Upload fine-tuned model checkpoints
Browse files- results/checkpoint-1036/config.json +36 -0
- results/checkpoint-1036/model.safetensors +3 -0
- results/checkpoint-1036/optimizer.pt +3 -0
- results/checkpoint-1036/rng_state.pth +3 -0
- results/checkpoint-1036/scaler.pt +3 -0
- results/checkpoint-1036/scheduler.pt +3 -0
- results/checkpoint-1036/special_tokens_map.json +7 -0
- results/checkpoint-1036/tokenizer.json +0 -0
- results/checkpoint-1036/tokenizer_config.json +56 -0
- results/checkpoint-1036/trainer_state.json +57 -0
- results/checkpoint-1036/training_args.bin +3 -0
- results/checkpoint-1036/vocab.txt +0 -0
- results/checkpoint-1551/config.json +36 -0
- results/checkpoint-1551/model.safetensors +3 -0
- results/checkpoint-1551/optimizer.pt +3 -0
- results/checkpoint-1551/rng_state.pth +3 -0
- results/checkpoint-1551/scaler.pt +3 -0
- results/checkpoint-1551/scheduler.pt +3 -0
- results/checkpoint-1551/special_tokens_map.json +7 -0
- results/checkpoint-1551/tokenizer.json +0 -0
- results/checkpoint-1551/tokenizer_config.json +56 -0
- results/checkpoint-1551/trainer_state.json +82 -0
- results/checkpoint-1551/training_args.bin +3 -0
- results/checkpoint-1551/vocab.txt +0 -0
- results/checkpoint-3108/config.json +36 -0
- results/checkpoint-3108/model.safetensors +3 -0
- results/checkpoint-3108/optimizer.pt +3 -0
- results/checkpoint-3108/rng_state.pth +3 -0
- results/checkpoint-3108/scaler.pt +3 -0
- results/checkpoint-3108/scheduler.pt +3 -0
- results/checkpoint-3108/special_tokens_map.json +7 -0
- results/checkpoint-3108/tokenizer.json +0 -0
- results/checkpoint-3108/tokenizer_config.json +56 -0
- results/checkpoint-3108/trainer_state.json +103 -0
- results/checkpoint-3108/training_args.bin +3 -0
- results/checkpoint-3108/vocab.txt +0 -0
results/checkpoint-1036/config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"LABEL_0": 0,
|
| 20 |
+
"LABEL_1": 1,
|
| 21 |
+
"LABEL_2": 2
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-12,
|
| 24 |
+
"max_position_embeddings": 512,
|
| 25 |
+
"model_type": "bert",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"pad_token_id": 0,
|
| 29 |
+
"position_embedding_type": "absolute",
|
| 30 |
+
"problem_type": "single_label_classification",
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.53.1",
|
| 33 |
+
"type_vocab_size": 2,
|
| 34 |
+
"use_cache": true,
|
| 35 |
+
"vocab_size": 30522
|
| 36 |
+
}
|
results/checkpoint-1036/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:304d8bebc9d40f660512dacd5d5aaf89b011e7f10d64f23eb6ade644b09ee2ab
|
| 3 |
+
size 437961724
|
results/checkpoint-1036/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05f8d2a1911ff0cac9c5e77a3f43f35c84c03b9a8ba353cb0ff0349d6eee8416
|
| 3 |
+
size 876044538
|
results/checkpoint-1036/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0629cb201d6cce55fae01158323ad0516f839e51d2619895706900248cbf7482
|
| 3 |
+
size 14244
|
results/checkpoint-1036/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb7e297daec985eb7e99899959fd2694bf17404b54a6bb42e96fffed5862754e
|
| 3 |
+
size 988
|
results/checkpoint-1036/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c2a9be62f30a3b1b49236be95738d002f2b118bb769c8414e0fe4137c849db6c
|
| 3 |
+
size 1064
|
results/checkpoint-1036/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 |
+
}
|
results/checkpoint-1036/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/checkpoint-1036/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
results/checkpoint-1036/trainer_state.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1036,
|
| 3 |
+
"best_metric": 0.3279893696308136,
|
| 4 |
+
"best_model_checkpoint": "./results/checkpoint-1036",
|
| 5 |
+
