570 ± 0.0491 0.00007 ± 0.00020 0.00153 ± 0.00002 1.229 ± 0.016 % 97.514 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 387 6.6618 ± 0.0491 0.00007 ± 0.00020 0.00153 ± 0.00002 1.229 ± 0.016 % 97.514 ± 0.050 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 388 6.6663 ± 0.0491 0.00006 ± 0.00020 0.00153 ± 0.00002 1.228 ± 0.016 % 97.518 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 389 6.6687 ± 0.0490 0.00006 ± 0.00020 0.00153 ± 0.00002 1.231 ± 0.016 % 97.518 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 390 6.6500 ± 0.0488 0.00007 ± 0.00020 0.00154 ± 0.00002 1.237 ± 0.016 % 97.521 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 391 6.6340 ± 0.0486 0.00007 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.526 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 392 6.6262 ± 0.0485 0.00006 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.525 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 393 6.6300 ± 0.0485 0.00007 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.526 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 394 6.6293 ± 0.0484 0.00008 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.529 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 395 6.6257 ± 0.0483 0.00009 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.528 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 396 6.6254 ± 0.0483 0.00010 ± 0.00020 0.00155 ± 0.00002 1.242 ± 0.016 % 97.527 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 397 6.6366 ± 0.0483 0.00010 ± 0.00020 0.00155 ± 0.00002 1.241 ± 0.016 % 97.528 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 398 6.6322 ± 0.0482 0.00009 ± 0.00020 0.00155 ± 0.00002 1.243 ± 0.016 % 97.530 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 399 6.6272 ± 0.0481 0.00009 ± 0.00020 0.00155 ± 0.00001 1.243 ± 0.016 % 97.528 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 400 6.6359 ± 0.0481 0.00009 ± 0.00020 0.00155 ± 0.00001 1.242 ± 0.015 % 97.526 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 401 6.6344 ± 0.0480 0.00010 ± 0.00019 0.00155 ± 0.00001 1.242 ± 0.015 % 97.526 ± 0.049 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 402 6.6252 ± 0.0479 0.00012 ± 0.00019 0.00155 ± 0.00001 1.243 ± 0.015 % 97.530 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 403 6.6229 ± 0.0478 0.00011 ± 0.00019 0.00156 ± 0.00001 1.244 ± 0.015 % 97.531 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 404 6.6212 ± 0.0477 0.00011 ± 0.00019 0.00156 ± 0.00001 1.243 ± 0.015 % 97.532 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 405 6.6218 ± 0.0477 0.00012 ± 0.00019 0.00156 ± 0.00001 1.243 ± 0.015 % 97.535 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 406 6.6200 ± 0.0476 0.00012 ± 0.00019 0.00156 ± 0.00001 1.247 ± 0.015 % 97.530 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 407 6.6195 ± 0.0475 0.00012 ± 0.00019 0.00156 ± 0.00001 1.247 ± 0.015 % 97.529 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 408 6.6141 ± 0.0474 0.00013 ± 0.00019 0.00156 ± 0.00001 1.246 ± 0.015 % 97.532 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 409 6.6177 ± 0.0474 0.00015 ± 0.00019 0.00156 ± 0.00001 1.246 ± 0.015 % 97.529 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 410 6.6080 ± 0.0472 0.00014 ± 0.00019 0.00156 ± 0.00001 1.250 ± 0.015 % 97.531 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 411 6.6048 ± 0.0472 0.00013 ± 0.00019 0.00157 ± 0.00001 1.251 ± 0.015 % 97.527 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 412 6.5930 ± 0.0470 0.00014 ± 0.00019 0.00157 ± 0.00001 1.252 ± 0.015 % 97.528 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 413 6.5910 ± 0.0469 0.00017 ± 0.00019 0.00157 ± 0.00001 1.254 ± 0.015 % 97.529 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 414 6.5974 ± 0.0469 0.00017 ± 0.00019 0.00157 ± 0.00001 1.255 ± 0.015 % 97.531 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 415 6.6025 ± 0.0469 0.00018 ± 0.00019 0.00157 ± 0.00001 1.255 ± 0.015 % 97.528 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 416 6.6028 ± 0.0469 0.00019 ± 0.00019 0.00157 ± 0.00001 1.255 ± 0.015 % 97.529 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 417 6.5968 ± 0.0468 0.00021 ± 0.00019 0.00158 ± 0.00001 1.256 ± 0.015 % 97.532 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 418 6.5990 ± 0.0467 0.00023 ± 0.00019 0.00158 ± 0.00001 1.256 ± 0.015 % 97.533 ± 0.048 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 419 6.5910 ± 0.0466 0.00024 ± 0.00019 0.00158 ± 0.00001 1.259 ± 0.015 % 97.532 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 420 6.5897 ± 0.0465 0.00019 ± 0.00019 0.00159 ± 0.00001 1.259 ± 0.015 % 97.534 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 421 6.5924 ± 0.0465 0.00018 ± 0.00019 0.00159 ± 0.00001 1.259 ± 0.015 % 97.537 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 422 6.5889 ± 0.0464 0.00019 ± 0.00019 0.00159 ± 0.00001 1.259 ± 0.015 % 97.534 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 