Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1709617962.404ecd1cf399.26000.7 +2 -2
- logs/events.out.tfevents.1709618554.404ecd1cf399.26000.8 +3 -0
- model.safetensors +1 -1
- run-1/checkpoint-384/config.json +34 -0
- run-1/checkpoint-384/model.safetensors +3 -0
- run-1/checkpoint-384/optimizer.pt +3 -0
- run-1/checkpoint-384/rng_state.pth +3 -0
- run-1/checkpoint-384/scheduler.pt +3 -0
- run-1/checkpoint-384/special_tokens_map.json +7 -0
- run-1/checkpoint-384/tokenizer.json +0 -0
- run-1/checkpoint-384/tokenizer_config.json +57 -0
- run-1/checkpoint-384/trainer_state.json +102 -0
- run-1/checkpoint-384/training_args.bin +3 -0
- run-1/checkpoint-384/vocab.txt +0 -0
- run-1/checkpoint-480/config.json +34 -0
- run-1/checkpoint-480/model.safetensors +3 -0
- run-1/checkpoint-480/optimizer.pt +3 -0
- run-1/checkpoint-480/rng_state.pth +3 -0
- run-1/checkpoint-480/scheduler.pt +3 -0
- run-1/checkpoint-480/special_tokens_map.json +7 -0
- run-1/checkpoint-480/tokenizer.json +0 -0
- run-1/checkpoint-480/tokenizer_config.json +57 -0
- run-1/checkpoint-480/trainer_state.json +121 -0
- run-1/checkpoint-480/training_args.bin +3 -0
- run-1/checkpoint-480/vocab.txt +0 -0
- run-2/checkpoint-96/config.json +34 -0
- run-2/checkpoint-96/model.safetensors +3 -0
- run-2/checkpoint-96/optimizer.pt +3 -0
- run-2/checkpoint-96/rng_state.pth +3 -0
- run-2/checkpoint-96/scheduler.pt +3 -0
- run-2/checkpoint-96/special_tokens_map.json +7 -0
- run-2/checkpoint-96/tokenizer.json +0 -0
- run-2/checkpoint-96/tokenizer_config.json +57 -0
- run-2/checkpoint-96/trainer_state.json +45 -0
- run-2/checkpoint-96/training_args.bin +3 -0
- run-2/checkpoint-96/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1709617962.404ecd1cf399.26000.7
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 sha256:63a1eab9e4171fae7b27211f8b79337498355e38ea8c2576d80c4e1c93098eab
|
3 |
+
size 8401
|
logs/events.out.tfevents.1709618554.404ecd1cf399.26000.8
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5ed1240ba3a3fa092df3a66529d65df5df5563475335a76c17c7c70e2ab80207
|
3 |
+
size 5315
|
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 sha256:13d9e3c5574fdd7a017d1ca3a56705f207b41a4f67b51080f14f316154309de5
|
3 |
size 17549312
|
run-1/checkpoint-384/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-384/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:599ce20d16ae858c6ea5c4c6394afae3c6a54d089921643934771b92efef5da9
|
3 |
+
size 17549312
|
run-1/checkpoint-384/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff83fffdf6e9eb36130cc77fe371a04494d2b7aa5a6970c1d7d60ca3edded5c6
|
3 |
+
size 35122746
|
run-1/checkpoint-384/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:45b1fc07ed8b121716021ec87c686f1cd9c3b89c82ea08a6a0792d47a39077c9
|
3 |
+
size 14054
|
run-1/checkpoint-384/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ec21489740ab058e708d6188bdd979b6f04f1e5c8145a4c2c7342f35397725ee
|
3 |
+
size 1064
|
run-1/checkpoint-384/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-1/checkpoint-384/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-384/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-1/checkpoint-384/trainer_state.json
ADDED
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8199608610567515,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-288",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 384,