"epoch": 1.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 1036,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.4826254826254826,
|
| 14 |
+
"grad_norm": 14.053184509277344,
|
| 15 |
+
"learning_rate": 1.680823680823681e-05,
|
| 16 |
+
"loss": 0.5034,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.9652509652509652,
|
| 21 |
+
"grad_norm": 6.887276649475098,
|
| 22 |
+
"learning_rate": 1.3590733590733592e-05,
|
| 23 |
+
"loss": 0.3842,
|
| 24 |
+
"step": 1000
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 1.0,
|
| 28 |
+
"eval_accuracy": 0.8750678978815861,
|
| 29 |
+
"eval_loss": 0.3279893696308136,
|
| 30 |
+
"eval_runtime": 14.343,
|
| 31 |
+
"eval_samples_per_second": 128.355,
|
| 32 |
+
"eval_steps_per_second": 4.044,
|
| 33 |
+
"step": 1036
|
| 34 |
+
}
|
| 35 |
+
],
|
| 36 |
+
"logging_steps": 500,
|
| 37 |
+
"max_steps": 3108,
|
| 38 |
+
"num_input_tokens_seen": 0,
|
| 39 |
+
"num_train_epochs": 3,
|
| 40 |
+
"save_steps": 500,
|
| 41 |
+
"stateful_callbacks": {
|
| 42 |
+
"TrainerControl": {
|
| 43 |
+
"args": {
|
| 44 |
+
"should_epoch_stop": false,
|
| 45 |
+
"should_evaluate": false,
|
| 46 |
+
"should_log": false,
|
| 47 |
+
"should_save": true,
|
| 48 |
+
"should_training_stop": false
|
| 49 |
+
},
|
| 50 |
+
"attributes": {}
|
| 51 |
+
}
|
| 52 |
+
},
|
| 53 |
+
"total_flos": 4358999991499776.0,
|
| 54 |
+
"train_batch_size": 16,
|
| 55 |
+
"trial_name": null,
|
| 56 |
+
"trial_params": null
|
| 57 |
+
}
|
results/checkpoint-1036/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6de091362311e93a221844d4823e672138d7ebf5733d80c9b5892fee2d61670c
|
| 3 |
+
size 5304
|
results/checkpoint-1036/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/checkpoint-1551/config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"LABEL_0": 0,
|
| 20 |
+
"LABEL_1": 1,
|
| 21 |
+
"LABEL_2": 2
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-12,
|
| 24 |
+
"max_position_embeddings": 512,
|
| 25 |
+
"model_type": "bert",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"pad_token_id": 0,
|
| 29 |
+
"position_embedding_type": "absolute",
|
| 30 |
+
"problem_type": "single_label_classification",
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.53.1",
|
| 33 |
+
"type_vocab_size": 2,
|
| 34 |
+
"use_cache": true,
|
| 35 |
+
"vocab_size": 30522
|
| 36 |
+
}
|
results/checkpoint-1551/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4073b2e81f8f8647444da00fbc1d26ce3172e527456d1de6c688fb83f7529e02
|
| 3 |
+
size 437961724
|
results/checkpoint-1551/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a9ce7118c29c0ee451a36785a7174fac1195d897b12741400ac8cc9d60dcf29
|
| 3 |
+
size 876044538
|
results/checkpoint-1551/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:df7766fff8012fece33853aa61e44d27616387ca52c1e889219531835a54d9b1
|
| 3 |
+
size 14244
|
results/checkpoint-1551/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd4074f750df5ac2f7e47d1229e819273e01094a91dfab76dc17e459cc338919
|
| 3 |
+
size 988
|
results/checkpoint-1551/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e30ebf3dd1984c606aef006051ab279358c7a99291741fdf6705ec21d28313fa
|
| 3 |
+
size 1064
|
results/checkpoint-1551/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 |
+
}
|
results/checkpoint-1551/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/checkpoint-1551/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
results/checkpoint-1551/trainer_state.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1034,
|
| 3 |
+
"best_metric": 0.33625534176826477,
|
| 4 |
+
"best_model_checkpoint": "./results/checkpoint-1034",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 1551,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9671179883945842,
|
| 14 |
+
