Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1710499824.af351b5edcca.3142.0 +2 -2
- logs/events.out.tfevents.1710501374.af351b5edcca.3142.1 +3 -0
- model.safetensors +1 -1
- run-0/checkpoint-1485/config.json +34 -0
- run-0/checkpoint-1485/model.safetensors +3 -0
- run-0/checkpoint-1485/optimizer.pt +3 -0
- run-0/checkpoint-1485/rng_state.pth +3 -0
- run-0/checkpoint-1485/scheduler.pt +3 -0
- run-0/checkpoint-1485/special_tokens_map.json +7 -0
- run-0/checkpoint-1485/tokenizer.json +0 -0
- run-0/checkpoint-1485/tokenizer_config.json +57 -0
- run-0/checkpoint-1485/trainer_state.json +106 -0
- run-0/checkpoint-1485/training_args.bin +3 -0
- run-0/checkpoint-1485/vocab.txt +0 -0
- run-1/checkpoint-297/model.safetensors +1 -1
- run-1/checkpoint-297/optimizer.pt +1 -1
- run-1/checkpoint-297/scheduler.pt +1 -1
- run-1/checkpoint-297/trainer_state.json +15 -15
- run-1/checkpoint-297/training_args.bin +1 -1
- training_args.bin +1 -1
logs/events.out.tfevents.1710499824.af351b5edcca.3142.0
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:ae936c102de7fa2736922821fc2e92000363564e46c2c1689353af4d6a3dc9c4
|
3 |
+
size 7669
|
logs/events.out.tfevents.1710501374.af351b5edcca.3142.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:13eca046958b79bcb48a669b7a32c2a75f247bbd5402228ac1868725d364b56c
|
3 |
+
size 5180
|
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 sha256:066d0a0f3dedf60356cd0dcc29d0f03304cc10f4cdfea716a97548f7a62e9428
|
3 |
size 17549312
|
run-0/checkpoint-1485/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-0/checkpoint-1485/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:97696da066c4917212eea7b3878fad9b85f970534d7a4002f4806732c828446d
|
3 |
+
size 17549312
|
run-0/checkpoint-1485/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4c2dcc1f997f2652a8225c8fde5f8e85b462e4ec04e70ab788dd3da41e400177
|
3 |
+
size 35122746
|
run-0/checkpoint-1485/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ef3b88c0c6d034b48bef8b689e5ae0d1730de3acc34d7d2e10f12c5161fc0753
|
3 |
+
size 14054
|
run-0/checkpoint-1485/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:319754326f9d189f724be5421b676e9e6f12ab16fbb6652e0345d5c6275bee82
|
3 |
+
size 1064
|
run-0/checkpoint-1485/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-1485/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-0/checkpoint-1485/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-1485/trainer_state.json
ADDED
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.5227722772277228,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-594",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1485,
|
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": 0.48113372921943665,
|
14 |
+
"learning_rate": 1.1539601014308473e-05,
|
15 |
+
"loss": 0.265,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.502970297029703,
|
21 |
+
"eval_loss": 0.24101482331752777,
|
22 |
+
"eval_runtime": 14.0847,
|
23 |
+
"eval_samples_per_second": 35.854,
|
24 |
+
"eval_steps_per_second": 1.136,
|
25 |
+
"step": 297
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"grad_norm": 0.3685588538646698,
|
30 |
+
"learning_rate": 8.654700760731354e-06,
|
31 |
+
"loss": 0.2411,
|
32 |
+
"step": 594
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_accuracy": 0.5227722772277228,
|
37 |
+
"eval_loss": 0.23663455247879028,
|
38 |
+
"eval_runtime": 15.2033,
|
39 |
+
"eval_samples_per_second": 33.216,
|
40 |
+
"eval_steps_per_second": 1.052,
|
41 |
+
"step": 594
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 3.0,
|
45 |
+
"grad_norm": 0.46092164516448975,
|
46 |
+
"learning_rate": 5.769800507154237e-06,
|
47 |
+
"loss": 0.2391,
|
48 |
+
"step": 891
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 3.0,
|
52 |
+
"eval_accuracy": 0.5207920792079208,
|
53 |
+
"eval_loss": 0.23553016781806946,
|
54 |
+
"eval_runtime": 15.2473,
|
55 |
+
"eval_samples_per_second": 33.121,
|
56 |
+
"eval_steps_per_second": 1.049,
|
57 |
+
"step": 891
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 4.0,
|
61 |
+
"grad_norm": 0.48338672518730164,
|
62 |
+
"learning_rate": 2.8849002535771184e-06,
|
63 |
+
"loss": 0.2381,
|
64 |
+
"step": 1188
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 4.0,
