Training in progress, step 4500
Browse files- model.safetensors +1 -1
- run-3/checkpoint-3500/config.json +26 -0
- run-3/checkpoint-3500/model.safetensors +3 -0
- run-3/checkpoint-3500/optimizer.pt +3 -0
- run-3/checkpoint-3500/rng_state.pth +3 -0
- run-3/checkpoint-3500/scheduler.pt +3 -0
- run-3/checkpoint-3500/special_tokens_map.json +7 -0
- run-3/checkpoint-3500/tokenizer.json +0 -0
- run-3/checkpoint-3500/tokenizer_config.json +55 -0
- run-3/checkpoint-3500/trainer_state.json +109 -0
- run-3/checkpoint-3500/training_args.bin +3 -0
- run-3/checkpoint-3500/vocab.txt +0 -0
- run-3/checkpoint-4000/config.json +26 -0
- run-3/checkpoint-4000/model.safetensors +3 -0
- run-3/checkpoint-4000/optimizer.pt +3 -0
- run-3/checkpoint-4000/rng_state.pth +3 -0
- run-3/checkpoint-4000/scheduler.pt +3 -0
- run-3/checkpoint-4000/special_tokens_map.json +7 -0
- run-3/checkpoint-4000/tokenizer.json +0 -0
- run-3/checkpoint-4000/tokenizer_config.json +55 -0
- run-3/checkpoint-4000/trainer_state.json +125 -0
- run-3/checkpoint-4000/training_args.bin +3 -0
- run-3/checkpoint-4000/vocab.txt +0 -0
- run-3/checkpoint-4500/config.json +26 -0
- run-3/checkpoint-4500/model.safetensors +3 -0
- run-3/checkpoint-4500/optimizer.pt +3 -0
- run-3/checkpoint-4500/rng_state.pth +3 -0
- run-3/checkpoint-4500/scheduler.pt +3 -0
- run-3/checkpoint-4500/special_tokens_map.json +7 -0
- run-3/checkpoint-4500/tokenizer.json +0 -0
- run-3/checkpoint-4500/tokenizer_config.json +55 -0
- run-3/checkpoint-4500/trainer_state.json +141 -0
- run-3/checkpoint-4500/training_args.bin +3 -0
- run-3/checkpoint-4500/vocab.txt +0 -0
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1340618660
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:498d2da2ab31920cf0cd8bacea0c0c200dbe8e0fe068e052a803669c1ebb82f3
|
3 |
size 1340618660
|
run-3/checkpoint-3500/config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"BertForMultipleChoice"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 1e-12,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float32",
|
22 |
+
"transformers_version": "4.40.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
run-3/checkpoint-3500/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:03f960eef97328eb75ca45ad213ab9880a71be6391d7c4ed6e96fa821182d664
|
3 |
+
size 1340618660
|
run-3/checkpoint-3500/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:190064f96e578da6271b2a041e7a11b7a8d088ed0258ab8b1018e1bcb51b19dd
|
3 |
+
size 2681472237
|
run-3/checkpoint-3500/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:661d7cc347d4d84b3f5bfbea2148f5922eb3a76fa7cc1053de1e26c08c4bdd72
|
3 |
+
size 14244
|
run-3/checkpoint-3500/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2c779c2cbb6f1a312a4128a72a9ec5100b05e774b9409b78a47569457ef4df87
|
3 |
+
size 1064
|
run-3/checkpoint-3500/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-3/checkpoint-3500/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-3500/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "BertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-3/checkpoint-3500/trainer_state.json
ADDED
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.6916890080428955,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 3500,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.6702412868632708,
|
13 |
+
"grad_norm": 1.8121609687805176,
|
14 |
+
"learning_rate": 4.400558387583305e-05,
|
15 |
+
"loss": 0.6264,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5072075128555298,
