Upload folder using huggingface_hub
Browse files- checkpoint-7500/config.json +71 -0
- checkpoint-7500/model.safetensors +3 -0
- checkpoint-7500/optimizer.pt +3 -0
- checkpoint-7500/rng_state.pth +3 -0
- checkpoint-7500/scheduler.pt +3 -0
- checkpoint-7500/special_tokens_map.json +37 -0
- checkpoint-7500/tokenizer.json +0 -0
- checkpoint-7500/tokenizer_config.json +56 -0
- checkpoint-7500/trainer_state.json +319 -0
- checkpoint-7500/training_args.bin +3 -0
- checkpoint-7500/vocab.txt +0 -0
- checkpoint-8236/config.json +71 -0
- checkpoint-8236/model.safetensors +3 -0
- checkpoint-8236/optimizer.pt +3 -0
- checkpoint-8236/rng_state.pth +3 -0
- checkpoint-8236/scheduler.pt +3 -0
- checkpoint-8236/special_tokens_map.json +37 -0
- checkpoint-8236/tokenizer.json +0 -0
- checkpoint-8236/tokenizer_config.json +56 -0
- checkpoint-8236/trainer_state.json +338 -0
- checkpoint-8236/training_args.bin +3 -0
- checkpoint-8236/vocab.txt +0 -0
checkpoint-7500/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6",
|
| 18 |
+
"7": "LABEL_7",
|
| 19 |
+
"8": "LABEL_8",
|
| 20 |
+
"9": "LABEL_9",
|
| 21 |
+
"10": "LABEL_10",
|
| 22 |
+
"11": "LABEL_11",
|
| 23 |
+
"12": "LABEL_12",
|
| 24 |
+
"13": "LABEL_13",
|
| 25 |
+
"14": "LABEL_14",
|
| 26 |
+
"15": "LABEL_15",
|
| 27 |
+
"16": "LABEL_16",
|
| 28 |
+
"17": "LABEL_17",
|
| 29 |
+
"18": "LABEL_18",
|
| 30 |
+
"19": "LABEL_19",
|
| 31 |
+
"20": "LABEL_20"
|
| 32 |
+
},
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"label2id": {
|
| 35 |
+
"LABEL_0": 0,
|
| 36 |
+
"LABEL_1": 1,
|
| 37 |
+
"LABEL_10": 10,
|
| 38 |
+
"LABEL_11": 11,
|
| 39 |
+
"LABEL_12": 12,
|
| 40 |
+
"LABEL_13": 13,
|
| 41 |
+
"LABEL_14": 14,
|
| 42 |
+
"LABEL_15": 15,
|
| 43 |
+
"LABEL_16": 16,
|
| 44 |
+
"LABEL_17": 17,
|
| 45 |
+
"LABEL_18": 18,
|
| 46 |
+
"LABEL_19": 19,
|
| 47 |
+
"LABEL_2": 2,
|
| 48 |
+
"LABEL_20": 20,
|
| 49 |
+
"LABEL_3": 3,
|
| 50 |
+
"LABEL_4": 4,
|
| 51 |
+
"LABEL_5": 5,
|
| 52 |
+
"LABEL_6": 6,
|
| 53 |
+
"LABEL_7": 7,
|
| 54 |
+
"LABEL_8": 8,
|
| 55 |
+
"LABEL_9": 9
|
| 56 |
+
},
|
| 57 |
+
"max_position_embeddings": 512,
|
| 58 |
+
"model_type": "distilbert",
|
| 59 |
+
"n_heads": 12,
|
| 60 |
+
"n_layers": 6,
|
| 61 |
+
"output_past": true,
|
| 62 |
+
"pad_token_id": 0,
|
| 63 |
+
"problem_type": "single_label_classification",
|
| 64 |
+
"qa_dropout": 0.1,
|
| 65 |
+
"seq_classif_dropout": 0.2,
|
| 66 |
+
"sinusoidal_pos_embds": false,
|
| 67 |
+
"tie_weights_": true,
|
| 68 |
+
"torch_dtype": "float32",
|
| 69 |
+
"transformers_version": "4.52.4",
|
| 70 |
+
"vocab_size": 119547
|
| 71 |
+
}
|
checkpoint-7500/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b447bfea7bb6819377e4bc9d0017e0ab2ef9ae6ecd0dd40c942d9b10c0f84813
|
| 3 |
+
size 541375820
|
checkpoint-7500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c339221ce89f64717876c8d8fabb0be656009767716741cdc6be194d5b0f4d4
|
| 3 |
+
size 1082813754
|
checkpoint-7500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0c2f3a5c7fc54692d0487a13705cf9d02e88136c3a95e75ac8c71c9c37468837
|
| 3 |
+
size 14244
|
checkpoint-7500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5c510928b4428c49d3a993c5f72a9e1be30277be840fb66eeb42ec30a0e2ffee
|
| 3 |
+
size 1064
|
checkpoint-7500/special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"mask_token": {
|
| 10 |
+
"content": "[MASK]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"sep_token": {
|
| 24 |
+
"content": "[SEP]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"unk_token": {
|
| 31 |
+
"content": "[UNK]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
}
|
| 37 |
+
}
|
checkpoint-7500/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-7500/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": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": false,
|
| 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": "DistilBertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
