Training in progress, epoch 2
Browse files- logs/events.out.tfevents.1713438345.ec9626078864.14834.23 +2 -2
- model.safetensors +1 -1
- run-22/checkpoint-1290/config.json +34 -0
- run-22/checkpoint-1290/model.safetensors +3 -0
- run-22/checkpoint-1290/optimizer.pt +3 -0
- run-22/checkpoint-1290/rng_state.pth +3 -0
- run-22/checkpoint-1290/scheduler.pt +3 -0
- run-22/checkpoint-1290/special_tokens_map.json +7 -0
- run-22/checkpoint-1290/tokenizer.json +0 -0
- run-22/checkpoint-1290/tokenizer_config.json +57 -0
- run-22/checkpoint-1290/trainer_state.json +66 -0
- run-22/checkpoint-1290/training_args.bin +3 -0
- run-22/checkpoint-1290/vocab.txt +0 -0
logs/events.out.tfevents.1713438345.ec9626078864.14834.23
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:e649642e17a78fdac6d5c568dbc2bd3296a4b92d86cee5877d1cbd7bc811b24b
|
3 |
+
size 6137
|
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:fa3fcc93cda8084c0dc3d735fb7d21e507af573161e7b05204f7b8f74510d918
|
3 |
size 17549312
|
run-22/checkpoint-1290/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-22/checkpoint-1290/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fa3fcc93cda8084c0dc3d735fb7d21e507af573161e7b05204f7b8f74510d918
|
3 |
+
size 17549312
|
run-22/checkpoint-1290/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8eba7a9856f1f1eb46449aef1bd257bf2adf6d8650fad14a858ca251eb45edcb
|
3 |
+
size 35123898
|
run-22/checkpoint-1290/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6a7f2a5e16989d9df1a9f119f3a022ead0c31636524de5ea431eca109ab65358
|
3 |
+
size 14308
|
run-22/checkpoint-1290/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:25a38f972851c7585c9b8fc3c90718879ca25d6e6c0faaf32ee0673f730db261
|
3 |
+
size 1064
|
run-22/checkpoint-1290/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-22/checkpoint-1290/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-22/checkpoint-1290/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-22/checkpoint-1290/trainer_state.json
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8997673516867003,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-22/checkpoint-1290",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1290,
|
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": 2.1603200435638428,
|
14 |
+
"learning_rate": 0.00015804016249699036,
|
15 |
+
"loss": 0.3253,
|
16 |
+
"step": 645
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.8945327646374563,
|
21 |
+
"eval_f1": 0.19047619047619047,
|
22 |
+
"eval_loss": 0.29357558488845825,
|
23 |
+
"eval_mcc": 0.23285387927696083,
|
24 |
+
"eval_precision": 0.6213592233009708,
|
25 |
+
"eval_recall": 0.11247803163444639,
|
26 |
+
"eval_runtime": 9.9704,
|
27 |
+
"eval_samples_per_second": 517.33,
|
28 |
+
"eval_steps_per_second": 16.248,
|
29 |
+
"step": 645
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.3251060247421265,
|
34 |
+
"learning_rate": 0.00011853012187274275,
|
35 |
+
"loss": 0.2915,
|
36 |
+
"step": 1290
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.8997673516867003,
|
41 |
+
"eval_f1": 0.2385861561119293,
|
42 |
+
"eval_loss": 0.2915143072605133,
|
43 |
+
"eval_mcc": 0.2949928981799802,
|
44 |
+
"eval_precision": 0.7363636363636363,
|
45 |
+
"eval_recall": 0.14235500878734622,
|
46 |
+
"eval_runtime": 9.9347,
|
47 |
+
"eval_samples_per_second": 519.192,
|
48 |
+
"eval_steps_per_second": 16.307,
|
49 |
+
"step": 1290
|
50 |
+
}
|
51 |
+
],
|
52 |
+
"logging_steps": 500,
|
53 |
+
"max_steps": 3225,
|
54 |
+
"num_input_tokens_seen": 0,
|
55 |
+
"num_train_epochs": 5,
|
56 |
+
"save_steps": 500,
|
57 |
+
"total_flos": 3173885065200.0,
|
58 |
+
"train_batch_size": 32,
|
59 |
+
"trial_name": null,
|
60 |
+
"trial_params": {
|
61 |
+
"alpha": 0.9879592289455201,
|
62 |
+
"learning_rate": 0.00019755020312123793,
|
63 |
+
"num_train_epochs": 5,
|
64 |
+
"temperature": 26
|
65 |
+
}
|
66 |
+
}
|
run-22/checkpoint-1290/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:463d23df8f476e3af460c3bc4425d71e9123ebed51ff3120d6a6683ba8684432
|
3 |
+
size 4984
|
run-22/checkpoint-1290/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|