Commit ·
db5bd2b
1
Parent(s): 5ac0c01
Training in progress, epoch 1
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- model.safetensors +1 -1
- run-2/checkpoint-6414/config.json +25 -0
- run-2/checkpoint-6414/model.safetensors +3 -0
- run-2/checkpoint-6414/optimizer.pt +3 -0
- run-2/checkpoint-6414/rng_state.pth +3 -0
- run-2/checkpoint-6414/scheduler.pt +3 -0
- run-2/checkpoint-6414/special_tokens_map.json +7 -0
- run-2/checkpoint-6414/tokenizer.json +0 -0
- run-2/checkpoint-6414/tokenizer_config.json +55 -0
- run-2/checkpoint-6414/trainer_state.json +125 -0
- run-2/checkpoint-6414/training_args.bin +3 -0
- run-2/checkpoint-6414/vocab.txt +0 -0
- run-2/checkpoint-8552/config.json +25 -0
- run-2/checkpoint-8552/model.safetensors +3 -0
- run-2/checkpoint-8552/optimizer.pt +3 -0
- run-2/checkpoint-8552/rng_state.pth +3 -0
- run-2/checkpoint-8552/scheduler.pt +3 -0
- run-2/checkpoint-8552/special_tokens_map.json +7 -0
- run-2/checkpoint-8552/tokenizer.json +0 -0
- run-2/checkpoint-8552/tokenizer_config.json +55 -0
- run-2/checkpoint-8552/trainer_state.json +164 -0
- run-2/checkpoint-8552/training_args.bin +3 -0
- run-2/checkpoint-8552/vocab.txt +0 -0
- run-3/checkpoint-268/config.json +25 -0
- run-3/checkpoint-268/model.safetensors +3 -0
- run-3/checkpoint-268/optimizer.pt +3 -0
- run-3/checkpoint-268/rng_state.pth +3 -0
- run-3/checkpoint-268/scheduler.pt +3 -0
- run-3/checkpoint-268/special_tokens_map.json +7 -0
- run-3/checkpoint-268/tokenizer.json +0 -0
- run-3/checkpoint-268/tokenizer_config.json +55 -0
- run-3/checkpoint-268/trainer_state.json +35 -0
- run-3/checkpoint-268/training_args.bin +3 -0
- run-3/checkpoint-268/vocab.txt +0 -0
- run-4/checkpoint-1069/config.json +25 -0
- run-4/checkpoint-1069/model.safetensors +3 -0
- run-4/checkpoint-1069/optimizer.pt +3 -0
- run-4/checkpoint-1069/rng_state.pth +3 -0
- run-4/checkpoint-1069/scheduler.pt +3 -0
- run-4/checkpoint-1069/special_tokens_map.json +7 -0
- run-4/checkpoint-1069/tokenizer.json +0 -0
- run-4/checkpoint-1069/tokenizer_config.json +55 -0
- run-4/checkpoint-1069/trainer_state.json +47 -0
- run-4/checkpoint-1069/training_args.bin +3 -0
- run-4/checkpoint-1069/vocab.txt +0 -0
- run-4/checkpoint-2138/config.json +25 -0
- run-4/checkpoint-2138/model.safetensors +3 -0
- run-4/checkpoint-2138/optimizer.pt +3 -0
- run-4/checkpoint-2138/rng_state.pth +3 -0
- run-4/checkpoint-2138/scheduler.pt +3 -0
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 267832560
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:895b4cfe56f9bbe61f6d2012ab8ec05f32493cb2973ad993275335f1e64bed55
|
| 3 |
size 267832560
|
run-2/checkpoint-6414/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert-base-uncased",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-2/checkpoint-6414/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:808e0a246341a493e48c2982ca451e81f4531e05f3428ac49e8a2f00794fbdf9
|
| 3 |
+
size 267832560
|
run-2/checkpoint-6414/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a0ba3198d71f4fd472e1871c205e3548d227853588654bc7512f8b0d9dfdaf1
|
| 3 |
+
size 535727290
|
run-2/checkpoint-6414/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b2276213d45264db040275028de0a8d1f0c5368380334f20db9fcc540f0a46e
|
| 3 |
+
size 14308
|
run-2/checkpoint-6414/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3139ec30d25d77e4bbd7a6330b1fd1343040178781225ba9b000a5c7097e154b
|
| 3 |
+
size 1064
|
run-2/checkpoint-6414/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-2/checkpoint-6414/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-2/checkpoint-6414/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-2/checkpoint-6414/trainer_state.json
ADDED
|
@@ -0,0 +1,125 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.0,