checkpoint-7500/trainer_state.json
ADDED
|
@@ -0,0 +1,319 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 7500,
|
| 3 |
+
"best_metric": 0.7842453714436081,
|
| 4 |
+
"best_model_checkpoint": "./distilbert-base-AuthId/checkpoint-7500",
|
| 5 |
+
"epoch": 3.642544924720738,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 7500,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.24283632831471588,
|
| 14 |
+
"grad_norm": 10.536812782287598,
|
| 15 |
+
"learning_rate": 4.8446601941747576e-05,
|
| 16 |
+
"loss": 2.4424,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.24283632831471588,
|
| 21 |
+
"eval_accuracy": 0.4645176810199663,
|
| 22 |
+
"eval_f1_macro": 0.38214194553778474,
|
| 23 |
+
"eval_loss": 1.7513902187347412,
|
| 24 |
+
"eval_precision_macro": 0.42410548716505947,
|
| 25 |
+
"eval_recall_macro": 0.4570777134531091,
|
| 26 |
+
"eval_runtime": 44.1019,
|
| 27 |
+
"eval_samples_per_second": 94.259,
|
| 28 |
+
"eval_steps_per_second": 5.895,
|
| 29 |
+
"step": 500
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 0.48567265662943176,
|
| 33 |
+
"grad_norm": 8.661422729492188,
|
| 34 |
+
"learning_rate": 7.989001438410175e-05,
|
| 35 |
+
"loss": 1.3721,
|
| 36 |
+
"step": 1000
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 0.48567265662943176,
|
| 40 |
+
"eval_accuracy": 0.5208082751984604,
|
| 41 |
+
"eval_f1_macro": 0.4454367070109959,
|
| 42 |
+
"eval_loss": 1.5558406114578247,
|
| 43 |
+
"eval_precision_macro": 0.49026128200564273,
|
| 44 |
+
"eval_recall_macro": 0.5024706104342445,
|
| 45 |
+
"eval_runtime": 44.445,
|
| 46 |
+
"eval_samples_per_second": 93.531,
|
| 47 |
+
"eval_steps_per_second": 5.85,
|
| 48 |
+
"step": 1000
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 0.7285089849441476,
|
| 52 |
+
"grad_norm": 11.807583808898926,
|
| 53 |
+
"learning_rate": 7.837406915300635e-05,
|
| 54 |
+
"loss": 0.9647,
|
| 55 |
+
"step": 1500
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 0.7285089849441476,
|
| 59 |
+
"eval_accuracy": 0.6812605244166466,
|
| 60 |
+
"eval_f1_macro": 0.5864448295094548,
|
| 61 |
+
"eval_loss": 1.1119331121444702,
|
| 62 |
+
"eval_precision_macro": 0.5984183492980578,
|
| 63 |
+
"eval_recall_macro": 0.6268369019392432,
|
| 64 |
+
"eval_runtime": 44.5983,
|
| 65 |
+
"eval_samples_per_second": 93.21,
|
| 66 |
+
"eval_steps_per_second": 5.83,
|
| 67 |
+
"step": 1500
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 0.9713453132588635,
|
| 71 |
+
"grad_norm": 27.49161720275879,
|
| 72 |
+
"learning_rate": 7.514108265155405e-05,
|
| 73 |
+
"loss": 0.7867,
|
| 74 |
+
"step": 2000
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 0.9713453132588635,
|
| 78 |
+
"eval_accuracy": 0.713014192927592,
|
| 79 |
+
"eval_f1_macro": 0.6520857054306285,
|
| 80 |
+
"eval_loss": 1.003157615661621,
|
| 81 |
+
"eval_precision_macro": 0.6618591636767543,
|
| 82 |
+
"eval_recall_macro": 0.6977243147676733,
|
| 83 |
+
"eval_runtime": 45.2348,
|
| 84 |
+
"eval_samples_per_second": 91.898,
|
| 85 |
+
"eval_steps_per_second": 5.748,
|
| 86 |
+
"step": 2000
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 1.2141816415735793,
|
| 90 |
+
"grad_norm": 17.49410629272461,
|
| 91 |
+
"learning_rate": 7.033571431701654e-05,
|
| 92 |
+
"loss": 0.5712,
|
| 93 |
+
"step": 2500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 1.2141816415735793,
|
| 97 |
+
"eval_accuracy": 0.7101274957902334,
|
| 98 |
+
"eval_f1_macro": 0.6578185186923463,
|
| 99 |
+
"eval_loss": 1.0687695741653442,
|
| 100 |
+
"eval_precision_macro": 0.6947126776112352,
|
| 101 |
+
"eval_recall_macro": 0.6807690177369954,
|
| 102 |
+
"eval_runtime": 45.4304,
|
| 103 |
+
"eval_samples_per_second": 91.503,
|
| 104 |
+
"eval_steps_per_second": 5.723,
|
| 105 |
+
"step": 2500
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 1.4570179698882952,
|
