Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-0/checkpoint-3280/config.json +35 -0
- run-0/checkpoint-3280/model.safetensors +3 -0
- run-0/checkpoint-3280/optimizer.pt +3 -0
- run-0/checkpoint-3280/rng_state.pth +3 -0
- run-0/checkpoint-3280/scheduler.pt +3 -0
- run-0/checkpoint-3280/special_tokens_map.json +7 -0
- run-0/checkpoint-3280/tokenizer.json +0 -0
- run-0/checkpoint-3280/tokenizer_config.json +55 -0
- run-0/checkpoint-3280/trainer_state.json +116 -0
- run-0/checkpoint-3280/training_args.bin +3 -0
- run-0/checkpoint-3280/vocab.txt +0 -0
- runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3 +2 -2
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 267835644
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:249b1157edef1e2de15752e74e4e2344d094183b59595c8a1149623c80263e9e
|
| 3 |
size 267835644
|
run-0/checkpoint-3280/config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert/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 |
+
"id2label": {
|
| 12 |
+
"0": "Not-Applicable",
|
| 13 |
+
"1": "Closed",
|
| 14 |
+
"2": "Open"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"Closed": 1,
|
| 19 |
+
"Not-Applicable": 0,
|
| 20 |
+
"Open": 2
|
| 21 |
+
},
|
| 22 |
+
"max_position_embeddings": 512,
|
| 23 |
+
"model_type": "distilbert",
|
| 24 |
+
"n_heads": 12,
|
| 25 |
+
"n_layers": 6,
|
| 26 |
+
"pad_token_id": 0,
|
| 27 |
+
"problem_type": "single_label_classification",
|
| 28 |
+
"qa_dropout": 0.1,
|
| 29 |
+
"seq_classif_dropout": 0.2,
|
| 30 |
+
"sinusoidal_pos_embds": false,
|
| 31 |
+
"tie_weights_": true,
|
| 32 |
+
"torch_dtype": "float32",
|
| 33 |
+
"transformers_version": "4.41.2",
|
| 34 |
+
"vocab_size": 30522
|
| 35 |
+
}
|
run-0/checkpoint-3280/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:249b1157edef1e2de15752e74e4e2344d094183b59595c8a1149623c80263e9e
|
| 3 |
+
size 267835644
|
run-0/checkpoint-3280/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fbe50db84baaad212f5fab5f652c3ffae4473e85c0b16f000acb7e9f59cc57a6
|
| 3 |
+
size 535733434
|
run-0/checkpoint-3280/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca0ffe8661d2be56aeb6195841aa2af73df40b5dee5fbde19cbfad8303707e28
|
| 3 |
+
size 14308
|
run-0/checkpoint-3280/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bdafda64fcabe6196e923f5a08b3110775f8eebb60c3b7d818e2ea268d9dc77b
|
| 3 |
+
size 1064
|
run-0/checkpoint-3280/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-0/checkpoint-3280/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-3280/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-0/checkpoint-3280/trainer_state.json
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.32205894589424133,
|
| 3 |
+
"best_model_checkpoint": "bert-finetuned-das/run-0/checkpoint-820",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 3280,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.6097560975609756,
|
| 13 |
+
"grad_norm": 6.909906387329102,
|
| 14 |
+
"learning_rate": 1.2707321441211695e-05,
|
| 15 |
+
"loss": 0.482,
|
| 16 |
+
"step": 500
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_accuracy": 0.8989037758830695,
|
| 21 |
+
"eval_loss": 0.32205894589424133,
|
| 22 |
+
"eval_runtime": 2.1237,
|
| 23 |
+
"eval_samples_per_second": 386.598,
|
| 24 |
+