423 6.5918 ± 0.0464 0.00016 ± 0.00019 0.00159 ± 0.00001 1.259 ± 0.015 % 97.529 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 424 6.5859 ± 0.0463 0.00014 ± 0.00019 0.00159 ± 0.00001 1.262 ± 0.015 % 97.533 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 425 6.5731 ± 0.0461 0.00014 ± 0.00019 0.00159 ± 0.00001 1.261 ± 0.015 % 97.537 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 426 6.5742 ± 0.0460 0.00015 ± 0.00019 0.00159 ± 0.00001 1.261 ± 0.015 % 97.536 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 427 6.5724 ± 0.0460 0.00016 ± 0.00019 0.00159 ± 0.00001 1.261 ± 0.015 % 97.540 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 428 6.5684 ± 0.0459 0.00018 ± 0.00019 0.00159 ± 0.00001 1.262 ± 0.015 % 97.539 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 429 6.5601 ± 0.0458 0.00018 ± 0.00019 0.00159 ± 0.00001 1.262 ± 0.015 % 97.540 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 430 6.5590 ± 0.0458 0.00018 ± 0.00019 0.00159 ± 0.00001 1.263 ± 0.015 % 97.545 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 431 6.5513 ± 0.0456 0.00018 ± 0.00019 0.00159 ± 0.00001 1.262 ± 0.015 % 97.546 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 432 6.5470 ± 0.0455 0.00015 ± 0.00019 0.00160 ± 0.00001 1.265 ± 0.015 % 97.548 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 433 6.5457 ± 0.0455 0.00015 ± 0.00019 0.00160 ± 0.00001 1.266 ± 0.015 % 97.549 ± 0.047 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 434 6.5459 ± 0.0454 0.00014 ± 0.00019 0.00160 ± 0.00001 1.266 ± 0.015 % 97.551 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 435 6.5335 ± 0.0453 0.00015 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.015 % 97.551 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 436 6.5352 ± 0.0452 0.00015 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.555 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 437 6.5315 ± 0.0451 0.00014 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.554 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 438 6.5287 ± 0.0451 0.00014 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.558 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 439 6.5279 ± 0.0450 0.00014 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.558 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 440 6.5271 ± 0.0450 0.00015 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.557 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 441 6.5289 ± 0.0449 0.00016 ± 0.00019 0.00160 ± 0.00001 1.269 ± 0.015 % 97.559 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 442 6.5303 ± 0.0449 0.00018 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.015 % 97.557 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 443 6.5442 ± 0.0450 0.00017 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.014 % 97.559 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 444 6.5455 ± 0.0449 0.00017 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.561 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 445 6.5434 ± 0.0449 0.00017 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.562 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 446 6.5413 ± 0.0448 0.00017 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.564 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 447 6.5397 ± 0.0448 0.00018 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.566 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 448 6.5447 ± 0.0447 0.00018 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.569 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 449 6.5442 ± 0.0447 0.00018 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.569 ± 0.046 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 450 6.5435 ± 0.0446 0.00017 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 451 6.5446 ± 0.0446 0.00016 ± 0.00019 0.00160 ± 0.00001 1.268 ± 0.014 % 97.568 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 452 6.5512 ± 0.0446 0.00016 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.566 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 453 6.5552 ± 0.0446 0.00017 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.568 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 454 6.5556 ± 0.0445 0.00016 ± 0.00019 0.00160 ± 0.00001 1.267 ± 0.014 % 97.568 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 455 6.5585 ± 0.0445 0.00017 ± 0.00019 0.00160 ± 0.00001 1.266 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 456 6.5535 ± 0.0444 0.00018 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.572 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 457 6.5554 ± 0.0444 0.00018 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.565 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 458 6.5459 ± 0.0443 0.00017 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.565 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 459 6.5507 ± 0.0442 0.00018 ± 0.00018 0.00160 ± 0.00001 1.268 ± 0.014 % 97.570 