LamaDiab commited on
Commit
d0f49ae
·
verified ·
1 Parent(s): 6952c04

Training checkpoint - Epoch 2, Step 21736

Browse files
checkpoint-21736/1_Pooling/config.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "word_embedding_dimension": 384,
3
+ "pooling_mode_cls_token": false,
4
+ "pooling_mode_mean_tokens": true,
5
+ "pooling_mode_max_tokens": false,
6
+ "pooling_mode_mean_sqrt_len_tokens": false,
7
+ "pooling_mode_weightedmean_tokens": false,
8
+ "pooling_mode_lasttoken": false,
9
+ "include_prompt": true
10
+ }
checkpoint-21736/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "BertModel"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "classifier_dropout": null,
7
+ "gradient_checkpointing": false,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 384,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 1536,
13
+ "layer_norm_eps": 1e-12,
14
+ "max_position_embeddings": 512,
15
+ "model_type": "bert",
16
+ "num_attention_heads": 12,
17
+ "num_hidden_layers": 6,
18
+ "pad_token_id": 0,
19
+ "position_embedding_type": "absolute",
20
+ "torch_dtype": "float32",
21
+ "transformers_version": "4.53.3",
22
+ "type_vocab_size": 2,
23
+ "use_cache": true,
24
+ "vocab_size": 30522
25
+ }
checkpoint-21736/config_sentence_transformers.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "__version__": {
3
+ "sentence_transformers": "5.2.0",
4
+ "transformers": "4.53.3",
5
+ "pytorch": "2.6.0+cu124"
6
+ },
7
+ "model_type": "SentenceTransformer",
8
+ "prompts": {
9
+ "query": "",
10
+ "document": ""
11
+ },
12
+ "default_prompt_name": null,
13
+ "similarity_fn_name": "cosine"
14
+ }
checkpoint-21736/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ce2c55866dccc1cc5c37a8d2e20d29f59bc49f7539ff62b1defaf2229158161
3
+ size 90864192
checkpoint-21736/modules.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "idx": 0,
4
+ "name": "0",
5
+ "path": "",
6
+ "type": "sentence_transformers.models.Transformer"
7
+ },
8
+ {
9
+ "idx": 1,
10
+ "name": "1",
11
+ "path": "1_Pooling",
12
+ "type": "sentence_transformers.models.Pooling"
13
+ },
14
+ {
15
+ "idx": 2,
16
+ "name": "2",
17
+ "path": "2_Normalize",
18
+ "type": "sentence_transformers.models.Normalize"
19
+ }
20
+ ]
checkpoint-21736/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bc801c9e76a1a9c60a0bbedba1672cd162f2f0427d3c1c3e34ce217abdcca40
3
+ size 180607738
checkpoint-21736/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8e6effbc02b5404d7512f7c5a1d6bc6bf64213ea83f002a367da4b4f3aff2351
3
+ size 14244
checkpoint-21736/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91513ac992d666cc4fb655ee17c8a692c5a052627e6d63603247eb61ddf0f565
3
+ size 988
checkpoint-21736/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bdf9a582ad9f1b76fa0c94414538ea6baae399a581ca87d9d6a8c643af08b55
3
+ size 1064
checkpoint-21736/sentence_bert_config.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "max_seq_length": 256,
3
+ "do_lower_case": false
4
+ }
checkpoint-21736/special_tokens_map.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "mask_token": {
10
+ "content": "[MASK]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "[PAD]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "sep_token": {
24
+ "content": "[SEP]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "unk_token": {
31
+ "content": "[UNK]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ }
37
+ }
checkpoint-21736/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-21736/tokenizer_config.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": false,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "extra_special_tokens": {},
49
+ "mask_token": "[MASK]",
50
+ "max_length": 128,
51
+ "model_max_length": 256,
52
+ "never_split": null,
53
+ "pad_to_multiple_of": null,
54
+ "pad_token": "[PAD]",
55
+ "pad_token_type_id": 0,
56
+ "padding_side": "right",
