Training in progress, epoch 2
Browse files- logs/events.out.tfevents.1713587889.1376c752d37a.9760.11 +2 -2
- model.safetensors +1 -1
- run-11/checkpoint-428/config.json +34 -0
- run-11/checkpoint-428/model.safetensors +3 -0
- run-11/checkpoint-428/optimizer.pt +3 -0
- run-11/checkpoint-428/rng_state.pth +3 -0
- run-11/checkpoint-428/scheduler.pt +3 -0
- run-11/checkpoint-428/special_tokens_map.json +7 -0
- run-11/checkpoint-428/tokenizer.json +0 -0
- run-11/checkpoint-428/tokenizer_config.json +57 -0
- run-11/checkpoint-428/trainer_state.json +66 -0
- run-11/checkpoint-428/training_args.bin +3 -0
- run-11/checkpoint-428/vocab.txt +0 -0
logs/events.out.tfevents.1713587889.1376c752d37a.9760.11
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 sha256:4b4f351159d55bb7acdf33bead71c5c36d5be6dabe6f2c70b5eea867de86a1b7
|
3 |
+
size 6212
|
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:e3b84a61c3ccfff50f3e1e582b590a88411d8954c88388b4974f57c18f97b93e
|
3 |
size 17549312
|
run-11/checkpoint-428/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-11/checkpoint-428/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e3b84a61c3ccfff50f3e1e582b590a88411d8954c88388b4974f57c18f97b93e
|
3 |
+
size 17549312
|
run-11/checkpoint-428/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:90a238daf5f6c66aa50b0ec7e1b904316147df98747dd5ad58bc5975d3a742b3
|
3 |
+
size 35123898
|
run-11/checkpoint-428/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3d0c3b463a8fb08b95f5c77916114776bad3339b633df010e4ffd9b5ddabab1e
|
3 |
+
size 14308
|
run-11/checkpoint-428/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7cbc8e9787413be3cd236bbef343a3965ece2b9cc6f93132987190ae7f5db587
|
3 |
+
size 1064
|
run-11/checkpoint-428/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-11/checkpoint-428/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-11/checkpoint-428/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-11/checkpoint-428/trainer_state.json
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7311072056239016,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-11/checkpoint-428",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 428,
|
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": 7.572170734405518,
|
14 |
+
"learning_rate": 0.00012123385931636098,
|
15 |
+
"loss": 0.5934,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7082601054481547,
|
21 |
+
"eval_f1": 0.435374149659864,
|
22 |
+
"eval_loss": 0.5416340827941895,
|
23 |
+
"eval_mcc": 0.28153811271695595,
|
24 |
+
"eval_precision": 0.6134185303514377,
|
25 |
+
"eval_recall": 0.3374340949033392,
|
26 |
+
"eval_runtime": 3.1348,
|
27 |
+
"eval_samples_per_second": 544.534,
|
28 |
+
"eval_steps_per_second": 17.226,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.894651412963867,
|
34 |
+
"learning_rate": 0.00010607962690181587,
|
35 |
+
"loss": 0.5286,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7311072056239016,
|
41 |
+
"eval_f1": 0.5069817400644469,
|
42 |
+
"eval_loss": 0.5141445398330688,
|
43 |
+
"eval_mcc": 0.35062725647270626,
|
44 |
+
"eval_precision": 0.6519337016574586,
|
45 |
+
"eval_recall": 0.4147627416520211,
|
46 |
+
"eval_runtime": 3.1601,
|
47 |
+
"eval_samples_per_second": 540.173,
|
48 |
+
"eval_steps_per_second": 17.088,
|
49 |
+
"step": 428
|
50 |
+
}
|
51 |
+
],
|
52 |
+
"logging_steps": 500,
|
53 |
+
"max_steps": 1926,
|
54 |
+
"num_input_tokens_seen": 0,
|
55 |
+
"num_train_epochs": 9,
|
56 |
+
"save_steps": 500,
|
57 |
+
"total_flos": 1049551328880.0,
|
58 |
+
"train_batch_size": 32,
|
59 |
+
"trial_name": null,
|
60 |
+
"trial_params": {
|
61 |
+
"alpha": 0.9696180923551023,
|
62 |
+
"learning_rate": 0.0001363880917309061,
|
63 |
+
"num_train_epochs": 9,
|
64 |
+
"temperature": 20
|
65 |
+
}
|
66 |
+
}
|
run-11/checkpoint-428/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf09225d27944ca78423d64d6c64a16677c929bc8b03065b895767c7cb1b599b
|
3 |
+
size 5048
|
run-11/checkpoint-428/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|