Initial Upload
Browse files- config.json +35 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +14 -0
- trainer_state.json +66 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"id2label": {
|
| 12 |
+
"0": "EVENT",
|
| 13 |
+
"1": "CAUSE",
|
| 14 |
+
"2": "ACTION"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"ACTION": 2,
|
| 19 |
+
"CAUSE": 1,
|
| 20 |
+
"EVENT": 0
|
| 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": "multi_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": "4.24.0",
|
| 34 |
+
"vocab_size": 30522
|
| 35 |
+
}
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7082408946a4d0b3d8cfcb4545f72df12a71a3f1588db4fbd9ce660fbc422a2
|
| 3 |
+
size 535704261
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6613a02202ca73a46b0722b6f2548fa14b37bab755222a4079badd2a1b139862
|
| 3 |
+
size 267857197
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87fa3ec3c3bed1bfbe5540ddfdb03d1f94e956f02f7376e09dedeb481f49f09e
|
| 3 |
+
size 13553
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4dbe9d8fea2ea41033fda5459cd8e8efb5bd001b648756858752480ac133f66
|
| 3 |
+
size 627
|
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 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"do_lower_case": true,
|
| 4 |
+
"mask_token": "[MASK]",
|
| 5 |
+
"model_max_length": 512,
|
| 6 |
+
"name_or_path": "distilbert-base-uncased",
|
| 7 |
+
"pad_token": "[PAD]",
|
| 8 |
+
"sep_token": "[SEP]",
|
| 9 |
+
"special_tokens_map_file": null,
|
| 10 |
+
"strip_accents": null,
|
| 11 |
+
"tokenize_chinese_chars": true,
|
| 12 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 13 |
+
"unk_token": "[UNK]"
|
| 14 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8975609756097561,
|
| 3 |
+
"best_model_checkpoint": "HRAF_Model_MultiLabel_ThreeLargeClasses/checkpoint-700",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"global_step": 700,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"eval_accuracy": 0.5085714285714286,
|
| 13 |
+
"eval_f1": 0.8645660585959093,
|
| 14 |
+
"eval_loss": 0.4566337466239929,
|
| 15 |
+
"eval_roc_auc": 0.5400860231720076,
|
| 16 |
+
"eval_runtime": 93.095,
|
| 17 |
+
"eval_samples_per_second": 3.76,
|
| 18 |
+
"eval_steps_per_second": 0.473,
|
| 19 |
+
"step": 175
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_accuracy": 0.5514285714285714,
|
| 24 |
+
"eval_f1": 0.8843069873997709,
|
| 25 |
+
"eval_loss": 0.42618608474731445,
|
| 26 |
+
"eval_roc_auc": 0.634885883674972,
|
| 27 |
+
"eval_runtime": 93.2549,
|
| 28 |
+
"eval_samples_per_second": 3.753,
|
| 29 |
+
"eval_steps_per_second": 0.472,
|
| 30 |
+
"step": 350
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 2.86,
|
| 34 |
+
"learning_rate": 8.571428571428571e-06,
|
| 35 |
+
"loss": 0.425,
|
| 36 |
+
"step": 500
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 3.0,
|
| 40 |
+
"eval_accuracy": 0.6,
|
| 41 |
+
"eval_f1": 0.8968824940047961,
|
| 42 |
+
"eval_loss": 0.39434972405433655,
|
| 43 |
+
"eval_roc_auc": 0.7227108923935367,
|
| 44 |
+
"eval_runtime": 92.9075,
|
| 45 |
+
"eval_samples_per_second": 3.767,
|
| 46 |
+
"eval_steps_per_second": 0.474,
|
| 47 |
+
"step": 525
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 4.0,
|
| 51 |
+
"eval_accuracy": 0.6142857142857143,
|
| 52 |
+
"eval_f1": 0.8975609756097561,
|
| 53 |
+
"eval_loss": 0.3901987075805664,
|
| 54 |
+
"eval_roc_auc": 0.7456310303406052,
|
| 55 |
+
"eval_runtime": 93.1306,
|
| 56 |
+
"eval_samples_per_second": 3.758,
|
| 57 |
+
"eval_steps_per_second": 0.472,
|
| 58 |
+
"step": 700
|
| 59 |
+
}
|
| 60 |
+
],
|
| 61 |
+
"max_steps": 875,
|
| 62 |
+
"num_train_epochs": 5,
|
| 63 |
+
"total_flos": 624899189710512.0,
|
| 64 |
+
"trial_name": null,
|
| 65 |
+
"trial_params": null
|
| 66 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a36c84d0c3044d35a464d45063f8901c07d25d86de070cbe6cce54404c7aacbb
|
| 3 |
+
size 3451
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|