57
+ "sep_token": "[SEP]",
58
+ "stride": 0,
59
+ "strip_accents": null,
60
+ "tokenize_chinese_chars": true,
61
+ "tokenizer_class": "BertTokenizer",
62
+ "truncation_side": "right",
63
+ "truncation_strategy": "longest_first",
64
+ "unk_token": "[UNK]"
65
+ }
checkpoint-21736/trainer_state.json ADDED
@@ -0,0 +1,201 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": null,
3
+ "best_metric": null,
4
+ "best_model_checkpoint": null,
5
+ "epoch": 2.0,
6
+ "eval_steps": 2000,
7
+ "global_step": 21736,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 9.204712812960235e-05,
14
+ "grad_norm": 13.360148429870605,
15
+ "learning_rate": 0.0,
16
+ "loss": 2.3674,
17
+ "step": 1
18
+ },
19
+ {
20
+ "epoch": 0.18409425625920472,
21
+ "grad_norm": 9.698494911193848,
22
+ "learning_rate": 5.52057442695388e-06,
23
+ "loss": 1.8916,
24
+ "step": 2000
25
+ },
26
+ {
27
+ "epoch": 0.18409425625920472,
28
+ "eval_cosine_accuracy": 0.9443621635437012,
29
+ "eval_loss": 0.7301858067512512,
30
+ "eval_runtime": 24.6963,
31
+ "eval_samples_per_second": 382.81,
32
+ "eval_steps_per_second": 1.498,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 0.36818851251840945,
37
+ "grad_norm": 4.1456756591796875,
38
+ "learning_rate": 1.1043910521955262e-05,
39
+ "loss": 1.3359,
40
+ "step": 4000
41
+ },
42
+ {
43
+ "epoch": 0.36818851251840945,
44
+ "eval_cosine_accuracy": 0.9476411938667297,
45
+ "eval_loss": 0.7006688117980957,
46
+ "eval_runtime": 23.8109,
47
+ "eval_samples_per_second": 397.045,
48
+ "eval_steps_per_second": 1.554,
49
+ "step": 4000
50
+ },
51
+ {
52
+ "epoch": 0.5522827687776142,
53
+ "grad_norm": 6.158293724060059,
54
+ "learning_rate": 1.656172328086164e-05,
55
+ "loss": 1.0329,
56
+ "step": 6000
57
+ },
58
+ {
59
+ "epoch": 0.5522827687776142,
60
+ "eval_cosine_accuracy": 0.9529299736022949,
61
+ "eval_loss": 0.6458290815353394,
62
+ "eval_runtime": 23.7658,
63
+ "eval_samples_per_second": 397.799,
64
+ "eval_steps_per_second": 1.557,
65
+ "step": 6000
66
+ },
67
+ {
68
+ "epoch": 0.7363770250368189,
69
+ "grad_norm": 3.041351556777954,
70
+ "learning_rate": 2.208505937586302e-05,
71
+ "loss": 0.8502,
72
+ "step": 8000
73
+ },
74
+ {
75
+ "epoch": 0.7363770250368189,
76
+ "eval_cosine_accuracy": 0.958430290222168,
77
+ "eval_loss": 0.6126231551170349,
78
+ "eval_runtime": 23.8204,
79
+ "eval_samples_per_second": 396.887,
80
+ "eval_steps_per_second": 1.553,
81
+ "step": 8000
82
+ },
83
+ {
84
+ "epoch": 0.9204712812960235,
85
+ "grad_norm": 3.5076329708099365,
86
+ "learning_rate": 2.7602872134769403e-05,
87
+ "loss": 0.7183,
88
+ "step": 10000
89
+ },
90
+ {
91
+ "epoch": 0.9204712812960235,
92
+ "eval_cosine_accuracy": 0.9612862467765808,
93
+ "eval_loss": 0.5929833054542542,
94
+ "eval_runtime": 23.7689,
95
+ "eval_samples_per_second": 397.746,
96
+ "eval_steps_per_second": 1.557,
97
+ "step": 10000
98
+ },
99
+ {
100
+ "epoch": 1.1044885945548197,
101
+ "grad_norm": 5.993108749389648,
102
+ "learning_rate": 2.991079806492284e-05,
103
+ "loss": 0.6232,
104
+ "step": 12000
105
+ },
106
+ {
107
+ "epoch": 1.1044885945548197,
108
+ "eval_cosine_accuracy": 0.9625555276870728,
109
+ "eval_loss": 0.5854976177215576,
110
+ "eval_runtime": 23.6381,
111
+ "eval_samples_per_second": 399.947,
112
+ "eval_steps_per_second": 1.565,
113
+ "step": 12000
114
+ },
115
+ {
116
+ "epoch": 1.2884473877851361,
117
+ "grad_norm": 3.1183509826660156,
118
+ "learning_rate": 2.9322078021233654e-05,
119
+ "loss": 0.5509,
120
+ "step": 14000
121
+ },
122
+ {
123
+ "epoch": 1.2884473877851361,
124
+ "eval_cosine_accuracy": 0.9658345580101013,
125
+ "eval_loss": 0.5530505776405334,
126
+ "eval_runtime": 23.8535,
127
+ "eval_samples_per_second": 396.337,
128
+ "eval_steps_per_second": 1.551,
129
+ "step": 14000
130
+ },
131
+ {
132
+ "epoch": 1.4724061810154525,
133
+ "grad_norm": 2.6417152881622314,