|
| 3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-2138",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 6414,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.23,
|
| 13 |
+
"learning_rate": 6.673421496233018e-05,
|
| 14 |
+
"loss": 0.6049,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 6.259026222000962e-05,
|
| 20 |
+
"loss": 0.6341,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.7,
|
| 25 |
+
"learning_rate": 5.844630947768907e-05,
|
| 26 |
+
"loss": 0.6276,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 5.4302356735368516e-05,
|
| 32 |
+
"loss": 0.614,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 1.0,
|
| 37 |
+
"eval_loss": 0.619145393371582,
|
| 38 |
+
"eval_matthews_correlation": 0.0,
|
| 39 |
+
"eval_runtime": 0.7293,
|
| 40 |
+
"eval_samples_per_second": 1430.082,
|
| 41 |
+
"eval_steps_per_second": 90.494,
|
| 42 |
+
"step": 2138
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 1.17,
|
| 46 |
+
"learning_rate": 5.015840399304796e-05,
|
| 47 |
+
"loss": 0.6223,
|
| 48 |
+
"step": 2500
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1.4,
|
| 52 |
+
"learning_rate": 4.601445125072741e-05,
|
| 53 |
+
"loss": 0.6101,
|
| 54 |
+
"step": 3000
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 1.64,
|
| 58 |
+
"learning_rate": 4.187049850840686e-05,
|
| 59 |
+
"loss": 0.6246,
|
| 60 |
+
"step": 3500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.87,
|
| 64 |
+
"learning_rate": 3.7726545766086306e-05,
|
| 65 |
+
"loss": 0.603,
|
| 66 |
+
"step": 4000
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 2.0,
|
| 70 |
+
"eval_loss": 0.6236200332641602,
|
| 71 |
+
"eval_matthews_correlation": 0.0,
|
| 72 |
+
"eval_runtime": 0.7355,
|
| 73 |
+
"eval_samples_per_second": 1418.007,
|
| 74 |
+
"eval_steps_per_second": 89.73,
|
| 75 |
+
"step": 4276
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 2.1,
|
| 79 |
+
"learning_rate": 3.358259302376575e-05,
|
| 80 |
+
"loss": 0.6119,
|
| 81 |
+
"step": 4500
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 2.34,
|
| 85 |
+
"learning_rate": 2.9438640281445205e-05,
|
| 86 |
+
"loss": 0.6139,
|
| 87 |
+
"step": 5000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 2.57,
|
| 91 |
+
"learning_rate": 2.529468753912465e-05,
|
| 92 |
+
"loss": 0.6024,
|
| 93 |
+
"step": 5500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 2.81,
|
| 97 |
+
"learning_rate": 2.1150734796804097e-05,
|
| 98 |
+
"loss": 0.6212,
|
| 99 |
+
"step": 6000
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 3.0,
|
| 103 |
+
"eval_loss": 0.6302978992462158,
|
| 104 |
+
"eval_matthews_correlation": 0.0,
|
| 105 |
+
"eval_runtime": 0.7272,
|
| 106 |
+
"eval_samples_per_second": 1434.322,
|
| 107 |
+
"eval_steps_per_second": 90.762,
|
| 108 |
+
"step": 6414
|
| 109 |
+
}
|
| 110 |
+
],
|
| 111 |
+
"logging_steps": 500,
|
| 112 |
+
"max_steps": 8552,
|
| 113 |
+
"num_input_tokens_seen": 0,
|
| 114 |
+
"num_train_epochs": 4,
|
| 115 |
+
"save_steps": 500,
|
| 116 |
+
"total_flos": 97903756622304.0,
|
| 117 |
+
"train_batch_size": 4,
|
| 118 |
+
"trial_name": null,
|
| 119 |
+
"trial_params": {
|
| 120 |
+
"learning_rate": 7.087816770465073e-05,
|
| 121 |
+
"num_train_epochs": 4,
|
| 122 |
+
"per_device_train_batch_size": 4,
|
| 123 |
+
"seed": 26
|
| 124 |
+
}
|
| 125 |
+
}
|
run-2/checkpoint-6414/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:229096f3c02d1f39e318a3c8267e4a335369e6543c5689f448d17d69600fc193
|
| 3 |
+
size 4792
|
run-2/checkpoint-6414/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-2/checkpoint-8552/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert-base-uncased",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-2/checkpoint-8552/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:340c15980550c5b995206b65498be761927b3a862a2ab58aaa141c628b53a492
