ZhangYunchenY
commited on
Commit
·
56f3d9d
1
Parent(s):
ed0aef1
[Model] bart-base-mrpc
Browse files- config.json +74 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +135 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/mnt/lustre/zhangyunchen/transformers/bart-base",
|
| 3 |
+
"activation_dropout": 0.1,
|
| 4 |
+
"activation_function": "gelu",
|
| 5 |
+
"add_bias_logits": false,
|
| 6 |
+
"add_final_layer_norm": false,
|
| 7 |
+
"architectures": [
|
| 8 |
+
"BartForSequenceClassification"
|
| 9 |
+
],
|
| 10 |
+
"attention_dropout": 0.1,
|
| 11 |
+
"bos_token_id": 0,
|
| 12 |
+
"classif_dropout": 0.1,
|
| 13 |
+
"classifier_dropout": 0.0,
|
| 14 |
+
"d_model": 768,
|
| 15 |
+
"decoder_attention_heads": 12,
|
| 16 |
+
"decoder_ffn_dim": 3072,
|
| 17 |
+
"decoder_layerdrop": 0.0,
|
| 18 |
+
"decoder_layers": 6,
|
| 19 |
+
"decoder_start_token_id": 2,
|
| 20 |
+
"dropout": 0.1,
|
| 21 |
+
"early_stopping": true,
|
| 22 |
+
"encoder_attention_heads": 12,
|
| 23 |
+
"encoder_ffn_dim": 3072,
|
| 24 |
+
"encoder_layerdrop": 0.0,
|
| 25 |
+
"encoder_layers": 6,
|
| 26 |
+
"eos_token_id": 2,
|
| 27 |
+
"finetuning_task": "mrpc",
|
| 28 |
+
"forced_eos_token_id": 2,
|
| 29 |
+
"gradient_checkpointing": false,
|
| 30 |
+
"id2label": {
|
| 31 |
+
"0": "not_equivalent",
|
| 32 |
+
"1": "equivalent"
|
| 33 |
+
},
|
| 34 |
+
"init_std": 0.02,
|
| 35 |
+
"is_encoder_decoder": true,
|
| 36 |
+
"label2id": {
|
| 37 |
+
"equivalent": 1,
|
| 38 |
+
"not_equivalent": 0
|
| 39 |
+
},
|
| 40 |
+
"max_position_embeddings": 1024,
|
| 41 |
+
"model_type": "bart",
|
| 42 |
+
"no_repeat_ngram_size": 3,
|
| 43 |
+
"normalize_before": false,
|
| 44 |
+
"normalize_embedding": true,
|
| 45 |
+
"num_beams": 4,
|
| 46 |
+
"num_hidden_layers": 6,
|
| 47 |
+
"pad_token_id": 1,
|
| 48 |
+
"problem_type": "single_label_classification",
|
| 49 |
+
"scale_embedding": false,
|
| 50 |
+
"task_specific_params": {
|
| 51 |
+
"summarization": {
|
| 52 |
+
"length_penalty": 1.0,
|
| 53 |
+
"max_length": 128,
|
| 54 |
+
"min_length": 12,
|
| 55 |
+
"num_beams": 4
|
| 56 |
+
},
|
| 57 |
+
"summarization_cnn": {
|
| 58 |
+
"length_penalty": 2.0,
|
| 59 |
+
"max_length": 142,
|
| 60 |
+
"min_length": 56,
|
| 61 |
+
"num_beams": 4
|
| 62 |
+
},
|
| 63 |
+
"summarization_xsum": {
|
| 64 |
+
"length_penalty": 1.0,
|
| 65 |
+
"max_length": 62,
|
| 66 |
+
"min_length": 11,
|
| 67 |
+
"num_beams": 6
|
| 68 |
+
}
|
| 69 |
+
},
|
| 70 |
+
"torch_dtype": "float32",
|
| 71 |
+
"transformers_version": "4.16.2",
|
| 72 |
+
"use_cache": true,
|
| 73 |
+
"vocab_size": 50265
|
| 74 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8eaa08c80a99f86d51c979acdfa12e3fbfa18c2230fffc2b5f76114b97924ff
|
| 3 |
+
size 1120266491
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d2f779a8e650ec93660730930129427c815711a08182371a4e68b8e02b93d53
|
| 3 |
+
size 560154805
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6239b4bd31ab65f4cbe41f13bd5255146e95529c725465834c841d341509bb6d
|
| 3 |
+
size 14659
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c89fa3caadb7ca0b7615cfb0346ae6d13f4e13a14b6a4c349ca7e187eb6fe574
|
| 3 |
+
size 623
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "trim_offsets": true, "special_tokens_map_file": null, "name_or_path": "/mnt/lustre/zhangyunchen/transformers/bart-base", "tokenizer_class": "BartTokenizer"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,135 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 12.173913043478262,
|
| 5 |
+
"global_step": 1400,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.74,
|
| 12 |
+
"learning_rate": 1.891891891891892e-05,
|
| 13 |
+
"loss": 0.5364,
|
| 14 |
+
"step": 200
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.74,
|
| 18 |
+
"eval_accuracy": 0.8382352941176471,
|
| 19 |
+
"eval_combined_score": 0.8622210953346856,
|
| 20 |
+
"eval_f1": 0.8862068965517241,
|
| 21 |
+
"eval_loss": 0.35622578859329224,