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 460 6.5582 ± 0.0443 0.00017 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 461 6.5551 ± 0.0442 0.00018 ± 0.00018 0.00160 ± 0.00001 1.268 ± 0.014 % 97.570 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 462 6.5539 ± 0.0441 0.00017 ± 0.00018 0.00160 ± 0.00001 1.268 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 463 6.5446 ± 0.0440 0.00016 ± 0.00018 0.00160 ± 0.00001 1.268 ± 0.014 % 97.570 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 464 6.5479 ± 0.0440 0.00016 ± 0.00018 0.00160 ± 0.00001 1.268 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 465 6.5615 ± 0.0441 0.00016 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.571 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 466 6.5673 ± 0.0441 0.00018 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.571 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 467 6.5665 ± 0.0441 0.00018 ± 0.00018 0.00161 ± 0.00001 1.267 ± 0.014 % 97.572 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 468 6.5686 ± 0.0440 0.00020 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.572 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 469 6.5670 ± 0.0440 0.00021 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.569 ± 0.045 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 470 6.5665 ± 0.0439 0.00020 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.568 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 471 6.5643 ± 0.0438 0.00020 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.568 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 472 6.5594 ± 0.0438 0.00023 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.565 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 473 6.5545 ± 0.0437 0.00023 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.559 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 474 6.5518 ± 0.0436 0.00021 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.014 % 97.562 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 475 6.5511 ± 0.0436 0.00021 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.562 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 476 6.5504 ± 0.0435 0.00022 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.014 % 97.564 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 477 6.5442 ± 0.0434 0.00022 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.014 % 97.561 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 478 6.5417 ± 0.0433 0.00022 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.014 % 97.561 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 479 6.5378 ± 0.0433 0.00022 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.014 % 97.559 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 480 6.5388 ± 0.0432 0.00022 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.550 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 481 6.5403 ± 0.0432 0.00022 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.013 % 97.548 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 482 6.5438 ± 0.0432 0.00023 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.013 % 97.553 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 483 6.5376 ± 0.0431 0.00022 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.013 % 97.552 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 484 6.5391 ± 0.0431 0.00023 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.013 % 97.548 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 485 6.5360 ± 0.0430 0.00023 ± 0.00018 0.00160 ± 0.00001 1.267 ± 0.013 % 97.551 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 486 6.5397 ± 0.0430 0.00024 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.551 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 487 6.5453 ± 0.0430 0.00024 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.554 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 488 6.5465 ± 0.0430 0.00025 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.552 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 489 6.5469 ± 0.0429 0.00026 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.553 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 490 6.5506 ± 0.0429 0.00027 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.552 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 491 6.5492 ± 0.0429 0.00027 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.549 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 492 6.5506 ± 0.0428 0.00029 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.547 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 493 6.5566 ± 0.0429 0.00029 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.547 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 494 6.5582 ± 0.0428 0.00028 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.545 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 495 6.5555 ± 0.0428 0.00028 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.546 