|
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": 1.4932310581207275,
|
14 |
+
"learning_rate": 0.00022974033046670533,
|
15 |
+
"loss": 0.4667,
|
16 |
+
"step": 96
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7651663405088063,
|
21 |
+
"eval_f1": 0.7701149425287357,
|
22 |
+
"eval_loss": 0.4088786244392395,
|
23 |
+
"eval_precision": 0.7542213883677298,
|
24 |
+
"eval_recall": 0.786692759295499,
|
25 |
+
"eval_runtime": 30.971,
|
26 |
+
"eval_samples_per_second": 32.999,
|
27 |
+
"eval_steps_per_second": 1.033,
|
28 |
+
"step": 96
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 2.3421308994293213,
|
33 |
+
"learning_rate": 0.00017230524785002898,
|
34 |
+
"loss": 0.4108,
|
35 |
+
"step": 192
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.8052837573385518,
|
40 |
+
"eval_f1": 0.8202348690153567,
|
41 |
+
"eval_loss": 0.39227691292762756,
|
42 |
+
"eval_precision": 0.761744966442953,
|
43 |
+
"eval_recall": 0.8884540117416829,
|
44 |
+
"eval_runtime": 30.7242,
|
45 |
+
"eval_samples_per_second": 33.264,
|
46 |
+
"eval_steps_per_second": 1.042,
|
47 |
+
"step": 192
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 2.60581374168396,
|
52 |
+
"learning_rate": 0.00011487016523335267,
|
53 |
+
"loss": 0.3914,
|
54 |
+
"step": 288
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8199608610567515,
|
59 |
+
"eval_f1": 0.8318098720292504,
|
60 |
+
"eval_loss": 0.38357415795326233,
|
61 |
+
"eval_precision": 0.7804459691252144,
|
62 |
+
"eval_recall": 0.8904109589041096,
|
63 |
+
"eval_runtime": 32.3837,
|
64 |
+
"eval_samples_per_second": 31.559,
|
65 |
+
"eval_steps_per_second": 0.988,
|
66 |
+
"step": 288
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 3.155740737915039,
|
71 |
+
"learning_rate": 5.743508261667633e-05,
|
72 |
+
"loss": 0.3802,
|
73 |
+
"step": 384
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.8160469667318982,
|
78 |
+
"eval_f1": 0.8160469667318982,
|
79 |
+
"eval_loss": 0.37758293747901917,
|
80 |
+
"eval_precision": 0.8160469667318982,
|
81 |
+
"eval_recall": 0.8160469667318982,
|
82 |
+
"eval_runtime": 30.8515,
|
83 |
+
"eval_samples_per_second": 33.126,
|
84 |
+
"eval_steps_per_second": 1.037,
|
85 |
+
"step": 384
|
86 |
+
}
|
87 |
+
],
|
88 |
+
"logging_steps": 500,
|
89 |
+
"max_steps": 480,
|
90 |
+
"num_input_tokens_seen": 0,
|
91 |
+
"num_train_epochs": 5,
|
92 |
+
"save_steps": 500,
|
93 |
+
"total_flos": 942780789120.0,
|
94 |
+
"train_batch_size": 32,
|
95 |
+
"trial_name": null,
|
96 |
+
"trial_params": {
|
97 |
+
"alpha": 0.6818846524061118,
|
98 |
+
"learning_rate": 0.00028717541308338166,
|
99 |
+
"num_train_epochs": 5,
|
100 |
+
"temperature": 29
|
101 |
+
}
|
102 |
+
}
|
run-1/checkpoint-384/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:793b34e056c09ac6895e4854810a5a38ad5f7e4ea7bfcdaf2571ad59272936ff
|
3 |
+
size 4920
|
run-1/checkpoint-384/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-480/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-480/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:847df229a7ca0cb4095cbd280d7c3c672c7e4ee9114fc1bc359491abd2ab3ffb
|
3 |
+
size 17549312
|
run-1/checkpoint-480/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4f70ab8c31ca18dfb957c1ba52f19a90faf43d594db85a5dde58bb6f884e93a5
|
3 |
+
size 35122746
|