| 109 |
+
"grad_norm": 14.797587394714355,
|
| 110 |
+
"learning_rate": 6.417297954733794e-05,
|
| 111 |
+
"loss": 0.5118,
|
| 112 |
+
"step": 3000
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 1.4570179698882952,
|
| 116 |
+
"eval_accuracy": 0.7466923261967765,
|
| 117 |
+
"eval_f1_macro": 0.6802785705299167,
|
| 118 |
+
"eval_loss": 0.9464945197105408,
|
| 119 |
+
"eval_precision_macro": 0.6962547831411214,
|
| 120 |
+
"eval_recall_macro": 0.7067511752266095,
|
| 121 |
+
"eval_runtime": 45.0782,
|
| 122 |
+
"eval_samples_per_second": 92.217,
|
| 123 |
+
"eval_steps_per_second": 5.768,
|
| 124 |
+
"step": 3000
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 1.6998542982030111,
|
| 128 |
+
"grad_norm": 11.592080116271973,
|
| 129 |
+
"learning_rate": 5.692862887331573e-05,
|
| 130 |
+
"loss": 0.4238,
|
| 131 |
+
"step": 3500
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 1.6998542982030111,
|
| 135 |
+
"eval_accuracy": 0.7529468366610537,
|
| 136 |
+
"eval_f1_macro": 0.6887735293131003,
|
| 137 |
+
"eval_loss": 1.0284276008605957,
|
| 138 |
+
"eval_precision_macro": 0.7004815690389604,
|
| 139 |
+
"eval_recall_macro": 0.7209895448469402,
|
| 140 |
+
"eval_runtime": 45.0958,
|
| 141 |
+
"eval_samples_per_second": 92.182,
|
| 142 |
+
"eval_steps_per_second": 5.766,
|
| 143 |
+
"step": 3500
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 1.942690626517727,
|
| 147 |
+
"grad_norm": 1.7279024124145508,
|
| 148 |
+
"learning_rate": 4.892680954747708e-05,
|
| 149 |
+
"loss": 0.383,
|
| 150 |
+
"step": 4000
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 1.942690626517727,
|
| 154 |
+
"eval_accuracy": 0.7784459947077219,
|
| 155 |
+
"eval_f1_macro": 0.7004470067611618,
|
| 156 |
+
"eval_loss": 0.9373700618743896,
|
| 157 |
+
"eval_precision_macro": 0.7012745858922871,
|
| 158 |
+
"eval_recall_macro": 0.7363165995805543,
|
| 159 |
+
"eval_runtime": 45.0166,
|
| 160 |
+
"eval_samples_per_second": 92.344,
|
| 161 |
+
"eval_steps_per_second": 5.776,
|
| 162 |
+
"step": 4000
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 2.1855269548324427,
|
| 166 |
+
"grad_norm": 11.464333534240723,
|
| 167 |
+
"learning_rate": 4.052556162978074e-05,
|
| 168 |
+
"loss": 0.2498,
|
| 169 |
+
"step": 4500
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 2.1855269548324427,
|
| 173 |
+
"eval_accuracy": 0.7897522251623768,
|
| 174 |
+
"eval_f1_macro": 0.736934271206392,
|
| 175 |
+
"eval_loss": 0.8516831398010254,
|
| 176 |
+
"eval_precision_macro": 0.7471052855094972,
|
| 177 |
+
"eval_recall_macro": 0.7513822718605427,
|
| 178 |
+
"eval_runtime": 45.2063,
|
| 179 |
+
"eval_samples_per_second": 91.956,
|
| 180 |
+
"eval_steps_per_second": 5.751,
|
| 181 |
+
"step": 4500
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 2.4283632831471587,
|
| 185 |
+
"grad_norm": 13.227448463439941,
|
| 186 |
+
"learning_rate": 3.2100797545350794e-05,
|
| 187 |
+
"loss": 0.2012,
|
| 188 |
+
"step": 5000
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 2.4283632831471587,
|
| 192 |
+
"eval_accuracy": 0.7952850613423141,
|
| 193 |
+
"eval_f1_macro": 0.7384644794255656,
|
| 194 |
+
"eval_loss": 0.8422956466674805,
|
| 195 |
+
"eval_precision_macro": 0.7407858112231859,
|
| 196 |
+
"eval_recall_macro": 0.7593629429944239,
|
| 197 |
+
"eval_runtime": 45.0668,
|
| 198 |
+
"eval_samples_per_second": 92.241,
|
| 199 |
+
"eval_steps_per_second": 5.769,
|
| 200 |
+
"step": 5000
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 2.6711996114618746,
|
| 204 |
+
"grad_norm": 14.610297203063965,
|
| 205 |
+
"learning_rate": 2.402948194623674e-05,
|
| 206 |
+
"loss": 0.1888,
|
| 207 |
+
"step": 5500
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 2.6711996114618746,
|
| 211 |
+
"eval_accuracy": 0.8383449603079144,
|
| 212 |
+
"eval_f1_macro": 0.7668856441209034,
|
| 213 |
+
"eval_loss": 0.7612192034721375,
|