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 496 6.5528 ± 0.0427 0.00029 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.544 ± 0.044 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 497 6.5528 ± 0.0427 0.00029 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.546 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 498 6.5513 ± 0.0426 0.00028 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.546 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 499 6.5517 ± 0.0426 0.00029 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.543 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 500 6.5483 ± 0.0425 0.00029 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.542 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 501 6.5439 ± 0.0424 0.00028 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.543 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 502 6.5460 ± 0.0424 0.00028 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.546 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 503 6.5485 ± 0.0424 0.00029 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.546 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 504 6.5464 ± 0.0423 0.00034 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.544 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 505 6.5413 ± 0.0422 0.00034 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.543 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 506 6.5440 ± 0.0422 0.00035 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.546 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 507 6.5470 ± 0.0422 0.00034 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.550 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 508 6.5524 ± 0.0422 0.00034 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.549 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 509 6.5491 ± 0.0422 0.00034 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.550 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 510 6.5495 ± 0.0421 0.00036 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.550 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 511 6.5437 ± 0.0420 0.00034 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.553 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 512 6.5459 ± 0.0420 0.00034 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.552 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 513 6.5450 ± 0.0419 0.00033 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.552 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 514 6.5458 ± 0.0419 0.00033 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.552 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 515 6.5454 ± 0.0419 0.00031 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.550 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 516 6.5488 ± 0.0419 0.00032 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.551 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 517 6.5507 ± 0.0418 0.00030 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.550 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 518 6.5463 ± 0.0418 0.00031 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.552 ± 0.043 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 519 6.5476 ± 0.0417 0.00032 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.551 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 520 6.5524 ± 0.0417 0.00032 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.551 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 521 6.5540 ± 0.0417 0.00031 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.551 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 522 6.5625 ± 0.0417 0.00033 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.554 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 523 6.5609 ± 0.0417 0.00033 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.556 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 524 6.5565 ± 0.0416 0.00033 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.554 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 525 6.5583 ± 0.0416 0.00032 ± 0.00018 0.00160 ± 0.00001 1.263 ± 0.013 % 97.550 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 526 6.5606 ± 0.0416 0.00032 ± 0.00018 0.00160 ± 0.00001 1.263 ± 0.013 % 97.548 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 527 6.5641 ± 0.0416 0.00032 ± 0.00018 0.00160 ± 0.00001 1.263 ± 0.013 % 97.549 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 528 6.5614 ± 0.0415 0.00032 ± 0.00018 0.00160 ± 0.00001 1.263 ± 0.012 % 97.547 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 529 6.5531 ± 0.0414 0.00032 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.545 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 530 6.5456 ± 0.0413 0.00031 ± 0.00018 0.00160 ± 0.00001 1.266 ± 0.013 % 97.545 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 531 6.5525 ± 