run-1/checkpoint-480/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8d93f4cfe67413cd27374342b3b9f13806d5fb593a9dc59106a8b24dedb590a8
|
3 |
+
size 14054
|
run-1/checkpoint-480/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9df0e59ca0915eb128e8de1597a625689a2ef7a8993192bedb8693c0c8a3fdb2
|
3 |
+
size 1064
|
run-1/checkpoint-480/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-1/checkpoint-480/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-480/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-1/checkpoint-480/trainer_state.json
ADDED
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8277886497064579,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-480",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 480,
|
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": 1.4932310581207275,
|
14 |
+
"learning_rate": 0.00022974033046670533,
|
15 |
+
"loss": 0.4667,
|
16 |
+
"step": 96
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7651663405088063,
|
21 |
+
"eval_f1": 0.7701149425287357,
|
22 |
+
"eval_loss": 0.4088786244392395,
|
23 |
+
"eval_precision": 0.7542213883677298,
|
24 |
+
"eval_recall": 0.786692759295499,
|
25 |
+
"eval_runtime": 30.971,
|
26 |
+
"eval_samples_per_second": 32.999,
|
27 |
+
"eval_steps_per_second": 1.033,
|
28 |
+
"step": 96
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 2.3421308994293213,
|
33 |
+
"learning_rate": 0.00017230524785002898,
|
34 |
+
"loss": 0.4108,
|
35 |
+
"step": 192
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.8052837573385518,
|
40 |
+
"eval_f1": 0.8202348690153567,
|
41 |
+
"eval_loss": 0.39227691292762756,
|
42 |
+
"eval_precision": 0.761744966442953,
|
43 |
+
"eval_recall": 0.8884540117416829,
|
44 |
+
"eval_runtime": 30.7242,
|
45 |
+
"eval_samples_per_second": 33.264,
|
46 |
+
"eval_steps_per_second": 1.042,
|
47 |
+
"step": 192
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 2.60581374168396,
|
52 |
+
"learning_rate": 0.00011487016523335267,
|
53 |
+
"loss": 0.3914,
|
54 |
+
"step": 288
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8199608610567515,
|
59 |
+
"eval_f1": 0.8318098720292504,
|
60 |
+
"eval_loss": 0.38357415795326233,
|
61 |
+
"eval_precision": 0.7804459691252144,
|
62 |
+
"eval_recall": 0.8904109589041096,
|
63 |
+
"eval_runtime": 32.3837,
|
64 |
+
"eval_samples_per_second": 31.559,
|
65 |
+
"eval_steps_per_second": 0.988,
|
66 |
+
"step": 288
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 3.155740737915039,
|
71 |
+
"learning_rate": 5.743508261667633e-05,
|
72 |
+
"loss": 0.3802,
|
73 |
+
"step": 384
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.8160469667318982,
|
78 |
+
"eval_f1": 0.8160469667318982,
|
79 |
+
"eval_loss": 0.37758293747901917,
|
80 |
+
"eval_precision": 0.8160469667318982,
|
81 |
+
"eval_recall": 0.8160469667318982,
|
82 |
+
"eval_runtime": 30.8515,
|
83 |
+
"eval_samples_per_second": 33.126,
|
84 |
+
"eval_steps_per_second": 1.037,
|
85 |
+
"step": 384
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 0.9643956422805786,
|
90 |
+
"learning_rate": 0.0,
|
91 |
+
"loss": 0.3716,
|
92 |
+
"step": 480
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.8277886497064579,
|
97 |
+
"eval_f1": 0.8367346938775511,
|
98 |
+
"eval_loss": 0.37470024824142456,
|
99 |
+
"eval_precision": 0.7954144620811288,
|
100 |
+
"eval_recall": 0.8825831702544031,