| 214 |
+
"eval_precision_macro": 0.759848794474667,
|
| 215 |
+
"eval_recall_macro": 0.7875978932242379,
|
| 216 |
+
"eval_runtime": 44.9628,
|
| 217 |
+
"eval_samples_per_second": 92.454,
|
| 218 |
+
"eval_steps_per_second": 5.783,
|
| 219 |
+
"step": 5500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 2.9140359397765905,
|
| 223 |
+
"grad_norm": 2.9459526538848877,
|
| 224 |
+
"learning_rate": 1.667276449145691e-05,
|
| 225 |
+
"loss": 0.1478,
|
| 226 |
+
"step": 6000
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 2.9140359397765905,
|
| 230 |
+
"eval_accuracy": 0.8284820784219389,
|
| 231 |
+
"eval_f1_macro": 0.7648949869466338,
|
| 232 |
+
"eval_loss": 0.7956407070159912,
|
| 233 |
+
"eval_precision_macro": 0.7582819516660327,
|
| 234 |
+
"eval_recall_macro": 0.7872534623468304,
|
| 235 |
+
"eval_runtime": 45.0026,
|
| 236 |
+
"eval_samples_per_second": 92.372,
|
| 237 |
+
"eval_steps_per_second": 5.777,
|
| 238 |
+
"step": 6000
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 3.1568722680913064,
|
| 242 |
+
"grad_norm": 0.04966867342591286,
|
| 243 |
+
"learning_rate": 1.035982026624521e-05,
|
| 244 |
+
"loss": 0.0805,
|
| 245 |
+
"step": 6500
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 3.1568722680913064,
|
| 249 |
+
"eval_accuracy": 0.8397883088765937,
|
| 250 |
+
"eval_f1_macro": 0.779163123362359,
|
| 251 |
+
"eval_loss": 0.7845637798309326,
|
| 252 |
+
"eval_precision_macro": 0.7736785485737475,
|
| 253 |
+
"eval_recall_macro": 0.7972932500440235,
|
| 254 |
+
"eval_runtime": 44.623,
|
| 255 |
+
"eval_samples_per_second": 93.158,
|
| 256 |
+
"eval_steps_per_second": 5.827,
|
| 257 |
+
"step": 6500
|
| 258 |
+
},
|
| 259 |
+
{
|
| 260 |
+
"epoch": 3.3997085964060223,
|
| 261 |
+
"grad_norm": 0.054828643798828125,
|
| 262 |
+
"learning_rate": 5.373120898224163e-06,
|
| 263 |
+
"loss": 0.054,
|
| 264 |
+
"step": 7000
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"epoch": 3.3997085964060223,
|
| 268 |
+
"eval_accuracy": 0.8390666345922541,
|
| 269 |
+
"eval_f1_macro": 0.7789886096417518,
|
| 270 |
+
"eval_loss": 0.8231712579727173,
|
| 271 |
+
"eval_precision_macro": 0.7722144919792829,
|
| 272 |
+
"eval_recall_macro": 0.7985903156380745,
|
| 273 |
+
"eval_runtime": 44.6487,
|
| 274 |
+
"eval_samples_per_second": 93.105,
|
| 275 |
+
"eval_steps_per_second": 5.823,
|
| 276 |
+
"step": 7000
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 3.642544924720738,
|
| 280 |
+
"grad_norm": 8.141491889953613,
|
| 281 |
+
"learning_rate": 1.935795411934156e-06,
|
| 282 |
+
"loss": 0.0683,
|
| 283 |
+
"step": 7500
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"epoch": 3.642544924720738,
|
| 287 |
+
"eval_accuracy": 0.8448400288669714,
|
| 288 |
+
"eval_f1_macro": 0.7842453714436081,
|
| 289 |
+
"eval_loss": 0.7753947377204895,
|
| 290 |
+
"eval_precision_macro": 0.7754804853445821,
|
| 291 |
+
"eval_recall_macro": 0.8051232260351716,
|
| 292 |
+
"eval_runtime": 45.7414,
|
| 293 |
+
"eval_samples_per_second": 90.881,
|
| 294 |
+
"eval_steps_per_second": 5.684,
|
| 295 |
+
"step": 7500
|
| 296 |
+
}
|
| 297 |
+
],
|
| 298 |
+
"logging_steps": 500,
|
| 299 |
+
"max_steps": 8236,
|
| 300 |
+
"num_input_tokens_seen": 0,
|
| 301 |
+
"num_train_epochs": 4,
|
| 302 |
+
"save_steps": 500,
|
| 303 |
+
"stateful_callbacks": {
|
| 304 |
+
"TrainerControl": {
|
| 305 |
+
"args": {
|
| 306 |
+
"should_epoch_stop": false,
|
| 307 |
+
"should_evaluate": false,
|
| 308 |
+
"should_log": false,
|
| 309 |
+
"should_save": true,
|
| 310 |
+
"should_training_stop": false
|
| 311 |
+
},
|
| 312 |
+
"attributes": {}
|
| 313 |
+
}
|
| 314 |
+
},
|
| 315 |
+
"total_flos": 1.5900281427207168e+16,
|
| 316 |
+
"train_batch_size": 16,
|
| 317 |
+
"trial_name": null,
|
| 318 |
+
"trial_params": null
|
| 319 |
+
}
|
checkpoint-7500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c62d5b95ae007f7f68dfb168685d5940013d7e1bd191a6beea90ad5b2a515d2
