AWQ model commit
Browse files- config.json +38 -0
- eval_arc.json +25 -0
- eval_hellaswag.json +25 -0
- eval_mmlu.json +417 -0
- eval_truthfulqa.json +25 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- quant_config.json +7 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +37 -0
config.json
ADDED
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{
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"_name_or_path": "/workspace/process/llm360_amber/source",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 2048,
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"max_sequence_length": 2048,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"quantization_config": {
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"bits": 4,
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"group_size": 128,
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"modules_to_not_convert": [],
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"quant_method": "awq",
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"version": "gemm",
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"zero_point": true
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},
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.36.0.dev0",
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"use_cache": true,
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"vocab_size": 32000
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}
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eval_arc.json
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{
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"results": {
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"arc_challenge": {
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"acc": 0.39761092150170646,
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"acc_stderr": 0.014301752223279536,
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"acc_norm": 0.4129692832764505,
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"acc_norm_stderr": 0.014388344935398326
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}
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},
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"versions": {
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"arc_challenge": 0
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},
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"config": {
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"model": "hf-causal",
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"model_args": "pretrained=./workdir_7b_16mix/ckpt_359",
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"num_fewshot": 25,
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"batch_size": "1",
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"batch_sizes": [],
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"device": null,
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"no_cache": true,
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"limit": null,
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"bootstrap_iters": 100000,
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"description_dict": {}
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}
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}
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eval_hellaswag.json
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{
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"results": {
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"hellaswag": {
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"acc": 0.5476000796654052,
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"acc_stderr": 0.0049671185759052865,
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"acc_norm": 0.7382991435968931,
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"acc_norm_stderr": 0.004386622589119069
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}
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},
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"versions": {
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"hellaswag": 0
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},
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"config": {
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"model": "hf-causal",
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"model_args": "pretrained=./workdir_7b_16mix/ckpt_359",
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"num_fewshot": 10,
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"batch_size": "1",
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"batch_sizes": [],
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"device": null,
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"no_cache": true,
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"limit": null,
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"bootstrap_iters": 100000,
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"description_dict": {}
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}
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}
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eval_mmlu.json
ADDED
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| 1 |
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{
|
| 2 |
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"results": {
|
| 3 |
+
"hendrycksTest-abstract_algebra": {
|
| 4 |
+
"acc": 0.29,
|
| 5 |
+