|
101 |
+
"eval_runtime": 31.628,
|
102 |
+
"eval_samples_per_second": 32.313,
|
103 |
+
"eval_steps_per_second": 1.012,
|
104 |
+
"step": 480
|
105 |
+
}
|
106 |
+
],
|
107 |
+
"logging_steps": 500,
|
108 |
+
"max_steps": 480,
|
109 |
+
"num_input_tokens_seen": 0,
|
110 |
+
"num_train_epochs": 5,
|
111 |
+
"save_steps": 500,
|
112 |
+
"total_flos": 1178475986400.0,
|
113 |
+
"train_batch_size": 32,
|
114 |
+
"trial_name": null,
|
115 |
+
"trial_params": {
|
116 |
+
"alpha": 0.6818846524061118,
|
117 |
+
"learning_rate": 0.00028717541308338166,
|
118 |
+
"num_train_epochs": 5,
|
119 |
+
"temperature": 29
|
120 |
+
}
|
121 |
+
}
|
run-1/checkpoint-480/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:793b34e056c09ac6895e4854810a5a38ad5f7e4ea7bfcdaf2571ad59272936ff
|
3 |
+
size 4920
|
run-1/checkpoint-480/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-96/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-2/checkpoint-96/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:13d9e3c5574fdd7a017d1ca3a56705f207b41a4f67b51080f14f316154309de5
|
3 |
+
size 17549312
|
run-2/checkpoint-96/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a252a632d5c67eb44cc758aec3453239907af0eb9827c9db8997964e99a1497e
|
3 |
+
size 35122746
|
run-2/checkpoint-96/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:24aa86019b8aea1c551cc1adaf38c4db2fc01de75a22af312230f6b592e0fd81
|
3 |
+
size 14054
|
run-2/checkpoint-96/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e39e4e51c9494499a8a1409f7d0ed6917d746011c4d044f5d8241946c2a360ac
|
3 |
+
size 1064
|
run-2/checkpoint-96/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-2/checkpoint-96/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-96/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-2/checkpoint-96/trainer_state.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7837573385518591,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-96",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 96,
|
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": 1.613167643547058,
|
14 |
+
"learning_rate": 0.00027081825418014463,
|
15 |
+
"loss": 0.516,
|
16 |
+
"step": 96
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7837573385518591,
|
21 |
+
"eval_f1": 0.8073234524847429,
|
22 |
+
"eval_loss": 0.44109782576560974,
|
23 |
+
"eval_precision": 0.7279874213836478,
|
24 |
+
"eval_recall": 0.9060665362035225,
|
25 |
+
"eval_runtime": 31.7637,
|
26 |
+
"eval_samples_per_second": 32.175,
|
27 |
+
"eval_steps_per_second": 1.007,
|
28 |
+
"step": 96
|
29 |
+
}
|
30 |
+
],
|
31 |
+
"logging_steps": 500,
|
32 |
+
"max_steps": 288,
|
33 |
+
"num_input_tokens_seen": 0,
|
34 |
+
"num_train_epochs": 3,
|
35 |
+
"save_steps": 500,
|
36 |
+
"total_flos": 235695197280.0,
|
37 |
+
"train_batch_size": 32,
|
38 |
+
"trial_name": null,
|
39 |
+
"trial_params": {
|
40 |
+
"alpha": 0.7853139256228429,
|
41 |
+
"learning_rate": 0.00040622738127021695,
|
42 |
+
"num_train_epochs": 3,
|
43 |
+
"temperature": 5
|
44 |
+
}
|
45 |
+
}
|
run-2/checkpoint-96/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:db0762669f3cc0b738504b8520ffeb23dad59a4047901db16223a1552e162134
|
3 |
+
size 4920
|
run-2/checkpoint-96/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:db0762669f3cc0b738504b8520ffeb23dad59a4047901db16223a1552e162134
|
3 |
size 4920
|