0.0413 0.00031 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.545 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 532 6.5466 ± 0.0412 0.00030 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.548 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 533 6.5418 ± 0.0412 0.00031 ± 0.00018 0.00160 ± 0.00001 1.265 ± 0.013 % 97.551 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 534 6.5278 ± 0.0410 0.00031 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.555 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 535 6.5212 ± 0.0410 0.00031 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.553 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 536 6.5210 ± 0.0409 0.00031 ± 0.00018 0.00160 ± 0.00001 1.264 ± 0.013 % 97.552 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 537 6.5239 ± 0.0409 0.00031 ± 0.00017 0.00160 ± 0.00001 1.264 ± 0.013 % 97.552 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 538 6.5275 ± 0.0409 0.00031 ± 0.00017 0.00159 ± 0.00001 1.263 ± 0.013 % 97.554 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 539 6.5274 ± 0.0408 0.00031 ± 0.00017 0.00159 ± 0.00001 1.263 ± 0.013 % 97.554 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 540 6.5332 ± 0.0409 0.00031 ± 0.00017 0.00159 ± 0.00001 1.263 ± 0.013 % 97.555 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 541 6.5353 ± 0.0408 0.00030 ± 0.00017 0.00159 ± 0.00001 1.263 ± 0.013 % 97.553 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 542 6.5411 ± 0.0408 0.00030 ± 0.00017 0.00159 ± 0.00001 1.263 ± 0.013 % 97.552 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 543 6.5480 ± 0.0408 0.00031 ± 0.00017 0.00160 ± 0.00001 1.263 ± 0.012 % 97.550 ± 0.042 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 544 6.5553 ± 0.0409 0.00029 ± 0.00017 0.00160 ± 0.00001 1.263 ± 0.012 % 97.551 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 545 6.5548 ± 0.0408 0.00032 ± 0.00018 0.00159 ± 0.00001 1.263 ± 0.012 % 97.550 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 546 6.5626 ± 0.0408 0.00032 ± 0.00018 0.00159 ± 0.00001 1.263 ± 0.012 % 97.553 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 547 6.5663 ± 0.0408 0.00032 ± 0.00017 0.00159 ± 0.00001 1.262 ± 0.012 % 97.550 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 548 6.5489 ± 0.0407 0.00034 ± 0.00018 0.00161 ± 0.00001 1.277 ± 0.013 % 97.545 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 549 6.5452 ± 0.0406 0.00033 ± 0.00018 0.00161 ± 0.00001 1.278 ± 0.013 % 97.546 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 550 6.5378 ± 0.0405 0.00033 ± 0.00018 0.00161 ± 0.00001 1.277 ± 0.013 % 97.549 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 551 6.5382 ± 0.0405 0.00033 ± 0.00017 0.00161 ± 0.00001 1.277 ± 0.013 % 97.547 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 552 6.5413 ± 0.0405 0.00035 ± 0.00017 0.00161 ± 0.00001 1.278 ± 0.013 % 97.550 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 553 6.5462 ± 0.0405 0.00035 ± 0.00017 0.00161 ± 0.00001 1.278 ± 0.013 % 97.550 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 554 6.5475 ± 0.0405 0.00034 ± 0.00017 0.00161 ± 0.00001 1.278 ± 0.013 % 97.553 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 555 6.5460 ± 0.0404 0.00034 ± 0.00017 0.00161 ± 0.00001 1.278 ± 0.013 % 97.552 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 556 6.5447 ± 0.0404 0.00035 ± 0.00017 0.00161 ± 0.00001 1.280 ± 0.013 % 97.553 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 557 6.5379 ± 0.0403 0.00035 ± 0.00017 0.00161 ± 0.00001 1.280 ± 0.013 % 97.556 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 558 6.5397 ± 0.0403 0.00035 ± 0.00017 0.00161 ± 0.00001 1.280 ± 0.013 % 97.558 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 559 6.5420 ± 0.0402 0.00035 ± 0.00017 0.00161 ± 0.00001 1.280 ± 0.013 % 97.556 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 560 6.5455 ± 0.0402 0.00036 ± 0.00017 0.00161 ± 0.00001 1.279 ± 0.012 % 97.555 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 561 6.5506 ± 0.0402 0.00037 ± 0.00017 0.00161 ± 0.00001 1.279 ± 0.012 % 97.553 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 562 6.5612 ± 0.0403 0.00038 ± 0.00017 0.00161 ± 0.00001 1.279 ± 0.012 % 97.552 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 563 6.5564 ± 0.0402 0.00038 ± 0.00017 0.00161 ± 0.00001 1.280 ± 0.012 % 97.556 ± 0.041 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 564 6.5575 ± 0.0402 0.00038 ± 0.00017 0.00161 ± 0.00001 1.279 ± 0.012 % 97.555 ± 0.041 % - ====== Perplexity statistics ====== Mean PPL(Q) : 6.557455 ± 0.040211 Mean PPL(base) : 6.554978 ± 0.040159 @@ -2174,8 +35,3 @@ Median Δp: -0.000% Minimum Δp: -31.459% RMS Δp : 1.279 ± 0.012 % Same top p: 97.555 ± 0.041 % - -llama_perf_context_print: load time = 46858.69 ms -llama_perf_context_print: prompt eval time = 899713.91 ms / 288768 tokens ( 3.12 ms per token, 320.96 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 = 1020900.37 ms / 288769 tokens