|
| 3 |
+
size 267832560
|
run-2/checkpoint-8552/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0e586f61c41bc2a820fd3966babc6e1162abad0e2dbcb35c94a75b10f4176ca7
|
| 3 |
+
size 535727290
|
run-2/checkpoint-8552/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c56ef61e46b089dc2394b3c908da63c3e8fcf6121197a10a5759ab29c02e9a67
|
| 3 |
+
size 14308
|
run-2/checkpoint-8552/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3202026348d47fc1f55c9a79ddfb9a3bee9e24617c904788562546c66512bbab
|
| 3 |
+
size 1064
|
run-2/checkpoint-8552/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-2/checkpoint-8552/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-2/checkpoint-8552/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-2/checkpoint-8552/trainer_state.json
ADDED
|
@@ -0,0 +1,164 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.0,
|
| 3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-2138",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 8552,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.23,
|
| 13 |
+
"learning_rate": 6.673421496233018e-05,
|
| 14 |
+
"loss": 0.6049,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 6.259026222000962e-05,
|
| 20 |
+
"loss": 0.6341,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.7,
|
| 25 |
+
"learning_rate": 5.844630947768907e-05,
|
| 26 |
+
"loss": 0.6276,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 5.4302356735368516e-05,
|
| 32 |
+
"loss": 0.614,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 1.0,
|
| 37 |
+
"eval_loss": 0.619145393371582,
|
| 38 |
+
"eval_matthews_correlation": 0.0,
|
| 39 |
+
"eval_runtime": 0.7293,
|
| 40 |
+
"eval_samples_per_second": 1430.082,
|
| 41 |
+
"eval_steps_per_second": 90.494,
|
| 42 |
+
"step": 2138
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 1.17,
|
| 46 |
+
"learning_rate": 5.015840399304796e-05,
|
| 47 |
+
"loss": 0.6223,
|
| 48 |
+
"step": 2500
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1.4,
|
| 52 |
+
"learning_rate": 4.601445125072741e-05,
|
| 53 |
+
"loss": 0.6101,
|
| 54 |
+
"step": 3000
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 1.64,
|
| 58 |
+
"learning_rate": 4.187049850840686e-05,
|
| 59 |
+
"loss": 0.6246,
|
| 60 |
+
"step": 3500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.87,
|
| 64 |
+
"learning_rate": 3.7726545766086306e-05,
|
| 65 |
+
"loss": 0.603,
|
| 66 |
+
"step": 4000
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 2.0,
|
| 70 |
+
"eval_loss": 0.6236200332641602,
|
| 71 |
+
"eval_matthews_correlation": 0.0,
|
| 72 |
+
"eval_runtime": 0.7355,
|
| 73 |
+
"eval_samples_per_second": 1418.007,
|
| 74 |
+
"eval_steps_per_second": 89.73,
|
| 75 |
+
"step": 4276
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 2.1,
|
| 79 |
+
"learning_rate": 3.358259302376575e-05,
|
| 80 |
+
"loss": 0.6119,
|
| 81 |
+
"step": 4500
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 2.34,
|
| 85 |
+
"learning_rate": 2.9438640281445205e-05,
|
| 86 |
+
"loss": 0.6139,
|
| 87 |
+
"step": 5000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 2.57,
|
| 91 |
+
"learning_rate": 2.529468753912465e-05,
|
| 92 |
+
"loss": 0.6024,
|
| 93 |
+
"step": 5500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 2.81,
|
| 97 |
+
"learning_rate": 2.1150734796804097e-05,
|
| 98 |
+
"loss": 0.6212,
|
| 99 |
+
"step": 6000
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 3.0,
|
| 103 |
+
"eval_loss": 0.6302978992462158,
|
| 104 |
+
"eval_matthews_correlation": 0.0,
|
| 105 |
+
"eval_runtime": 0.7272,
|
| 106 |
+
"eval_samples_per_second": 1434.322,
|
| 107 |
+
"eval_steps_per_second": 90.762,
|
| 108 |
+
"step": 6414