"grad_norm": 4.731949329376221,
|
| 15 |
+
"learning_rate": 1.3578336557059963e-05,
|
| 16 |
+
"loss": 0.4624,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.8535655960805661,
|
| 22 |
+
"eval_loss": 0.36626842617988586,
|
| 23 |
+
"eval_runtime": 12.9343,
|
| 24 |
+
"eval_samples_per_second": 142.025,
|
| 25 |
+
"eval_steps_per_second": 2.242,
|
| 26 |
+
"step": 517
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.9342359767891684,
|
| 30 |
+
"grad_norm": 6.004007816314697,
|
| 31 |
+
"learning_rate": 7.1437782076079955e-06,
|
| 32 |
+
"loss": 0.2511,
|
| 33 |
+
"step": 1000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 2.0,
|
| 37 |
+
"eval_accuracy": 0.8677191072400653,
|
| 38 |
+
"eval_loss": 0.33625534176826477,
|
| 39 |
+
"eval_runtime": 12.8805,
|
| 40 |
+
"eval_samples_per_second": 142.619,
|
| 41 |
+
"eval_steps_per_second": 2.251,
|
| 42 |
+
"step": 1034
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.9013539651837523,
|
| 46 |
+
"grad_norm": 8.314071655273438,
|
| 47 |
+
"learning_rate": 7.092198581560285e-07,
|
| 48 |
+
"loss": 0.1552,
|
| 49 |
+
"step": 1500
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 3.0,
|
| 53 |
+
"eval_accuracy": 0.8720740337506805,
|
| 54 |
+
"eval_loss": 0.3812296390533447,
|
| 55 |
+
"eval_runtime": 12.8743,
|
| 56 |
+
"eval_samples_per_second": 142.687,
|
| 57 |
+
"eval_steps_per_second": 2.253,
|
| 58 |
+
"step": 1551
|
| 59 |
+
}
|
| 60 |
+
],
|
| 61 |
+
"logging_steps": 500,
|
| 62 |
+
"max_steps": 1551,
|
| 63 |
+
"num_input_tokens_seen": 0,
|
| 64 |
+
"num_train_epochs": 3,
|
| 65 |
+
"save_steps": 500,
|
| 66 |
+
"stateful_callbacks": {
|
| 67 |
+
"TrainerControl": {
|
| 68 |
+
"args": {
|
| 69 |
+
"should_epoch_stop": false,
|
| 70 |
+
"should_evaluate": false,
|
| 71 |
+
"should_log": false,
|
| 72 |
+
"should_save": true,
|
| 73 |
+
"should_training_stop": true
|
| 74 |
+
},
|
| 75 |
+
"attributes": {}
|
| 76 |
+
}
|
| 77 |
+
},
|
| 78 |
+
"total_flos": 1.3045426364371968e+16,
|
| 79 |
+
"train_batch_size": 32,
|
| 80 |
+
"trial_name": null,
|
| 81 |
+
"trial_params": null
|
| 82 |
+
}
|
results/checkpoint-1551/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cfe12af29f7e720c2ae21286ce810666d033081b14cba2d61e95517c40bdccbc
|
| 3 |
+
size 5304
|
results/checkpoint-1551/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/checkpoint-3108/config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"LABEL_0": 0,
|
| 20 |
+
"LABEL_1": 1,
|
| 21 |
+
"LABEL_2": 2
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-12,
|
| 24 |
+
"max_position_embeddings": 512,
|
| 25 |
+
"model_type": "bert",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"pad_token_id": 0,
|
| 29 |
+
"position_embedding_type": "absolute",
|
| 30 |
+
"problem_type": "single_label_classification",
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.53.1",
|
| 33 |
+
"type_vocab_size": 2,
|
| 34 |
+
"use_cache": true,
|
| 35 |
+
"vocab_size": 30522
|
| 36 |
+
}
|
results/checkpoint-3108/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8720ae69ad8a22ba0dd71584ead2776498a8842b7c4bdc2b5c79fc42caffda6
|
| 3 |
+
size 437961724
|
results/checkpoint-3108/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55dd7cb68ef49dc05ee5b79a06e188ea2fdbcdda15a34f12dccf845eb2887056
|
| 3 |
+
size 876044538
|
results/checkpoint-3108/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d6b50ae4e13693031045bbf878094d509455c7420ae0665f0eddf8c7448058b
|
| 3 |
+
size 14244
|
results/checkpoint-3108/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:95eae2156f99f50b8dc0b0f561c513731d026409dcb7ef3f71a5ba36ecca69bf
|
| 3 |
+
size 988
|
results/checkpoint-3108/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3be100ced370b55c37f4b72599fd06a2dd51966d1d498e02be2ca92c51508c79