|
| 22 |
+
"eval_runtime": 3.0414,
|
| 23 |
+
"eval_samples_per_second": 134.148,
|
| 24 |
+
"eval_steps_per_second": 4.274,
|
| 25 |
+
"step": 200
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 3.48,
|
| 29 |
+
"learning_rate": 1.711711711711712e-05,
|
| 30 |
+
"loss": 0.3136,
|
| 31 |
+
"step": 400
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 3.48,
|
| 35 |
+
"eval_accuracy": 0.8259803921568627,
|
| 36 |
+
"eval_combined_score": 0.8546979136482178,
|
| 37 |
+
"eval_f1": 0.883415435139573,
|
| 38 |
+
"eval_loss": 0.480543851852417,
|
| 39 |
+
"eval_runtime": 1.4071,
|
| 40 |
+
"eval_samples_per_second": 289.952,
|
| 41 |
+
"eval_steps_per_second": 9.239,
|
| 42 |
+
"step": 400
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 5.22,
|
| 46 |
+
"learning_rate": 1.5315315315315316e-05,
|
| 47 |
+
"loss": 0.1818,
|
| 48 |
+
"step": 600
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 5.22,
|
| 52 |
+
"eval_accuracy": 0.8627450980392157,
|
| 53 |
+
"eval_combined_score": 0.8808310327741204,
|
| 54 |
+
"eval_f1": 0.8989169675090252,
|
| 55 |
+
"eval_loss": 0.4389028251171112,
|
| 56 |
+
"eval_runtime": 1.4446,
|
| 57 |
+
"eval_samples_per_second": 282.425,
|
| 58 |
+
"eval_steps_per_second": 8.999,
|
| 59 |
+
"step": 600
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 6.96,
|
| 63 |
+
"learning_rate": 1.3513513513513515e-05,
|
| 64 |
+
"loss": 0.1187,
|
| 65 |
+
"step": 800
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 6.96,
|
| 69 |
+
"eval_accuracy": 0.8627450980392157,
|
| 70 |
+
"eval_combined_score": 0.8824215000685589,
|
| 71 |
+
"eval_f1": 0.9020979020979022,
|
| 72 |
+
"eval_loss": 0.46325385570526123,
|
| 73 |
+
"eval_runtime": 1.4574,
|
| 74 |
+
"eval_samples_per_second": 279.945,
|
| 75 |
+
"eval_steps_per_second": 8.92,
|
| 76 |
+
"step": 800
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"epoch": 8.7,
|
| 80 |
+
"learning_rate": 1.1711711711711713e-05,
|
| 81 |
+
"loss": 0.0622,
|
| 82 |
+
"step": 1000
|
| 83 |
+
},
|
| 84 |
+
{
|
| 85 |
+
"epoch": 8.7,
|
| 86 |
+
"eval_accuracy": 0.8725490196078431,
|
| 87 |
+
"eval_combined_score": 0.8919059091213277,
|
| 88 |
+
"eval_f1": 0.9112627986348123,
|
| 89 |
+
"eval_loss": 0.8588500618934631,
|
| 90 |
+
"eval_runtime": 1.4112,
|
| 91 |
+
"eval_samples_per_second": 289.113,
|
| 92 |
+
"eval_steps_per_second": 9.212,
|
| 93 |
+
"step": 1000
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 10.43,
|
| 97 |
+
"learning_rate": 9.90990990990991e-06,
|
| 98 |
+
"loss": 0.0524,
|
| 99 |
+
"step": 1200
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 10.43,
|
| 103 |
+
"eval_accuracy": 0.8774509803921569,
|
| 104 |
+
"eval_combined_score": 0.8945558788886578,
|
| 105 |
+
"eval_f1": 0.9116607773851589,
|
| 106 |
+
"eval_loss": 0.6909387111663818,
|
| 107 |
+
"eval_runtime": 1.4612,
|
| 108 |
+
"eval_samples_per_second": 279.229,
|
| 109 |
+
"eval_steps_per_second": 8.897,
|
| 110 |
+
"step": 1200
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 12.17,
|
| 114 |
+
"learning_rate": 8.108108108108109e-06,
|
| 115 |
+
"loss": 0.043,
|
| 116 |
+
"step": 1400
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 12.17,
|
| 120 |
+
"eval_accuracy": 0.875,
|
| 121 |
+
"eval_combined_score": 0.8943527918781726,
|
| 122 |
+
"eval_f1": 0.9137055837563453,
|
| 123 |
+
"eval_loss": 0.876980185508728,
|
| 124 |
+
"eval_runtime": 1.4427,
|
| 125 |
+
"eval_samples_per_second": 282.811,
|
| 126 |
+
"eval_steps_per_second": 9.011,
|
| 127 |
+
"step": 1400
|
| 128 |
+
}
|
| 129 |
+
],
|
| 130 |
+
"max_steps": 2300,
|
| 131 |
+
"num_train_epochs": 20,
|
| 132 |
+
"total_flos": 3423856486686720.0,
|
| 133 |
+
"trial_name": null,
|
| 134 |
+
"trial_params": null
|
| 135 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:327097767a37332e9264b31e53092e3bc9959d78156badb3437a1cd7a72599a1
|
| 3 |
+
size 2991
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|