"acc_stderr": 0.045604802157206845,
|
| 6 |
+
"acc_norm": 0.29,
|
| 7 |
+
"acc_norm_stderr": 0.045604802157206845
|
| 8 |
+
},
|
| 9 |
+
"hendrycksTest-anatomy": {
|
| 10 |
+
"acc": 0.26666666666666666,
|
| 11 |
+
"acc_stderr": 0.038201699145179055,
|
| 12 |
+
"acc_norm": 0.26666666666666666,
|
| 13 |
+
"acc_norm_stderr": 0.038201699145179055
|
| 14 |
+
},
|
| 15 |
+
"hendrycksTest-astronomy": {
|
| 16 |
+
"acc": 0.27631578947368424,
|
| 17 |
+
"acc_stderr": 0.03639057569952924,
|
| 18 |
+
"acc_norm": 0.27631578947368424,
|
| 19 |
+
"acc_norm_stderr": 0.03639057569952924
|
| 20 |
+
},
|
| 21 |
+
"hendrycksTest-business_ethics": {
|
| 22 |
+
"acc": 0.32,
|
| 23 |
+
"acc_stderr": 0.046882617226215034,
|
| 24 |
+
"acc_norm": 0.32,
|
| 25 |
+
"acc_norm_stderr": 0.046882617226215034
|
| 26 |
+
},
|
| 27 |
+
"hendrycksTest-clinical_knowledge": {
|
| 28 |
+
"acc": 0.26037735849056604,
|
| 29 |
+
"acc_stderr": 0.027008766090708104,
|
| 30 |
+
"acc_norm": 0.26037735849056604,
|
| 31 |
+
"acc_norm_stderr": 0.027008766090708104
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| 32 |
+
},
|
| 33 |
+
"hendrycksTest-college_biology": {
|
| 34 |
+
"acc": 0.2986111111111111,
|
| 35 |
+
"acc_stderr": 0.03827052357950756,
|
| 36 |
+
"acc_norm": 0.2986111111111111,
|
| 37 |
+
"acc_norm_stderr": 0.03827052357950756
|
| 38 |
+
},
|
| 39 |
+
"hendrycksTest-college_chemistry": {
|
| 40 |
+
"acc": 0.22,
|
| 41 |
+
"acc_stderr": 0.0416333199893227,
|
| 42 |
+
"acc_norm": 0.22,
|
| 43 |
+
"acc_norm_stderr": 0.0416333199893227
|
| 44 |
+
},
|
| 45 |
+
"hendrycksTest-college_computer_science": {
|
| 46 |
+
"acc": 0.38,
|
| 47 |
+
"acc_stderr": 0.04878317312145631,
|
| 48 |
+
"acc_norm": 0.38,
|
| 49 |
+
"acc_norm_stderr": 0.04878317312145631
|
| 50 |
+
},
|
| 51 |
+
"hendrycksTest-college_mathematics": {
|
| 52 |
+
"acc": 0.26,
|
| 53 |
+
"acc_stderr": 0.04408440022768078,
|
| 54 |
+
"acc_norm": 0.26,
|
| 55 |
+
"acc_norm_stderr": 0.04408440022768078
|
| 56 |
+
},
|
| 57 |
+
"hendrycksTest-college_medicine": {
|
| 58 |
+
"acc": 0.2774566473988439,
|
| 59 |
+
"acc_stderr": 0.03414014007044036,
|
| 60 |
+
"acc_norm": 0.2774566473988439,
|
| 61 |
+
"acc_norm_stderr": 0.03414014007044036
|
| 62 |
+
},
|
| 63 |
+
"hendrycksTest-college_physics": {
|
| 64 |
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| 390 |
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"hendrycksTest-moral_scenarios": 1,
|
| 391 |
+
"hendrycksTest-nutrition": 1,
|
| 392 |
+
"hendrycksTest-philosophy": 1,
|
| 393 |
+
"hendrycksTest-prehistory": 1,
|
| 394 |
+
"hendrycksTest-professional_accounting": 1,
|
| 395 |
+
"hendrycksTest-professional_law": 1,
|
| 396 |
+
"hendrycksTest-professional_medicine": 1,
|
| 397 |
+
"hendrycksTest-professional_psychology": 1,
|
| 398 |
+
"hendrycksTest-public_relations": 1,
|
| 399 |
+
"hendrycksTest-security_studies": 1,
|
| 400 |
+
"hendrycksTest-sociology": 1,
|
| 401 |
+
"hendrycksTest-us_foreign_policy": 1,
|
| 402 |
+
"hendrycksTest-virology": 1,
|
| 403 |
+
"hendrycksTest-world_religions": 1
|
| 404 |
+
},
|
| 405 |
+
"config": {
|
| 406 |
+
"model": "hf-causal",
|
| 407 |
+
"model_args": "pretrained=./workdir_7b_16mix/ckpt_359",
|
| 408 |
+
"num_fewshot": 5,
|
| 409 |
+
"batch_size": "1",
|
| 410 |
+
"batch_sizes": [],
|
| 411 |
+
"device": null,
|
| 412 |
+
"no_cache": true,
|
| 413 |
+
"limit": null,
|
| 414 |
+
"bootstrap_iters": 100000,
|
| 415 |
+
"description_dict": {}
|
| 416 |
+
}
|
| 417 |
+
}
|
eval_truthfulqa.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"results": {
|
| 3 |
+
"truthfulqa_mc": {
|
| 4 |
+
"mc1": 0.2141982864137087,
|
| 5 |
+
"mc1_stderr": 0.014362148155690462,
|
| 6 |
+
"mc2": 0.3359467406926554,
|
| 7 |
+
"mc2_stderr": 0.013120875222733098
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"versions": {
|
| 11 |
+
"truthfulqa_mc": 1
|
| 12 |
+
},
|
| 13 |
+
"config": {
|
| 14 |
+
"model": "hf-causal",
|
| 15 |
+
"model_args": "pretrained=./workdir_7b_16mix/ckpt_359",
|
| 16 |
+
"num_fewshot": 0,
|
| 17 |
+
"batch_size": "1",
|
| 18 |
+
"batch_sizes": [],
|
| 19 |
+
"device": null,
|
| 20 |
+
"no_cache": true,
|
| 21 |
+
"limit": null,
|
| 22 |
+
"bootstrap_iters": 100000,
|
| 23 |
+
"description_dict": {}
|
| 24 |
+
}
|
| 25 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 1,
|
| 4 |
+
"eos_token_id": 2,
|
| 5 |
+
"pad_token_id": 0,
|
| 6 |
+
"transformers_version": "4.35.2"
|
| 7 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:21a7b8e77eaf319a3032519df15710baabad2362601551de7c43491100c526b3
|
| 3 |
+
size 3889391512
|
quant_config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"zero_point": true,
|
| 3 |
+
"q_group_size": 128,
|
| 4 |
+
"w_bit": 4,
|
| 5 |
+
"version": "GEMM",
|
| 6 |
+
"modules_to_not_convert": []
|
| 7 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"unk_token": {
|
| 17 |
+
"content": "<unk>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
}
|
| 23 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
|
| 3 |
+
size 499723
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<unk>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": true,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"bos_token": "<s>",
|
| 29 |
+
"clean_up_tokenization_spaces": false,
|
| 30 |
+
"eos_token": "</s>",
|
| 31 |
+
"model_max_length": 2048,
|
| 32 |
+
"pad_token": null,
|
| 33 |
+
"sp_model_kwargs": {},
|
| 34 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 35 |
+
"unk_token": "<unk>",
|
| 36 |
+
"use_default_system_prompt": false
|
| 37 |
+
}
|