|
| 3 |
+
size 1064
|
results/checkpoint-3108/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 |
+
}
|
results/checkpoint-3108/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/checkpoint-3108/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
results/checkpoint-3108/trainer_state.json
ADDED
|
@@ -0,0 +1,103 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1036,
|
| 3 |
+
"best_metric": 0.3279893696308136,
|
| 4 |
+
"best_model_checkpoint": "./results/checkpoint-1036",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 3108,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.4826254826254826,
|
| 14 |
+
"grad_norm": 14.053184509277344,
|
| 15 |
+
"learning_rate": 1.680823680823681e-05,
|
| 16 |
+
"loss": 0.5034,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.9652509652509652,
|
| 21 |
+
"grad_norm": 6.887276649475098,
|
| 22 |
+
"learning_rate": 1.3590733590733592e-05,
|
| 23 |
+
"loss": 0.3842,
|
| 24 |
+
"step": 1000
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 1.0,
|
| 28 |
+
"eval_accuracy": 0.8750678978815861,
|
| 29 |
+
"eval_loss": 0.3279893696308136,
|
| 30 |
+
"eval_runtime": 14.343,
|
| 31 |
+
"eval_samples_per_second": 128.355,
|
| 32 |
+
"eval_steps_per_second": 4.044,
|
| 33 |
+
"step": 1036
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 1.4478764478764479,
|
| 37 |
+
"grad_norm": 6.9067792892456055,
|
| 38 |
+
"learning_rate": 1.0373230373230373e-05,
|
| 39 |
+
"loss": 0.2572,
|
| 40 |
+
"step": 1500
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 1.9305019305019306,
|
| 44 |
+
"grad_norm": 13.993288040161133,
|
| 45 |
+
"learning_rate": 7.155727155727157e-06,
|
| 46 |
+
"loss": 0.2339,
|
| 47 |
+
"step": 2000
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 2.0,
|
| 51 |
+
"eval_accuracy": 0.8750678978815861,
|
| 52 |
+
"eval_loss": 0.3709438443183899,
|
| 53 |
+
"eval_runtime": 14.2627,
|
| 54 |
+
"eval_samples_per_second": 129.078,
|
| 55 |
+
"eval_steps_per_second": 4.067,
|
| 56 |
+
"step": 2072
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 2.413127413127413,
|
| 60 |
+
"grad_norm": 0.07056383788585663,
|
| 61 |
+
"learning_rate": 3.938223938223939e-06,
|
| 62 |
+
"loss": 0.1442,
|
| 63 |
+
"step": 2500
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 2.8957528957528957,
|
| 67 |
+
"grad_norm": 22.20907211303711,
|
| 68 |
+
"learning_rate": 7.335907335907337e-07,
|
| 69 |
+
"loss": 0.1488,
|
| 70 |
+
"step": 3000
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 3.0,
|
| 74 |
+
"eval_accuracy": 0.8804997284084737,
|
| 75 |
+
"eval_loss": 0.46850883960723877,
|
| 76 |
+
"eval_runtime": 14.2613,
|
| 77 |
+
"eval_samples_per_second": 129.09,
|
| 78 |
+
"eval_steps_per_second": 4.067,
|
| 79 |
+
"step": 3108
|
| 80 |
+
}
|
| 81 |
+
],
|
| 82 |
+
"logging_steps": 500,
|
| 83 |
+
"max_steps": 3108,
|
| 84 |
+
"num_input_tokens_seen": 0,
|
| 85 |
+
"num_train_epochs": 3,
|
| 86 |
+
"save_steps": 500,
|
| 87 |
+
"stateful_callbacks": {
|
| 88 |
+
"TrainerControl": {
|
| 89 |
+
"args": {
|
| 90 |
+
"should_epoch_stop": false,
|
| 91 |
+
"should_evaluate": false,
|
| 92 |
+
"should_log": false,
|
| 93 |
+
"should_save": true,
|
| 94 |
+
"should_training_stop": true
|
| 95 |
+
},
|
| 96 |
+
"attributes": {}
|
| 97 |
+
}
|
| 98 |
+
},
|
| 99 |
+
"total_flos": 1.3076999974499328e+16,
|
| 100 |
+
"train_batch_size": 16,
|
| 101 |
+
"trial_name": null,
|
| 102 |
+
"trial_params": null
|
| 103 |
+
}
|
results/checkpoint-3108/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6de091362311e93a221844d4823e672138d7ebf5733d80c9b5892fee2d61670c
|
| 3 |
+
size 5304
|
results/checkpoint-3108/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|