134
+ "learning_rate": 2.8202595151679806e-05,
135
+ "loss": 0.5088,
136
+ "step": 16000
137
+ },
138
+ {
139
+ "epoch": 1.4724061810154525,
140
+ "eval_cosine_accuracy": 0.9668923020362854,
141
+ "eval_loss": 0.5652992725372314,
142
+ "eval_runtime": 23.8646,
143
+ "eval_samples_per_second": 396.152,
144
+ "eval_steps_per_second": 1.55,
145
+ "step": 16000
146
+ },
147
+ {
148
+ "epoch": 1.656364974245769,
149
+ "grad_norm": 2.9723057746887207,
150
+ "learning_rate": 2.659489882695295e-05,
151
+ "loss": 0.4759,
152
+ "step": 18000
153
+ },
154
+ {
155
+ "epoch": 1.656364974245769,
156
+ "eval_cosine_accuracy": 0.9699597954750061,
157
+ "eval_loss": 0.5359070301055908,
158
+ "eval_runtime": 24.2142,
159
+ "eval_samples_per_second": 390.432,
160
+ "eval_steps_per_second": 1.528,
161
+ "step": 18000
162
+ },
163
+ {
164
+ "epoch": 1.8403237674760855,
165
+ "grad_norm": 2.547870397567749,
166
+ "learning_rate": 2.455694759085683e-05,
167
+ "loss": 0.4477,
168
+ "step": 20000
169
+ },
170
+ {
171
+ "epoch": 1.8403237674760855,
172
+ "eval_cosine_accuracy": 0.9698540568351746,
173
+ "eval_loss": 0.5235444903373718,
174
+ "eval_runtime": 23.7486,
175
+ "eval_samples_per_second": 398.087,
176
+ "eval_steps_per_second": 1.558,
177
+ "step": 20000
178
+ }
179
+ ],
180
+ "logging_steps": 2000,
181
+ "max_steps": 43456,
182
+ "num_input_tokens_seen": 0,
183
+ "num_train_epochs": 4,
184
+ "save_steps": 500,
185
+ "stateful_callbacks": {
186
+ "TrainerControl": {
187
+ "args": {
188
+ "should_epoch_stop": false,
189
+ "should_evaluate": false,
190
+ "should_log": false,
191
+ "should_save": true,
192
+ "should_training_stop": false
193
+ },
194
+ "attributes": {}
195
+ }
196
+ },
197
+ "total_flos": 0.0,
198
+ "train_batch_size": 256,
199
+ "trial_name": null,
200
+ "trial_params": null
201
+ }
checkpoint-21736/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:478e80b28b6969b356244dab5e55ca31ea07eda29bfe09042cc4750d73bdd006
3
+ size 5624
checkpoint-21736/training_metrics.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "metrics_history": [
3
+ {
4
+ "epoch": 0.18409425625920472,
5
+ "global_step": 2000,
6
+ "eval_loss": 0.7301858067512512,
7
+ "eval_cosine_accuracy": 0.9443621635437012
8
+ },
9
+ {
10
+ "epoch": 0.36818851251840945,
11
+ "global_step": 4000,
12
+ "eval_loss": 0.7006688117980957,
13
+ "eval_cosine_accuracy": 0.9476411938667297
14
+ },
15
+ {
16
+ "epoch": 0.5522827687776142,
17
+ "global_step": 6000,
18
+ "eval_loss": 0.6458290815353394,
19
+ "eval_cosine_accuracy": 0.9529299736022949
20
+ },
21
+ {
22
+ "epoch": 0.7363770250368189,
23
+ "global_step": 8000,
24
+ "eval_loss": 0.6126231551170349,
25
+ "eval_cosine_accuracy": 0.958430290222168
26
+ },
27
+ {
28
+ "epoch": 0.9204712812960235,
29
+ "global_step": 10000,
30
+ "eval_loss": 0.5929833054542542,
31
+ "eval_cosine_accuracy": 0.9612862467765808
32
+ },
33
+ {
34
+ "epoch": 1.1044885945548197,
35
+ "global_step": 12000,
36
+ "eval_loss": 0.5854976177215576,
37
+ "eval_cosine_accuracy": 0.9625555276870728
38
+ },
39
+ {
40
+ "epoch": 1.2884473877851361,
41
+ "global_step": 14000,
42
+ "eval_loss": 0.5530505776405334,
43
+ "eval_cosine_accuracy": 0.9658345580101013
44
+ },
45
+ {
46
+ "epoch": 1.4724061810154525,
47
+ "global_step": 16000,
48
+ "eval_loss": 0.5652992725372314,
49
+ "eval_cosine_accuracy": 0.9668923020362854
50
+ },
51
+ {
52
+ "epoch": 1.656364974245769,
53
+ "global_step": 18000,
54
+ "eval_loss": 0.5359070301055908,
55
+ "eval_cosine_accuracy": 0.9699597954750061
56
+ },
57
+ {
58
+ "epoch": 1.8403237674760855,
59
+ "global_step": 20000,
60
+ "eval_loss": 0.5235444903373718,
61
+ "eval_cosine_accuracy": 0.9698540568351746
62
+ }
63
+ ],
64
+ "current_epoch": 2,
65
+ "global_step": 21736
66
+ }
checkpoint-21736/vocab.txt ADDED
The diff for this file is too large to render. See raw diff