|
| 3 |
+
size 5304
|
checkpoint-7500/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-8236/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6",
|
| 18 |
+
"7": "LABEL_7",
|
| 19 |
+
"8": "LABEL_8",
|
| 20 |
+
"9": "LABEL_9",
|
| 21 |
+
"10": "LABEL_10",
|
| 22 |
+
"11": "LABEL_11",
|
| 23 |
+
"12": "LABEL_12",
|
| 24 |
+
"13": "LABEL_13",
|
| 25 |
+
"14": "LABEL_14",
|
| 26 |
+
"15": "LABEL_15",
|
| 27 |
+
"16": "LABEL_16",
|
| 28 |
+
"17": "LABEL_17",
|
| 29 |
+
"18": "LABEL_18",
|
| 30 |
+
"19": "LABEL_19",
|
| 31 |
+
"20": "LABEL_20"
|
| 32 |
+
},
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"label2id": {
|
| 35 |
+
"LABEL_0": 0,
|
| 36 |
+
"LABEL_1": 1,
|
| 37 |
+
"LABEL_10": 10,
|
| 38 |
+
"LABEL_11": 11,
|
| 39 |
+
"LABEL_12": 12,
|
| 40 |
+
"LABEL_13": 13,
|
| 41 |
+
"LABEL_14": 14,
|
| 42 |
+
"LABEL_15": 15,
|
| 43 |
+
"LABEL_16": 16,
|
| 44 |
+
"LABEL_17": 17,
|
| 45 |
+
"LABEL_18": 18,
|
| 46 |
+
"LABEL_19": 19,
|
| 47 |
+
"LABEL_2": 2,
|
| 48 |
+
"LABEL_20": 20,
|
| 49 |
+
"LABEL_3": 3,
|
| 50 |
+
"LABEL_4": 4,
|
| 51 |
+
"LABEL_5": 5,
|
| 52 |
+
"LABEL_6": 6,
|
| 53 |
+
"LABEL_7": 7,
|
| 54 |
+
"LABEL_8": 8,
|
| 55 |
+
"LABEL_9": 9
|
| 56 |
+
},
|
| 57 |
+
"max_position_embeddings": 512,
|
| 58 |
+
"model_type": "distilbert",
|
| 59 |
+
"n_heads": 12,
|
| 60 |
+
"n_layers": 6,
|
| 61 |
+
"output_past": true,
|
| 62 |
+
"pad_token_id": 0,
|
| 63 |
+
"problem_type": "single_label_classification",
|
| 64 |
+
"qa_dropout": 0.1,
|
| 65 |
+
"seq_classif_dropout": 0.2,
|
| 66 |
+
"sinusoidal_pos_embds": false,
|
| 67 |
+
"tie_weights_": true,
|
| 68 |
+
"torch_dtype": "float32",
|
| 69 |
+
"transformers_version": "4.52.4",
|
| 70 |
+
"vocab_size": 119547
|
| 71 |
+
}
|
checkpoint-8236/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8c09c964704450d30bdf16a7bce3bd35bf7cad7584aaf22d0887c8d8c4049d8
|
| 3 |
+
size 541375820
|
checkpoint-8236/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dbd604e8121a1aad18c07afe65fdd51c8847b353dc9b5e7799c19f6796f67a53
|
| 3 |
+
size 1082813754
|
checkpoint-8236/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f02a331b8c1685303ee1bd826ee3941a0f7b04e224e46dfc2aba6569c30d8d2
|
| 3 |
+
size 14244
|
checkpoint-8236/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e2b1f25c371d63298550c6da386797b1ba9ea81a1fd6253e3b886b2bcc792d7
|
| 3 |
+
size 1064
|
checkpoint-8236/special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"mask_token": {
|
| 10 |
+
"content": "[MASK]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"sep_token": {
|
| 24 |
+
"content": "[SEP]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"unk_token": {
|
| 31 |
+
"content": "[UNK]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
}
|
| 37 |
+
}
|
checkpoint-8236/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-8236/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": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": false,
|
| 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": "DistilBertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
checkpoint-8236/trainer_state.json
ADDED
|
@@ -0,0 +1,338 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 7500,
|
| 3 |
+
"best_metric": 0.7842453714436081,
|
| 4 |
+
"best_model_checkpoint": "./distilbert-base-AuthId/checkpoint-7500",
|
| 5 |
+
"epoch": 4.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 8236,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.24283632831471588,
|
| 14 |
+
"grad_norm": 10.536812782287598,
|
| 15 |
+
"learning_rate": 4.8446601941747576e-05,
|
| 16 |
+
"loss": 2.4424,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.24283632831471588,
|
| 21 |
+
"eval_accuracy": 0.4645176810199663,
|
| 22 |
+
"eval_f1_macro": 0.38214194553778474,
|
| 23 |
+
"eval_loss": 1.7513902187347412,
|
| 24 |
+
"eval_precision_macro": 0.42410548716505947,