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 3.04,
|
| 112 |
+
"learning_rate": 1.7006782054483546e-05,
|
| 113 |
+
"loss": 0.6063,
|
| 114 |
+
"step": 6500
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 3.27,
|
| 118 |
+
"learning_rate": 1.2862829312162994e-05,
|
| 119 |
+
"loss": 0.6178,
|
| 120 |
+
"step": 7000
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 3.51,
|
| 124 |
+
"learning_rate": 8.718876569842442e-06,
|
| 125 |
+
"loss": 0.6036,
|
| 126 |
+
"step": 7500
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 3.74,
|
| 130 |
+
"learning_rate": 4.57492382752189e-06,
|
| 131 |
+
"loss": 0.6152,
|
| 132 |
+
"step": 8000
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 3.98,
|
| 136 |
+
"learning_rate": 4.309710852013374e-07,
|
| 137 |
+
"loss": 0.6204,
|
| 138 |
+
"step": 8500
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 4.0,
|
| 142 |
+
"eval_loss": 0.622022807598114,
|
| 143 |
+
"eval_matthews_correlation": 0.0,
|
| 144 |
+
"eval_runtime": 0.734,
|
| 145 |
+
"eval_samples_per_second": 1420.905,
|
| 146 |
+
"eval_steps_per_second": 89.913,
|
| 147 |
+
"step": 8552
|
| 148 |
+
}
|
| 149 |
+
],
|
| 150 |
+
"logging_steps": 500,
|
| 151 |
+
"max_steps": 8552,
|
| 152 |
+
"num_input_tokens_seen": 0,
|
| 153 |
+
"num_train_epochs": 4,
|
| 154 |
+
"save_steps": 500,
|
| 155 |
+
"total_flos": 138656627387736.0,
|
| 156 |
+
"train_batch_size": 4,
|
| 157 |
+
"trial_name": null,
|
| 158 |
+
"trial_params": {
|
| 159 |
+
"learning_rate": 7.087816770465073e-05,
|
| 160 |
+
"num_train_epochs": 4,
|
| 161 |
+
"per_device_train_batch_size": 4,
|
| 162 |
+
"seed": 26
|
| 163 |
+
}
|
| 164 |
+
}
|
run-2/checkpoint-8552/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:229096f3c02d1f39e318a3c8267e4a335369e6543c5689f448d17d69600fc193
|
| 3 |
+
size 4792
|
run-2/checkpoint-8552/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-3/checkpoint-268/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert-base-uncased",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-3/checkpoint-268/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:150ba353979b873044b17ceef2fffff6b2a3ccb670e9ef0199cb02e9c66e4215
|
| 3 |
+
size 267832560
|
run-3/checkpoint-268/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0e954cb6468f51528c261281bda0da0e886099eba86a9b9f4b783cceb570b28
|
| 3 |
+
size 535727290
|
run-3/checkpoint-268/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b01dc255a18436c8560496aea22260af41c12a0f68311fdf1b6cd1946be72458
|
| 3 |
+
size 14244
|
run-3/checkpoint-268/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8dc0981832d41b0fe5f46e7c129125db763f9bc64a8a4119bb96e0bce286c2a
|
| 3 |
+
size 1064
|
run-3/checkpoint-268/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-3/checkpoint-268/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-3/checkpoint-268/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-3/checkpoint-268/trainer_state.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.0,
|
| 3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-268",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 268,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_loss": 0.6172963976860046,
|
| 14 |
+
"eval_matthews_correlation": 0.0,
|
| 15 |
+
"eval_runtime": 0.7451,
|
| 16 |
+
"eval_samples_per_second": 1399.774,
|
| 17 |
+
"eval_steps_per_second": 88.576,
|
| 18 |
+
"step": 268
|
| 19 |
+
}
|
| 20 |
+
],
|
| 21 |
+
"logging_steps": 500,
|
| 22 |
+
"max_steps": 268,
|
| 23 |
+
"num_input_tokens_seen": 0,
|
| 24 |
+
"num_train_epochs": 1,
|
| 25 |
+
"save_steps": 500,
|
| 26 |
+
"total_flos": 0,
|
| 27 |
+
"train_batch_size": 32,
|
| 28 |
+
"trial_name": null,
|
| 29 |
+
"trial_params": {
|
| 30 |
+
"learning_rate": 1.2470743887867703e-06,