|
21 |
+
"eval_loss": 0.6931472420692444,
|
22 |
+
"eval_runtime": 9.1548,
|
23 |
+
"eval_samples_per_second": 325.839,
|
24 |
+
"eval_steps_per_second": 20.426,
|
25 |
+
"step": 746
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 1.3404825737265416,
|
29 |
+
"grad_norm": 1.8386740684509277,
|
30 |
+
"learning_rate": 4.0844263195097915e-05,
|
31 |
+
"loss": 0.7039,
|
32 |
+
"step": 1000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_accuracy": 0.49882668256759644,
|
37 |
+
"eval_loss": 0.6931472420692444,
|
38 |
+
"eval_runtime": 9.1028,
|
39 |
+
"eval_samples_per_second": 327.702,
|
40 |
+
"eval_steps_per_second": 20.543,
|
41 |
+
"step": 1492
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 2.0107238605898123,
|
45 |
+
"grad_norm": 1.775593876838684,
|
46 |
+
"learning_rate": 3.768294251436278e-05,
|
47 |
+
"loss": 0.7008,
|
48 |
+
"step": 1500
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 2.680965147453083,
|
52 |
+
"grad_norm": 1.6979082822799683,
|
53 |
+
"learning_rate": 3.452162183362765e-05,
|
54 |
+
"loss": 0.7034,
|
55 |
+
"step": 2000
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 3.0,
|
59 |
+
"eval_accuracy": 0.5015085339546204,
|
60 |
+
"eval_loss": 0.6931472420692444,
|
61 |
+
"eval_runtime": 9.1903,
|
62 |
+
"eval_samples_per_second": 324.583,
|
63 |
+
"eval_steps_per_second": 20.348,
|
64 |
+
"step": 2238
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 3.351206434316354,
|
68 |
+
"grad_norm": 1.7350631952285767,
|
69 |
+
"learning_rate": 3.136030115289252e-05,
|
70 |
+
"loss": 0.7017,
|
71 |
+
"step": 2500
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 4.0,
|
75 |
+
"eval_accuracy": 0.5065370202064514,
|
76 |
+
"eval_loss": 0.6931472420692444,
|
77 |
+
"eval_runtime": 9.2185,
|
78 |
+
"eval_samples_per_second": 323.589,
|
79 |
+
"eval_steps_per_second": 20.285,
|
80 |
+
"step": 2984
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 4.021447721179625,
|
84 |
+
"grad_norm": 1.841038465499878,
|
85 |
+
"learning_rate": 2.8198980472157382e-05,
|
86 |
+
"loss": 0.7019,
|
87 |
+
"step": 3000
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 4.6916890080428955,
|
91 |
+
"grad_norm": 1.6272307634353638,
|
92 |
+
"learning_rate": 2.5037659791422253e-05,
|
93 |
+
"loss": 0.6994,
|
94 |
+
"step": 3500
|
95 |
+
}
|
96 |
+
],
|
97 |
+
"logging_steps": 500,
|
98 |
+
"max_steps": 7460,
|
99 |
+
"num_input_tokens_seen": 0,
|
100 |
+
"num_train_epochs": 10,
|
101 |
+
"save_steps": 500,
|
102 |
+
"total_flos": 9120071568390876.0,
|
103 |
+
"train_batch_size": 16,
|
104 |
+
"trial_name": null,
|
105 |
+
"trial_params": {
|
106 |
+
"learning_rate": 4.716690455656818e-05,
|
107 |
+
"per_device_train_batch_size": 16
|
108 |
+
}
|
109 |
+
}
|
run-3/checkpoint-3500/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0537522960a235b809ea329ec1396888a29088f8f8ec27bb9dbf5e7701ff29d
|
3 |
+
size 5048
|
run-3/checkpoint-3500/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-4000/config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"BertForMultipleChoice"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 1e-12,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float32",
|
22 |
+
"transformers_version": "4.40.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
run-3/checkpoint-4000/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3c6abfa93adcfd8b301dd28aa5275549c29c65e9eff2a495bc40587ea8dded8a
|
3 |
+
