Kira-Floris
commited on
Commit
•
fd9b971
1
Parent(s):
6c21a39
Training in progress, epoch 6
Browse files- logs/events.out.tfevents.1719239773.f94f01b9b918.2392.1 +2 -2
- model.safetensors +1 -1
- run-0/checkpoint-3162/config.json +34 -0
- run-0/checkpoint-3162/model.safetensors +3 -0
- run-0/checkpoint-3162/optimizer.pt +3 -0
- run-0/checkpoint-3162/rng_state.pth +3 -0
- run-0/checkpoint-3162/scheduler.pt +3 -0
- run-0/checkpoint-3162/special_tokens_map.json +7 -0
- run-0/checkpoint-3162/tokenizer.json +0 -0
- run-0/checkpoint-3162/tokenizer_config.json +57 -0
- run-0/checkpoint-3162/trainer_state.json +134 -0
- run-0/checkpoint-3162/training_args.bin +3 -0
- run-0/checkpoint-3162/vocab.txt +0 -0
logs/events.out.tfevents.1719239773.f94f01b9b918.2392.1
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:d2e4294b988b29aae00296ad46970edd2eb657f7f6177b2044f68c225889f215
|
3 |
+
size 8098
|
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:fea251dae184c5591244f81e6502a24a8cab0a351880552559a232f1aacf4396
|
3 |
size 17549312
|
run-0/checkpoint-3162/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": "4.41.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-0/checkpoint-3162/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fea251dae184c5591244f81e6502a24a8cab0a351880552559a232f1aacf4396
|
3 |
+
size 17549312
|
run-0/checkpoint-3162/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:06fa7af747338663c6d93fc92a9070497f9b6e1af64f10240d2c37474492d11e
|
3 |
+
size 35123898
|
run-0/checkpoint-3162/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:522b7aebc7f2d792dff3c51eedb9bc3afba88519f25125b03cb3295366cd0853
|
3 |
+
size 14308
|
run-0/checkpoint-3162/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3e62735c8e1aceea857f7db2aa809d292c11d0b0d977d63eb197a92bf8176f59
|
3 |
+
size 1064
|
run-0/checkpoint-3162/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-0/checkpoint-3162/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-0/checkpoint-3162/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-0/checkpoint-3162/trainer_state.json
ADDED
@@ -0,0 +1,134 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8291284403669725,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-2635",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 3162,
|
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": 16.55626678466797,
|
14 |
+
"learning_rate": 5.1383294230414005e-05,
|
15 |
+
"loss": 1.5907,
|
16 |
+
"step": 527
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.8061926605504587,
|
21 |
+
"eval_loss": 1.2464169263839722,
|
22 |
+
"eval_runtime": 2.4007,
|
23 |
+
"eval_samples_per_second": 363.232,
|
24 |
+
"eval_steps_per_second": 2.916,
|
25 |
+
"step": 527
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"grad_norm": Infinity,
|
30 |
+
"learning_rate": 4.405675241279466e-05,
|
31 |
+
"loss": 0.9038,
|
32 |
+
"step": 1054
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_accuracy": 0.8107798165137615,
|
37 |
+
"eval_loss": 1.1235342025756836,
|
38 |
+
"eval_runtime": 2.3533,
|
39 |
+
"eval_samples_per_second": 370.54,
|
40 |
+
"eval_steps_per_second": 2.975,
|
41 |
+
"step": 1054
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 3.0,
|
45 |
+
"grad_norm": 48.55740737915039,
|
46 |
+
"learning_rate": 3.67162818084498e-05,
|
47 |
+
"loss": 0.6946,
|
48 |
+
"step": 1581
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 3.0,
|
52 |
+
"eval_accuracy": 0.8176605504587156,
|
53 |
+
"eval_loss": 1.1027159690856934,
|
54 |
+
"eval_runtime": 2.3719,
|
55 |
+
"eval_samples_per_second": 367.637,
|
56 |
+
"eval_steps_per_second": 2.951,
|
57 |
+
"step": 1581
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 4.0,
|
61 |
+
"grad_norm": 16.267213821411133,
|
62 |
+
"learning_rate": 2.9375811204104943e-05,
|
63 |
+
"loss": 0.595,
|
64 |
+
"step": 2108
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 4.0,
|
68 |
+
"eval_accuracy": 0.8256880733944955,
|
69 |
+
"eval_loss": 1.0700539350509644,
|
70 |
+
"eval_runtime": 2.3638,
|
71 |
+
"eval_samples_per_second": 368.893,
|
72 |
+
"eval_steps_per_second": 2.961,
|
73 |
+
"step": 2108
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 5.0,
|
77 |
+
"grad_norm": 10.482604026794434,
|
78 |
+
"learning_rate": 2.2035340599760084e-05,
|
79 |
+
"loss": 0.5308,
|
80 |
+
"step": 2635
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 5.0,
|
84 |
+
"eval_accuracy": 0.8291284403669725,
|
85 |
+
"eval_loss": 1.1128482818603516,
|
86 |
+
"eval_runtime": 2.3733,
|
87 |
+
"eval_samples_per_second": 367.419,
|
88 |
+
"eval_steps_per_second": 2.949,
|
89 |
+
"step": 2635
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 6.0,
|
93 |
+
"grad_norm": 24.14480209350586,
|
94 |
+
"learning_rate": 1.4694869995415228e-05,
|
95 |
+
"loss": 0.4895,
|
96 |
+
"step": 3162
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 6.0,
|
100 |
+
"eval_accuracy": 0.8291284403669725,
|
101 |
+
"eval_loss": 1.1355042457580566,
|
102 |
+
"eval_runtime": 2.3485,
|
103 |
+
"eval_samples_per_second": 371.294,
|
104 |
+
"eval_steps_per_second": 2.981,
|
105 |
+
"step": 3162
|
106 |
+
}
|
107 |
+
],
|
108 |
+
"logging_steps": 500,
|
109 |
+
"max_steps": 4216,
|
110 |
+
"num_input_tokens_seen": 0,
|
111 |
+
"num_train_epochs": 8,
|
112 |
+
"save_steps": 500,
|
113 |
+
"stateful_callbacks": {
|
114 |
+
"TrainerControl": {
|
115 |
+
"args": {
|
116 |
+
"should_epoch_stop": false,
|
117 |
+
"should_evaluate": false,
|
118 |
+
"should_log": false,
|
119 |
+
"should_save": true,
|
120 |
+
"should_training_stop": false
|
121 |
+
},
|
122 |
+
"attributes": {}
|
123 |
+
}
|
124 |
+
},
|
125 |
+
"total_flos": 48527917525620.0,
|
126 |
+
"train_batch_size": 128,
|
127 |
+
"trial_name": null,
|
128 |
+
"trial_params": {
|
129 |
+
"alpha": 0.5167874928728581,
|
130 |
+
"learning_rate": 5.872376483475886e-05,
|
131 |
+
"num_train_epochs": 8,
|
132 |
+
"temperature": 5
|
133 |
+
}
|
134 |
+
}
|
run-0/checkpoint-3162/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f28149fe21091b257234d7cbe1611ee6ca88e3a7cef675e40e6d90410e6fc1a6
|
3 |
+
size 5176
|
run-0/checkpoint-3162/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|