|
| 31 |
+
"num_train_epochs": 1,
|
| 32 |
+
"per_device_train_batch_size": 32,
|
| 33 |
+
"seed": 30
|
| 34 |
+
}
|
| 35 |
+
}
|
run-3/checkpoint-268/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a9770c37754e611c4da0116a491a990826b1fa32e6cc67c1a4453d8081c5ed81
|
| 3 |
+
size 4792
|
run-3/checkpoint-268/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-4/checkpoint-1069/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert-base-uncased",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-4/checkpoint-1069/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1bda67fd208486255904ee208ecc44ab85ef0893f75636e18f3f40e942f21bb2
|
| 3 |
+
size 267832560
|
run-4/checkpoint-1069/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7a9f3f9a683762457dcdfda821b14d090bd680c960327043779831378ff5cbca
|
| 3 |
+
size 535727290
|
run-4/checkpoint-1069/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e4cad68f538e322f5ad28e53ea5dc75b8b122dffa1e894f8e631e297c02125d
|
| 3 |
+
size 14244
|
run-4/checkpoint-1069/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:924c2fd17d36d37418c9bc7275af6fd2181a11fd0e15ae4806bfe012db841523
|
| 3 |
+
size 1064
|
run-4/checkpoint-1069/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-4/checkpoint-1069/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-4/checkpoint-1069/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-4/checkpoint-1069/trainer_state.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.3636302567913777,
|
| 3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-1069",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1069,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.47,
|
| 13 |
+
"learning_rate": 2.7705893400665e-05,
|
| 14 |
+
"loss": 0.5565,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.94,
|
| 19 |
+
"learning_rate": 2.258843987265152e-05,
|
| 20 |
+
"loss": 0.506,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1.0,
|
| 25 |
+
"eval_loss": 0.560174822807312,
|
| 26 |
+
"eval_matthews_correlation": 0.3636302567913777,
|
| 27 |
+
"eval_runtime": 0.7427,
|
| 28 |
+
"eval_samples_per_second": 1404.306,
|
| 29 |
+
"eval_steps_per_second": 88.863,
|
| 30 |
+
"step": 1069
|
| 31 |
+
}
|
| 32 |
+
],
|
| 33 |
+
"logging_steps": 500,
|
| 34 |
+
"max_steps": 3207,
|
| 35 |
+
"num_input_tokens_seen": 0,
|
| 36 |
+
"num_train_epochs": 3,
|
| 37 |
+
"save_steps": 500,
|
| 38 |
+
"total_flos": 37738719995232.0,
|
| 39 |
+
"train_batch_size": 8,
|
| 40 |
+
"trial_name": null,
|
| 41 |
+
"trial_params": {
|
| 42 |
+
"learning_rate": 3.282334692867849e-05,
|
| 43 |
+
"num_train_epochs": 3,
|
| 44 |
+
"per_device_train_batch_size": 8,
|
| 45 |
+
"seed": 19
|
| 46 |
+
}
|
| 47 |
+
}
|
run-4/checkpoint-1069/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5b0036dfb72bd09fdd49fd778933781c9b7dc1c449bbd910174da63c43446a5a
|
| 3 |
+
size 4792
|
run-4/checkpoint-1069/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-4/checkpoint-2138/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert-base-uncased",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-4/checkpoint-2138/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c488c42dc2c418a8f02d0f828d173aec54f3465841e9120855e2070114d7078
|
| 3 |
+
size 267832560
|
run-4/checkpoint-2138/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:94abd5bfd0970fa86ad3b0b15dcb4a953c0e9b28f7caed22ef5b98b93e19f84a
|
| 3 |
+
size 535727290
|
run-4/checkpoint-2138/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e482e252db8f2a452e6b9d9668677605f33af9fa4d7f2eefd41a816584ace9fc
|
| 3 |
+
size 14244
|
run-4/checkpoint-2138/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6339d4a1bf884319f582128c855791b1af6bee514a30c8d2f479d75a27ee816
|
| 3 |
+
size 1064
|