|
| 25 |
+
"eval_recall_macro": 0.4570777134531091,
|
| 26 |
+
"eval_runtime": 44.1019,
|
| 27 |
+
"eval_samples_per_second": 94.259,
|
| 28 |
+
"eval_steps_per_second": 5.895,
|
| 29 |
+
"step": 500
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 0.48567265662943176,
|
| 33 |
+
"grad_norm": 8.661422729492188,
|
| 34 |
+
"learning_rate": 7.989001438410175e-05,
|
| 35 |
+
"loss": 1.3721,
|
| 36 |
+
"step": 1000
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 0.48567265662943176,
|
| 40 |
+
"eval_accuracy": 0.5208082751984604,
|
| 41 |
+
"eval_f1_macro": 0.4454367070109959,
|
| 42 |
+
"eval_loss": 1.5558406114578247,
|
| 43 |
+
"eval_precision_macro": 0.49026128200564273,
|
| 44 |
+
"eval_recall_macro": 0.5024706104342445,
|
| 45 |
+
"eval_runtime": 44.445,
|
| 46 |
+
"eval_samples_per_second": 93.531,
|
| 47 |
+
"eval_steps_per_second": 5.85,
|
| 48 |
+
"step": 1000
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 0.7285089849441476,
|
| 52 |
+
"grad_norm": 11.807583808898926,
|
| 53 |
+
"learning_rate": 7.837406915300635e-05,
|
| 54 |
+
"loss": 0.9647,
|
| 55 |
+
"step": 1500
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 0.7285089849441476,
|
| 59 |
+
"eval_accuracy": 0.6812605244166466,
|
| 60 |
+
"eval_f1_macro": 0.5864448295094548,
|
| 61 |
+
"eval_loss": 1.1119331121444702,
|
| 62 |
+
"eval_precision_macro": 0.5984183492980578,
|
| 63 |
+
"eval_recall_macro": 0.6268369019392432,
|
| 64 |
+
"eval_runtime": 44.5983,
|
| 65 |
+
"eval_samples_per_second": 93.21,
|
| 66 |
+
"eval_steps_per_second": 5.83,
|
| 67 |
+
"step": 1500
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 0.9713453132588635,
|
| 71 |
+
"grad_norm": 27.49161720275879,
|
| 72 |
+
"learning_rate": 7.514108265155405e-05,
|
| 73 |
+
"loss": 0.7867,
|
| 74 |
+
"step": 2000
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 0.9713453132588635,
|
| 78 |
+
"eval_accuracy": 0.713014192927592,
|
| 79 |
+
"eval_f1_macro": 0.6520857054306285,
|
| 80 |
+
"eval_loss": 1.003157615661621,
|
| 81 |
+
"eval_precision_macro": 0.6618591636767543,
|
| 82 |
+
"eval_recall_macro": 0.6977243147676733,
|
| 83 |
+
"eval_runtime": 45.2348,
|
| 84 |
+
"eval_samples_per_second": 91.898,
|
| 85 |
+
"eval_steps_per_second": 5.748,
|
| 86 |
+
"step": 2000
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 1.2141816415735793,
|
| 90 |
+
"grad_norm": 17.49410629272461,
|
| 91 |
+
"learning_rate": 7.033571431701654e-05,
|
| 92 |
+
"loss": 0.5712,
|
| 93 |
+
"step": 2500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 1.2141816415735793,
|
| 97 |
+
"eval_accuracy": 0.7101274957902334,
|
| 98 |
+
"eval_f1_macro": 0.6578185186923463,
|
| 99 |
+
"eval_loss": 1.0687695741653442,
|
| 100 |
+
"eval_precision_macro": 0.6947126776112352,
|
| 101 |
+
"eval_recall_macro": 0.6807690177369954,
|
| 102 |
+
"eval_runtime": 45.4304,
|
| 103 |
+
"eval_samples_per_second": 91.503,
|
| 104 |
+
"eval_steps_per_second": 5.723,
|
| 105 |
+
"step": 2500
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 1.4570179698882952,
|
| 109 |
+
"grad_norm": 14.797587394714355,
|
| 110 |
+
"learning_rate": 6.417297954733794e-05,
|
| 111 |
+
"loss": 0.5118,
|
| 112 |
+
"step": 3000
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 1.4570179698882952,
|
| 116 |
+
"eval_accuracy": 0.7466923261967765,
|
| 117 |
+
"eval_f1_macro": 0.6802785705299167,
|
| 118 |
+
"eval_loss": 0.9464945197105408,
|
| 119 |
+
"eval_precision_macro": 0.6962547831411214,
|
| 120 |
+
"eval_recall_macro": 0.7067511752266095,
|
| 121 |
+
"eval_runtime": 45.0782,
|
| 122 |
+
"eval_samples_per_second": 92.217,
|
| 123 |
+
"eval_steps_per_second": 5.768,
|
| 124 |
+
"step": 3000
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 1.6998542982030111,
|
| 128 |
+
"grad_norm": 11.592080116271973,
|
| 129 |
+
"learning_rate": 5.692862887331573e-05,
|
| 130 |
+
"loss": 0.4238,
|
| 131 |