size 1340618660
|
run-3/checkpoint-4000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d06dcfba74bd1e8666ee05b2129ec92726dd81e2d6f7c1f7f16b035f7753e129
|
3 |
+
size 2681472237
|
run-3/checkpoint-4000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:964f4b0fc1ae48263176e28a78d31a31267f7cb8f04acc9b199d89800cfff478
|
3 |
+
size 14244
|
run-3/checkpoint-4000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:536b460f23f6347bb54af8c72c9dd28c1331341be7c4818c934ca1dabdc49abc
|
3 |
+
size 1064
|
run-3/checkpoint-4000/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-3/checkpoint-4000/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-4000/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "BertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-3/checkpoint-4000/trainer_state.json
ADDED
@@ -0,0 +1,125 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 5.361930294906166,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 4000,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.6702412868632708,
|
13 |
+
"grad_norm": 1.8121609687805176,
|
14 |
+
"learning_rate": 4.400558387583305e-05,
|
15 |
+
"loss": 0.6264,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5072075128555298,
|
21 |
+
"eval_loss": 0.6931472420692444,
|
22 |
+
"eval_runtime": 9.1548,
|
23 |
+
"eval_samples_per_second": 325.839,
|
24 |
+
"eval_steps_per_second": 20.426,
|
25 |
+
"step": 746
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 1.3404825737265416,
|
29 |
+
"grad_norm": 1.8386740684509277,
|
30 |
+
"learning_rate": 4.0844263195097915e-05,
|
31 |
+
"loss": 0.7039,
|
32 |
+
"step": 1000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_accuracy": 0.49882668256759644,
|
37 |
+
"eval_loss": 0.6931472420692444,
|
38 |
+
"eval_runtime": 9.1028,
|
39 |
+
"eval_samples_per_second": 327.702,
|
40 |
+
"eval_steps_per_second": 20.543,
|
41 |
+
"step": 1492
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 2.0107238605898123,
|
45 |
+
"grad_norm": 1.775593876838684,
|
46 |
+
"learning_rate": 3.768294251436278e-05,
|
47 |
+
"loss": 0.7008,
|
48 |
+
"step": 1500
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 2.680965147453083,
|
52 |
+
"grad_norm": 1.6979082822799683,
|
53 |
+
"learning_rate": 3.452162183362765e-05,
|
54 |
+
"loss": 0.7034,
|
55 |
+
"step": 2000
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 3.0,
|
59 |
+
"eval_accuracy": 0.5015085339546204,
|
60 |
+
"eval_loss": 0.6931472420692444,
|
61 |
+
"eval_runtime": 9.1903,
|
62 |
+
"eval_samples_per_second": 324.583,
|
63 |
+
"eval_steps_per_second": 20.348,
|
64 |
+
"step": 2238
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 3.351206434316354,
|
68 |
+
"grad_norm": 1.7350631952285767,
|
69 |
+
"learning_rate": 3.136030115289252e-05,
|
70 |
+
"loss": 0.7017,
|
71 |
+
"step": 2500
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 4.0,
|
75 |
+
"eval_accuracy": 0.5065370202064514,
|
76 |
+
"eval_loss": 0.6931472420692444,
|
77 |
+
"eval_runtime": 9.2185,
|
78 |
+
"eval_samples_per_second": 323.589,
|
79 |
+
"eval_steps_per_second": 20.285,
|
80 |
+
"step": 2984
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 4.021447721179625,
|
84 |
+
"grad_norm": 1.841038465499878,
|
85 |
+
"learning_rate": 2.8198980472157382e-05,
|
86 |
+
"loss": 0.7019,
|
87 |
+
"step": 3000
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 4.6916890080428955,
|
91 |
+
"grad_norm": 1.6272307634353638,
|
92 |
+
"learning_rate": 2.5037659791422253e-05,
