Training in progress, epoch 4
Browse files- logs/events.out.tfevents.1713441164.ec9626078864.14834.42 +2 -2
- model.safetensors +1 -1
- run-41/checkpoint-2580/config.json +34 -0
- run-41/checkpoint-2580/model.safetensors +3 -0
- run-41/checkpoint-2580/optimizer.pt +3 -0
- run-41/checkpoint-2580/rng_state.pth +3 -0
- run-41/checkpoint-2580/scheduler.pt +3 -0
- run-41/checkpoint-2580/special_tokens_map.json +7 -0
- run-41/checkpoint-2580/tokenizer.json +0 -0
- run-41/checkpoint-2580/tokenizer_config.json +57 -0
- run-41/checkpoint-2580/trainer_state.json +106 -0
- run-41/checkpoint-2580/training_args.bin +3 -0
- run-41/checkpoint-2580/vocab.txt +0 -0
logs/events.out.tfevents.1713441164.ec9626078864.14834.42
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:a9bdebb75b1f1b0c596417a80a6d09d7bc6077791b536d2c8d12a8a86015bff5
|
3 |
+
size 7597
|
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:c212da5e78b3dc0916d6b3ec544ffcc87266d951703399a5ae8cdb9816885a70
|
3 |
size 17549312
|
run-41/checkpoint-2580/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": "4.39.3",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-41/checkpoint-2580/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c212da5e78b3dc0916d6b3ec544ffcc87266d951703399a5ae8cdb9816885a70
|
3 |
+
size 17549312
|
run-41/checkpoint-2580/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:142d33cb7a48d301be0926c7a623f52d7248d7f6e5b06ddbadfb3011bdc14262
|
3 |
+
size 35123898
|
run-41/checkpoint-2580/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a023a654d9d331ee734f6327c4a0681d27975c593b68916f513cbf43ea84370
|
3 |
+
size 14308
|
run-41/checkpoint-2580/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:86107d141ef9b5fdac0c703d17e97c5c1e599c47e70bfffc9e79d76274a7e975
|
3 |
+
size 1064
|
run-41/checkpoint-2580/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-41/checkpoint-2580/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-41/checkpoint-2580/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-41/checkpoint-2580/trainer_state.json
ADDED
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9001550988755331,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-41/checkpoint-2580",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2580,
|
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": 1.1879228353500366,
|
14 |
+
"learning_rate": 0.0001500473390748166,
|
15 |
+
"loss": 0.31,
|
16 |
+
"step": 645
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.8937572702597906,
|
21 |
+
"eval_f1": 0.1189710610932476,
|
22 |
+
"eval_loss": 0.288364440202713,
|
23 |
+
"eval_mcc": 0.19117679563293483,
|
24 |
+
"eval_precision": 0.6981132075471698,
|
25 |
+
"eval_recall": 0.06502636203866433,
|
26 |
+
"eval_runtime": 9.9344,
|
27 |
+
"eval_samples_per_second": 519.205,
|
28 |
+
"eval_steps_per_second": 16.307,
|
29 |
+
"step": 645
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 0.5299654006958008,
|
34 |
+
"learning_rate": 0.00012861200492127138,
|
35 |
+
"loss": 0.2852,
|
36 |
+
"step": 1290
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.8978286157425359,
|
41 |
+
"eval_f1": 0.20030349013657056,
|
42 |
+
"eval_loss": 0.2860374450683594,
|
43 |
+
"eval_mcc": 0.2650150871029742,
|
44 |
+
"eval_precision": 0.7333333333333333,
|
45 |
+
"eval_recall": 0.11599297012302284,
|
46 |
+
"eval_runtime": 9.9216,
|
47 |
+
"eval_samples_per_second": 519.878,
|
48 |
+
"eval_steps_per_second": 16.328,
|
49 |
+
"step": 1290
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 0.777714729309082,
|
54 |
+
"learning_rate": 0.00010717667076772616,
|
55 |
+
"loss": 0.2784,
|
56 |
+
"step": 1935
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.8984102365257852,
|
61 |
+
"eval_f1": 0.19384615384615386,
|
62 |
+
"eval_loss": 0.27609962224960327,
|
63 |
+
"eval_mcc": 0.26911180968873705,
|
64 |
+
"eval_precision": 0.7777777777777778,
|
65 |
+
"eval_recall": 0.11072056239015818,
|
66 |
+
"eval_runtime": 9.9163,
|
67 |
+
"eval_samples_per_second": 520.153,
|
68 |
+
"eval_steps_per_second": 16.337,
|
69 |
+
"step": 1935
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 1.847649097442627,
|
74 |
+
"learning_rate": 8.574133661418092e-05,
|
75 |
+
"loss": 0.2737,
|
76 |
+
"step": 2580
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.9001550988755331,
|
81 |
+
"eval_f1": 0.31057563587684067,
|
82 |
+
"eval_loss": 0.27698394656181335,
|
83 |
+
"eval_mcc": 0.3267057277830052,
|
84 |
+
"eval_precision": 0.651685393258427,
|
85 |
+
"eval_recall": 0.2038664323374341,
|
86 |
+
"eval_runtime": 9.9379,
|
87 |
+
"eval_samples_per_second": 519.024,
|
88 |
+
"eval_steps_per_second": 16.301,
|
89 |
+
"step": 2580
|
90 |
+
}
|
91 |
+
],
|
92 |
+
"logging_steps": 500,
|
93 |
+
"max_steps": 5160,
|
94 |
+
"num_input_tokens_seen": 0,
|
95 |
+
"num_train_epochs": 8,
|
96 |
+
"save_steps": 500,
|
97 |
+
"total_flos": 6347770130400.0,
|
98 |
+
"train_batch_size": 32,
|
99 |
+
"trial_name": null,
|
100 |
+
"trial_params": {
|
101 |
+
"alpha": 0.886564686264361,
|
102 |
+
"learning_rate": 0.00017148267322836185,
|
103 |
+
"num_train_epochs": 8,
|
104 |
+
"temperature": 15
|
105 |
+
}
|
106 |
+
}
|
run-41/checkpoint-2580/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bdec132d1ee47713f9969a512f129a126f5c53f2ad8f57d6f193b73d3904ac8f
|
3 |
+
size 4984
|
run-41/checkpoint-2580/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|