Training in progress, epoch 3
Browse files- logs/events.out.tfevents.1711299333.8cc2eef2edb7.2942.44 +2 -2
- model.safetensors +1 -1
- run-44/checkpoint-891/config.json +34 -0
- run-44/checkpoint-891/model.safetensors +3 -0
- run-44/checkpoint-891/optimizer.pt +3 -0
- run-44/checkpoint-891/rng_state.pth +3 -0
- run-44/checkpoint-891/scheduler.pt +3 -0
- run-44/checkpoint-891/special_tokens_map.json +7 -0
- run-44/checkpoint-891/tokenizer.json +0 -0
- run-44/checkpoint-891/tokenizer_config.json +57 -0
- run-44/checkpoint-891/trainer_state.json +86 -0
- run-44/checkpoint-891/training_args.bin +3 -0
- run-44/checkpoint-891/vocab.txt +0 -0
logs/events.out.tfevents.1711299333.8cc2eef2edb7.2942.44
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:ee3835beab189a21569c4b4fa98817c5430b9fab60c840475e0d783520eb3592
|
3 |
+
size 6867
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:feb642c76700f2ce108f44e1b929f8a8b9f0dbbc083a47693a341fc83ab098ff
|
3 |
size 17549312
|
run-44/checkpoint-891/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 128,
|
11 |
+
"id2label": {
|
12 |
+
"0": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "1"
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 2,
|
25 |
+
"num_hidden_layers": 2,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-44/checkpoint-891/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:feb642c76700f2ce108f44e1b929f8a8b9f0dbbc083a47693a341fc83ab098ff
|
3 |
+
size 17549312
|
run-44/checkpoint-891/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f6e0d886a92c21de6d184da628bb3540b101f8f6fc702420368e4c04bb0efaa
|
3 |
+
size 35123898
|
run-44/checkpoint-891/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:45b689ca5add5bd2b3024a96e15979227e5788dfce70568554fb1702c585abab
|
3 |
+
size 14308
|
run-44/checkpoint-891/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0382e1cdf3ec5f47903947b8aff9ce031e5753abcdcd3bc6b92377fdec51ad80
|
3 |
+
size 1064
|
run-44/checkpoint-891/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-44/checkpoint-891/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-44/checkpoint-891/tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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_basic_tokenize": true,
|
47 |
+
"do_lower_case": true,
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"never_split": null,
|
51 |
+
"pad_token": "[PAD]",
|
52 |
+
"sep_token": "[SEP]",
|
53 |
+
"strip_accents": null,
|
54 |
+
"tokenize_chinese_chars": true,
|
55 |
+
"tokenizer_class": "BertTokenizer",
|
56 |
+
"unk_token": "[UNK]"
|
57 |
+
}
|
run-44/checkpoint-891/trainer_state.json
ADDED
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6772277227722773,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-44/checkpoint-891",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 891,
|
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 |
+
"grad_norm": 1.536985993385315,
|
14 |
+
"learning_rate": 0.0001924744581380813,
|
15 |
+
"loss": 0.6378,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5326732673267327,
|
21 |
+
"eval_f1": 0.39175257731958757,
|
22 |
+
"eval_loss": 0.6261491775512695,
|
23 |
+
"eval_mcc": 0.07262518750715272,
|
24 |
+
"eval_precision": 0.5588235294117647,
|
25 |
+
"eval_recall": 0.30158730158730157,
|
26 |
+
"eval_runtime": 0.9367,
|
27 |
+
"eval_samples_per_second": 539.146,
|
28 |
+
"eval_steps_per_second": 17.082,
|
29 |
+
"step": 297
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.5330690145492554,
|
34 |
+
"learning_rate": 0.00015397956651046503,
|
35 |
+
"loss": 0.6119,
|
36 |
+
"step": 594
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.6554455445544555,
|
41 |
+
"eval_f1": 0.6824817518248175,
|
42 |
+
"eval_loss": 0.5914366841316223,
|
43 |
+
"eval_mcc": 0.31595686996005884,
|
44 |
+
"eval_precision": 0.6317567567567568,
|
45 |
+
"eval_recall": 0.7420634920634921,
|
46 |
+
"eval_runtime": 0.9379,
|
47 |
+
"eval_samples_per_second": 538.418,
|
48 |
+
"eval_steps_per_second": 17.059,
|
49 |
+
"step": 594
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.7286975383758545,
|
54 |
+
"learning_rate": 0.00011548467488284878,
|
55 |
+
"loss": 0.5882,
|
56 |
+
"step": 891
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.6772277227722773,
|
61 |
+
"eval_f1": 0.7296849087893864,
|
62 |
+
"eval_loss": 0.5896957516670227,
|
63 |
+
"eval_mcc": 0.38579394462448086,
|
64 |
+
"eval_precision": 0.6267806267806267,
|
65 |
+
"eval_recall": 0.873015873015873,
|
66 |
+
"eval_runtime": 0.9307,
|
67 |
+
"eval_samples_per_second": 542.595,
|
68 |
+
"eval_steps_per_second": 17.191,
|
69 |
+
"step": 891
|
70 |
+
}
|
71 |
+
],
|
72 |
+
"logging_steps": 500,
|
73 |
+
"max_steps": 1782,
|
74 |
+
"num_input_tokens_seen": 0,
|
75 |
+
"num_train_epochs": 6,
|
76 |
+
"save_steps": 500,
|
77 |
+
"total_flos": 2192103797940.0,
|
78 |
+
"train_batch_size": 32,
|
79 |
+
"trial_name": null,
|
80 |
+
"trial_params": {
|
81 |
+
"alpha": 0.8986952116548445,
|
82 |
+
"learning_rate": 0.00023096934976569756,
|
83 |
+
"num_train_epochs": 6,
|
84 |
+
"temperature": 24
|
85 |
+
}
|
86 |
+
}
|
run-44/checkpoint-891/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b2796d57e689bc2d20480ee4550b61113ad9a81ae748faa193ff9f596e1a0acd
|
3 |
+
size 4920
|
run-44/checkpoint-891/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|