|
68 |
+
"eval_accuracy": 0.5207920792079208,
|
69 |
+
"eval_loss": 0.23503994941711426,
|
70 |
+
"eval_runtime": 15.2316,
|
71 |
+
"eval_samples_per_second": 33.155,
|
72 |
+
"eval_steps_per_second": 1.05,
|
73 |
+
"step": 1188
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 5.0,
|
77 |
+
"grad_norm": 0.43587103486061096,
|
78 |
+
"learning_rate": 0.0,
|
79 |
+
"loss": 0.2374,
|
80 |
+
"step": 1485
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 5.0,
|
84 |
+
"eval_accuracy": 0.5207920792079208,
|
85 |
+
"eval_loss": 0.2346782386302948,
|
86 |
+
"eval_runtime": 14.1441,
|
87 |
+
"eval_samples_per_second": 35.704,
|
88 |
+
"eval_steps_per_second": 1.131,
|
89 |
+
"step": 1485
|
90 |
+
}
|
91 |
+
],
|
92 |
+
"logging_steps": 500,
|
93 |
+
"max_steps": 1485,
|
94 |
+
"num_input_tokens_seen": 0,
|
95 |
+
"num_train_epochs": 5,
|
96 |
+
"save_steps": 500,
|
97 |
+
"total_flos": 3889216415700.0,
|
98 |
+
"train_batch_size": 32,
|
99 |
+
"trial_name": null,
|
100 |
+
"trial_params": {
|
101 |
+
"alpha": 0.28450461852175,
|
102 |
+
"learning_rate": 1.4424501267885591e-05,
|
103 |
+
"num_train_epochs": 5,
|
104 |
+
"temperature": 8
|
105 |
+
}
|
106 |
+
}
|
run-0/checkpoint-1485/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:077f4108dc0cc2deb6d8b370dcd0cd733cd0d0661416c4baa607e842107e384b
|
3 |
+
size 4984
|
run-0/checkpoint-1485/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-297/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 sha256:066d0a0f3dedf60356cd0dcc29d0f03304cc10f4cdfea716a97548f7a62e9428
|
3 |
size 17549312
|
run-1/checkpoint-297/optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 35122746
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e809e38aec10c01a3656170dae7afd04ffce171ba128b8f0a39bd53aecb92ebb
|
3 |
size 35122746
|
run-1/checkpoint-297/scheduler.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f4bc2610084f26204ada03fd51932556b7db63f33cd61e0cfcf38c603da8b8ae
|
3 |
size 1064
|
run-1/checkpoint-297/trainer_state.json
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-297",
|
4 |
"epoch": 1.0,
|
5 |
"eval_steps": 500,
|
@@ -10,33 +10,33 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate": 0.
|
15 |
-
"loss": 0.
|
16 |
"step": 297
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
-
"eval_accuracy": 0.
|
21 |
-
"eval_loss": 0.
|
22 |
-
"eval_runtime":
|
23 |
-
"eval_samples_per_second":
|
24 |
-
"eval_steps_per_second":
|
25 |
"step": 297
|
26 |
}
|
27 |
],
|
28 |
"logging_steps": 500,
|
29 |
-
"max_steps":
|
30 |
"num_input_tokens_seen": 0,
|
31 |
-
"num_train_epochs":
|
32 |
"save_steps": 500,
|
33 |
"total_flos": 777843283140.0,
|
34 |
"train_batch_size": 32,
|
35 |
"trial_name": null,
|
36 |
"trial_params": {
|
37 |
-
"alpha": 0.
|
38 |
-
"learning_rate": 0.
|
39 |
-
"num_train_epochs":
|
40 |
-
"temperature":
|
41 |
}
|
42 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.5188118811881188,
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-297",
|
4 |
"epoch": 1.0,
|
5 |
"eval_steps": 500,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
+
"grad_norm": 0.8816747665405273,
|
14 |
+
"learning_rate": 0.0001319007893143593,
|
15 |
+
"loss": 0.4812,
|
16 |
"step": 297
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5188118811881188,
|
21 |
+
"eval_loss": 0.4719693958759308,
|
22 |
+
"eval_runtime": 14.5929,
|
23 |
+
"eval_samples_per_second": 34.606,
|
24 |
+
"eval_steps_per_second": 1.096,
|
25 |
"step": 297
|
26 |
}
|
27 |
],
|
28 |
"logging_steps": 500,
|
29 |
+
"max_steps": 2970,
|
30 |
"num_input_tokens_seen": 0,
|
31 |
+
"num_train_epochs": 10,
|
32 |
"save_steps": 500,
|
33 |
"total_flos": 777843283140.0,
|
34 |
"train_batch_size": 32,
|
35 |
"trial_name": null,
|
36 |
"trial_params": {
|
37 |
+
"alpha": 0.6312656697409034,
|
38 |
+
"learning_rate": 0.00014655643257151032,
|
39 |
+
"num_train_epochs": 10,
|
40 |
+
"temperature": 21
|
41 |
}
|
42 |
}
|
run-1/checkpoint-297/training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af3594179603e2d274700519c77f184614d6b83fa0b91f253fa6d184fb0aa0e2
|
3 |
size 4984
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af3594179603e2d274700519c77f184614d6b83fa0b91f253fa6d184fb0aa0e2
|
3 |
size 4984
|