+
"step": 3500
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 1.6998542982030111,
|
| 135 |
+
"eval_accuracy": 0.7529468366610537,
|
| 136 |
+
"eval_f1_macro": 0.6887735293131003,
|
| 137 |
+
"eval_loss": 1.0284276008605957,
|
| 138 |
+
"eval_precision_macro": 0.7004815690389604,
|
| 139 |
+
"eval_recall_macro": 0.7209895448469402,
|
| 140 |
+
"eval_runtime": 45.0958,
|
| 141 |
+
"eval_samples_per_second": 92.182,
|
| 142 |
+
"eval_steps_per_second": 5.766,
|
| 143 |
+
"step": 3500
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 1.942690626517727,
|
| 147 |
+
"grad_norm": 1.7279024124145508,
|
| 148 |
+
"learning_rate": 4.892680954747708e-05,
|
| 149 |
+
"loss": 0.383,
|
| 150 |
+
"step": 4000
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 1.942690626517727,
|
| 154 |
+
"eval_accuracy": 0.7784459947077219,
|
| 155 |
+
"eval_f1_macro": 0.7004470067611618,
|
| 156 |
+
"eval_loss": 0.9373700618743896,
|
| 157 |
+
"eval_precision_macro": 0.7012745858922871,
|
| 158 |
+
"eval_recall_macro": 0.7363165995805543,
|
| 159 |
+
"eval_runtime": 45.0166,
|
| 160 |
+
"eval_samples_per_second": 92.344,
|
| 161 |
+
"eval_steps_per_second": 5.776,
|
| 162 |
+
"step": 4000
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 2.1855269548324427,
|
| 166 |
+
"grad_norm": 11.464333534240723,
|
| 167 |
+
"learning_rate": 4.052556162978074e-05,
|
| 168 |
+
"loss": 0.2498,
|
| 169 |
+
"step": 4500
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 2.1855269548324427,
|
| 173 |
+
"eval_accuracy": 0.7897522251623768,
|
| 174 |
+
"eval_f1_macro": 0.736934271206392,
|
| 175 |
+
"eval_loss": 0.8516831398010254,
|
| 176 |
+
"eval_precision_macro": 0.7471052855094972,
|
| 177 |
+
"eval_recall_macro": 0.7513822718605427,
|
| 178 |
+
"eval_runtime": 45.2063,
|
| 179 |
+
"eval_samples_per_second": 91.956,
|
| 180 |
+
"eval_steps_per_second": 5.751,
|
| 181 |
+
"step": 4500
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 2.4283632831471587,
|
| 185 |
+
"grad_norm": 13.227448463439941,
|
| 186 |
+
"learning_rate": 3.2100797545350794e-05,
|
| 187 |
+
"loss": 0.2012,
|
| 188 |
+
"step": 5000
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 2.4283632831471587,
|
| 192 |
+
"eval_accuracy": 0.7952850613423141,
|
| 193 |
+
"eval_f1_macro": 0.7384644794255656,
|
| 194 |
+
"eval_loss": 0.8422956466674805,
|
| 195 |
+
"eval_precision_macro": 0.7407858112231859,
|
| 196 |
+
"eval_recall_macro": 0.7593629429944239,
|
| 197 |
+
"eval_runtime": 45.0668,
|
| 198 |
+
"eval_samples_per_second": 92.241,
|
| 199 |
+
"eval_steps_per_second": 5.769,
|
| 200 |
+
"step": 5000
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 2.6711996114618746,
|
| 204 |
+
"grad_norm": 14.610297203063965,
|
| 205 |
+
"learning_rate": 2.402948194623674e-05,
|
| 206 |
+
"loss": 0.1888,
|
| 207 |
+
"step": 5500
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 2.6711996114618746,
|
| 211 |
+
"eval_accuracy": 0.8383449603079144,
|
| 212 |
+
"eval_f1_macro": 0.7668856441209034,
|
| 213 |
+
"eval_loss": 0.7612192034721375,
|
| 214 |
+
"eval_precision_macro": 0.759848794474667,
|
| 215 |
+
"eval_recall_macro": 0.7875978932242379,
|
| 216 |
+
"eval_runtime": 44.9628,
|
| 217 |
+
"eval_samples_per_second": 92.454,
|
| 218 |
+
"eval_steps_per_second": 5.783,
|
| 219 |
+
"step": 5500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 2.9140359397765905,
|
| 223 |
+
"grad_norm": 2.9459526538848877,
|
| 224 |
+
"learning_rate": 1.667276449145691e-05,
|
| 225 |
+
"loss": 0.1478,
|
| 226 |
+
"step": 6000
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 2.9140359397765905,
|
| 230 |
+
"eval_accuracy": 0.8284820784219389,
|
| 231 |
+
"eval_f1_macro": 0.7648949869466338,
|
| 232 |
+
"eval_loss": 0.7956407070159912,
|
| 233 |
+
"eval_precision_macro": 0.7582819516660327,
|
| 234 |
+
"eval_recall_macro": 0.7872534623468304,
|
| 235 |
+
"eval_runtime": 45.0026,