|
93 |
+
"loss": 0.6994,
|
94 |
+
"step": 3500
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 5.0,
|
98 |
+
"eval_accuracy": 0.5095541477203369,
|
99 |
+
"eval_loss": 0.6931472420692444,
|
100 |
+
"eval_runtime": 9.0976,
|
101 |
+
"eval_samples_per_second": 327.89,
|
102 |
+
"eval_steps_per_second": 20.555,
|
103 |
+
"step": 3730
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 5.361930294906166,
|
107 |
+
"grad_norm": 1.7355244159698486,
|
108 |
+
"learning_rate": 2.1876339110687117e-05,
|
109 |
+
"loss": 0.7006,
|
110 |
+
"step": 4000
|
111 |
+
}
|
112 |
+
],
|
113 |
+
"logging_steps": 500,
|
114 |
+
"max_steps": 7460,
|
115 |
+
"num_input_tokens_seen": 0,
|
116 |
+
"num_train_epochs": 10,
|
117 |
+
"save_steps": 500,
|
118 |
+
"total_flos": 1.0420730286237396e+16,
|
119 |
+
"train_batch_size": 16,
|
120 |
+
"trial_name": null,
|
121 |
+
"trial_params": {
|
122 |
+
"learning_rate": 4.716690455656818e-05,
|
123 |
+
"per_device_train_batch_size": 16
|
124 |
+
}
|
125 |
+
}
|
run-3/checkpoint-4000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0537522960a235b809ea329ec1396888a29088f8f8ec27bb9dbf5e7701ff29d
|
3 |
+
size 5048
|
run-3/checkpoint-4000/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-4500/config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"BertForMultipleChoice"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 1e-12,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float32",
|
22 |
+
"transformers_version": "4.40.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
run-3/checkpoint-4500/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:498d2da2ab31920cf0cd8bacea0c0c200dbe8e0fe068e052a803669c1ebb82f3
|
3 |
+
size 1340618660
|
run-3/checkpoint-4500/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:66700a3a7c19672e1f2bf2aacfaf2b7db35ad0cfbf5fa9532afe78a63ee7485f
|
3 |
+
size 2681472237
|
run-3/checkpoint-4500/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0c65c81fd3021fa5a65673197784a1bfa7af04999304bdf6b50fc4ee0d7de006
|
3 |
+
size 14244
|
run-3/checkpoint-4500/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:80cf1d2d505fd99c754cdb23eb1a37a200517bb0accb261f2a8169cbae809756
|
3 |
+
size 1064
|
run-3/checkpoint-4500/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-3/checkpoint-4500/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-4500/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "BertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-3/checkpoint-4500/trainer_state.json
ADDED
@@ -0,0 +1,141 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 6.032171581769437,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 4500,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.6702412868632708,
|
13 |
+
"grad_norm": 1.8121609687805176,
|
14 |
+
"learning_rate": 4.400558387583305e-05,
|
15 |
+
"loss": 0.6264,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5072075128555298,
|
21 |
+
"eval_loss": 0.6931472420692444,
|
22 |
+
"eval_runtime": 9.1548,
|
23 |
+
"eval_samples_per_second": 325.839,
|
24 |
+
"eval_steps_per_second": 20.426,
|
25 |
+
"step": 746
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 1.3404825737265416,
|
29 |
+
"grad_norm": 1.8386740684509277,
|
30 |
+
"learning_rate": 4.0844263195097915e-05,
|
31 |
+
"loss": 0.7039,
|
32 |
+
"step": 1000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_accuracy": 0.49882668256759644,
|
37 |
+
"eval_loss": 0.6931472420692444,
|
38 |
+