"eval_steps_per_second": 24.486,
|
| 25 |
+
"step": 820
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.2195121951219512,
|
| 29 |
+
"grad_norm": 11.560399055480957,
|
| 30 |
+
"learning_rate": 1.0421831973367864e-05,
|
| 31 |
+
"loss": 0.3702,
|
| 32 |
+
"step": 1000
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 1.8292682926829267,
|
| 36 |
+
"grad_norm": 14.808815002441406,
|
| 37 |
+
"learning_rate": 8.136342505524035e-06,
|
| 38 |
+
"loss": 0.305,
|
| 39 |
+
"step": 1500
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 2.0,
|
| 43 |
+
"eval_accuracy": 0.9110840438489647,
|
| 44 |
+
"eval_loss": 0.32592716813087463,
|
| 45 |
+
"eval_runtime": 2.0954,
|
| 46 |
+
"eval_samples_per_second": 391.814,
|
| 47 |
+
"eval_steps_per_second": 24.816,
|
| 48 |
+
"step": 1640
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 2.4390243902439024,
|
| 52 |
+
"grad_norm": 0.16634021699428558,
|
| 53 |
+
"learning_rate": 5.8508530376802055e-06,
|
| 54 |
+
"loss": 0.2068,
|
| 55 |
+
"step": 2000
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 3.0,
|
| 59 |
+
"eval_accuracy": 0.9086479902557856,
|
| 60 |
+
"eval_loss": 0.3789357542991638,
|
| 61 |
+
"eval_runtime": 2.0963,
|
| 62 |
+
"eval_samples_per_second": 391.652,
|
| 63 |
+
"eval_steps_per_second": 24.806,
|
| 64 |
+
"step": 2460
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 3.048780487804878,
|
| 68 |
+
"grad_norm": 0.1265229731798172,
|
| 69 |
+
"learning_rate": 3.565363569836375e-06,
|
| 70 |
+
"loss": 0.2238,
|
| 71 |
+
"step": 2500
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"epoch": 3.658536585365854,
|
| 75 |
+
"grad_norm": 0.020687824115157127,
|
| 76 |
+
"learning_rate": 1.279874101992545e-06,
|
| 77 |
+
"loss": 0.1217,
|
| 78 |
+
"step": 3000
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 4.0,
|
| 82 |
+
"eval_accuracy": 0.904993909866017,
|
| 83 |
+
"eval_loss": 0.43472909927368164,
|
| 84 |
+
"eval_runtime": 2.1089,
|
| 85 |
+
"eval_samples_per_second": 389.295,
|
| 86 |
+
"eval_steps_per_second": 24.657,
|
| 87 |
+
"step": 3280
|
| 88 |
+
}
|
| 89 |
+
],
|
| 90 |
+
"logging_steps": 500,
|
| 91 |
+
"max_steps": 3280,
|
| 92 |
+
"num_input_tokens_seen": 0,
|
| 93 |
+
"num_train_epochs": 4,
|
| 94 |
+
"save_steps": 500,
|
| 95 |
+
"stateful_callbacks": {
|
| 96 |
+
"TrainerControl": {
|
| 97 |
+
"args": {
|
| 98 |
+
"should_epoch_stop": false,
|
| 99 |
+
"should_evaluate": false,
|
| 100 |
+
"should_log": false,
|
| 101 |
+
"should_save": true,
|
| 102 |
+
"should_training_stop": true
|
| 103 |
+
},
|
| 104 |
+
"attributes": {}
|
| 105 |
+
}
|
| 106 |
+
},
|
| 107 |
+
"total_flos": 252408710591136.0,
|
| 108 |
+
"train_batch_size": 4,
|
| 109 |
+
"trial_name": null,
|
| 110 |
+
"trial_params": {
|
| 111 |
+
"learning_rate": 1.4992810909055526e-05,
|
| 112 |
+
"num_train_epochs": 4,
|
| 113 |
+
"per_device_train_batch_size": 4,
|
| 114 |
+
"seed": 20
|
| 115 |
+
}
|
| 116 |
+
}
|
run-0/checkpoint-3280/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b0f5d683ba7842a9befa31fbd56c9c9d4eb9148c126c4076136fed0b561b05d
|
| 3 |
+
size 5112
|
run-0/checkpoint-3280/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8826ef2925ed06e60b844b8d918a3ac8a1f4a0f7da7944a6f7d0c2c1cef7c6b
|
| 3 |
+
size 7809
|