|
| 236 |
+
"eval_samples_per_second": 92.372,
|
| 237 |
+
"eval_steps_per_second": 5.777,
|
| 238 |
+
"step": 6000
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 3.1568722680913064,
|
| 242 |
+
"grad_norm": 0.04966867342591286,
|
| 243 |
+
"learning_rate": 1.035982026624521e-05,
|
| 244 |
+
"loss": 0.0805,
|
| 245 |
+
"step": 6500
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 3.1568722680913064,
|
| 249 |
+
"eval_accuracy": 0.8397883088765937,
|
| 250 |
+
"eval_f1_macro": 0.779163123362359,
|
| 251 |
+
"eval_loss": 0.7845637798309326,
|
| 252 |
+
"eval_precision_macro": 0.7736785485737475,
|
| 253 |
+
"eval_recall_macro": 0.7972932500440235,
|
| 254 |
+
"eval_runtime": 44.623,
|
| 255 |
+
"eval_samples_per_second": 93.158,
|
| 256 |
+
"eval_steps_per_second": 5.827,
|
| 257 |
+
"step": 6500
|
| 258 |
+
},
|
| 259 |
+
{
|
| 260 |
+
"epoch": 3.3997085964060223,
|
| 261 |
+
"grad_norm": 0.054828643798828125,
|
| 262 |
+
"learning_rate": 5.373120898224163e-06,
|
| 263 |
+
"loss": 0.054,
|
| 264 |
+
"step": 7000
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"epoch": 3.3997085964060223,
|
| 268 |
+
"eval_accuracy": 0.8390666345922541,
|
| 269 |
+
"eval_f1_macro": 0.7789886096417518,
|
| 270 |
+
"eval_loss": 0.8231712579727173,
|
| 271 |
+
"eval_precision_macro": 0.7722144919792829,
|
| 272 |
+
"eval_recall_macro": 0.7985903156380745,
|
| 273 |
+
"eval_runtime": 44.6487,
|
| 274 |
+
"eval_samples_per_second": 93.105,
|
| 275 |
+
"eval_steps_per_second": 5.823,
|
| 276 |
+
"step": 7000
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 3.642544924720738,
|
| 280 |
+
"grad_norm": 8.141491889953613,
|
| 281 |
+
"learning_rate": 1.935795411934156e-06,
|
| 282 |
+
"loss": 0.0683,
|
| 283 |
+
"step": 7500
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"epoch": 3.642544924720738,
|
| 287 |
+
"eval_accuracy": 0.8448400288669714,
|
| 288 |
+
"eval_f1_macro": 0.7842453714436081,
|
| 289 |
+
"eval_loss": 0.7753947377204895,
|
| 290 |
+
"eval_precision_macro": 0.7754804853445821,
|
| 291 |
+
"eval_recall_macro": 0.8051232260351716,
|
| 292 |
+
"eval_runtime": 45.7414,
|
| 293 |
+
"eval_samples_per_second": 90.881,
|
| 294 |
+
"eval_steps_per_second": 5.684,
|
| 295 |
+
"step": 7500
|
| 296 |
+
},
|
| 297 |
+
{
|
| 298 |
+
"epoch": 3.885381253035454,
|
| 299 |
+
"grad_norm": 4.538354873657227,
|
| 300 |
+
"learning_rate": 2.0164635815698608e-07,
|
| 301 |
+
"loss": 0.0531,
|
| 302 |
+
"step": 8000
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 3.885381253035454,
|
| 306 |
+
"eval_accuracy": 0.8462833774356507,
|
| 307 |
+
"eval_f1_macro": 0.7836126243666646,
|
| 308 |
+
"eval_loss": 0.778516948223114,
|
| 309 |
+
"eval_precision_macro": 0.773015814199716,
|
| 310 |
+
"eval_recall_macro": 0.8048624371833594,
|
| 311 |
+
"eval_runtime": 45.7139,
|
| 312 |
+
"eval_samples_per_second": 90.935,
|
| 313 |
+
"eval_steps_per_second": 5.688,
|
| 314 |
+
"step": 8000
|
| 315 |
+
}
|
| 316 |
+
],
|
| 317 |
+
"logging_steps": 500,
|
| 318 |
+
"max_steps": 8236,
|
| 319 |
+
"num_input_tokens_seen": 0,
|
| 320 |
+
"num_train_epochs": 4,
|
| 321 |
+
"save_steps": 500,
|
| 322 |
+
"stateful_callbacks": {
|
| 323 |
+
"TrainerControl": {
|
| 324 |
+
"args": {
|
| 325 |
+
"should_epoch_stop": false,
|
| 326 |
+
"should_evaluate": false,
|
| 327 |
+
"should_log": false,
|
| 328 |
+
"should_save": true,
|
| 329 |
+
"should_training_stop": true
|
| 330 |
+
},
|
| 331 |
+
"attributes": {}
|
| 332 |
+
}
|
| 333 |
+
},
|
| 334 |
+
"total_flos": 1.7460348542595072e+16,
|
| 335 |
+
"train_batch_size": 16,
|
| 336 |
+
"trial_name": null,
|
| 337 |
+
"trial_params": null
|
| 338 |
+
}
|
checkpoint-8236/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c62d5b95ae007f7f68dfb168685d5940013d7e1bd191a6beea90ad5b2a515d2
|
| 3 |
+
size 5304
|
checkpoint-8236/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|