"eval_runtime": 9.1028,
|
39 |
+
"eval_samples_per_second": 327.702,
|
40 |
+
"eval_steps_per_second": 20.543,
|
41 |
+
"step": 1492
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 2.0107238605898123,
|
45 |
+
"grad_norm": 1.775593876838684,
|
46 |
+
"learning_rate": 3.768294251436278e-05,
|
47 |
+
"loss": 0.7008,
|
48 |
+
"step": 1500
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 2.680965147453083,
|
52 |
+
"grad_norm": 1.6979082822799683,
|
53 |
+
"learning_rate": 3.452162183362765e-05,
|
54 |
+
"loss": 0.7034,
|
55 |
+
"step": 2000
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 3.0,
|
59 |
+
"eval_accuracy": 0.5015085339546204,
|
60 |
+
"eval_loss": 0.6931472420692444,
|
61 |
+
"eval_runtime": 9.1903,
|
62 |
+
"eval_samples_per_second": 324.583,
|
63 |
+
"eval_steps_per_second": 20.348,
|
64 |
+
"step": 2238
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 3.351206434316354,
|
68 |
+
"grad_norm": 1.7350631952285767,
|
69 |
+
"learning_rate": 3.136030115289252e-05,
|
70 |
+
"loss": 0.7017,
|
71 |
+
"step": 2500
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 4.0,
|
75 |
+
"eval_accuracy": 0.5065370202064514,
|
76 |
+
"eval_loss": 0.6931472420692444,
|
77 |
+
"eval_runtime": 9.2185,
|
78 |
+
"eval_samples_per_second": 323.589,
|
79 |
+
"eval_steps_per_second": 20.285,
|
80 |
+
"step": 2984
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 4.021447721179625,
|
84 |
+
"grad_norm": 1.841038465499878,
|
85 |
+
"learning_rate": 2.8198980472157382e-05,
|
86 |
+
"loss": 0.7019,
|
87 |
+
"step": 3000
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 4.6916890080428955,
|
91 |
+
"grad_norm": 1.6272307634353638,
|
92 |
+
"learning_rate": 2.5037659791422253e-05,
|
93 |
+
"loss": 0.6994,
|
94 |
+
"step": 3500
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 5.0,
|
98 |
+
"eval_accuracy": 0.5095541477203369,
|
99 |
+
"eval_loss": 0.6931472420692444,
|
100 |
+
"eval_runtime": 9.0976,
|
101 |
+
"eval_samples_per_second": 327.89,
|
102 |
+
"eval_steps_per_second": 20.555,
|
103 |
+
"step": 3730
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 5.361930294906166,
|
107 |
+
"grad_norm": 1.7355244159698486,
|
108 |
+
"learning_rate": 2.1876339110687117e-05,
|
109 |
+
"loss": 0.7006,
|
110 |
+
"step": 4000
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 6.0,
|
114 |
+
"eval_accuracy": 0.49446865916252136,
|
115 |
+
"eval_loss": 0.6931472420692444,
|
116 |
+
"eval_runtime": 9.0977,
|
117 |
+
"eval_samples_per_second": 327.885,
|
118 |
+
"eval_steps_per_second": 20.555,
|
119 |
+
"step": 4476
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 6.032171581769437,
|
123 |
+
"grad_norm": 1.6792231798171997,
|
124 |
+
"learning_rate": 1.8715018429951985e-05,
|
125 |
+
"loss": 0.7005,
|
126 |
+
"step": 4500
|
127 |
+
}
|
128 |
+
],
|
129 |
+
"logging_steps": 500,
|
130 |
+
"max_steps": 7460,
|
131 |
+
"num_input_tokens_seen": 0,
|
132 |
+
"num_train_epochs": 10,
|
133 |
+
"save_steps": 500,
|
134 |
+
"total_flos": 1.17284621936184e+16,
|
135 |
+
"train_batch_size": 16,
|
136 |
+
"trial_name": null,
|
137 |
+
"trial_params": {
|
138 |
+
"learning_rate": 4.716690455656818e-05,
|
139 |
+
"per_device_train_batch_size": 16
|
140 |
+
}
|
141 |
+
}
|
run-3/checkpoint-4500/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0537522960a235b809ea329ec1396888a29088f8f8ec27bb9dbf5e7701ff29d
|
3 |
+
size 5048
|
run-3/checkpoint-4500/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|