Training in progress, step 1000
Browse files- model.safetensors +1 -1
- run-3/checkpoint-1000/config.json +24 -0
- run-3/checkpoint-1000/model.safetensors +3 -0
- run-3/checkpoint-1000/optimizer.pt +3 -0
- run-3/checkpoint-1000/rng_state.pth +3 -0
- run-3/checkpoint-1000/scheduler.pt +3 -0
- run-3/checkpoint-1000/special_tokens_map.json +7 -0
- run-3/checkpoint-1000/tokenizer.json +0 -0
- run-3/checkpoint-1000/tokenizer_config.json +55 -0
- run-3/checkpoint-1000/trainer_state.json +197 -0
- run-3/checkpoint-1000/training_args.bin +3 -0
- run-3/checkpoint-1000/vocab.txt +0 -0
- run-3/checkpoint-500/config.json +24 -0
- run-3/checkpoint-500/model.safetensors +3 -0
- run-3/checkpoint-500/optimizer.pt +3 -0
- run-3/checkpoint-500/rng_state.pth +3 -0
- run-3/checkpoint-500/scheduler.pt +3 -0
- run-3/checkpoint-500/special_tokens_map.json +7 -0
- run-3/checkpoint-500/tokenizer.json +0 -0
- run-3/checkpoint-500/tokenizer_config.json +55 -0
- run-3/checkpoint-500/trainer_state.json +122 -0
- run-3/checkpoint-500/training_args.bin +3 -0
- run-3/checkpoint-500/vocab.txt +0 -0
- runs/Nov18_10-11-09_aa151f0a91fc/events.out.tfevents.1731925772.aa151f0a91fc.1516.3 +3 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 265470032
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e115a1f2b1f262906bc019b4c3a75cf162328368642d9948324a4022903ce93
|
3 |
size 265470032
|
run-3/checkpoint-1000/config.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert/distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForQuestionAnswering"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"qa_dropout": 0.1,
|
18 |
+
"seq_classif_dropout": 0.2,
|
19 |
+
"sinusoidal_pos_embds": false,
|
20 |
+
"tie_weights_": true,
|
21 |
+
"torch_dtype": "float32",
|
22 |
+
"transformers_version": "4.45.1",
|
23 |
+
"vocab_size": 30522
|
24 |
+
}
|
run-3/checkpoint-1000/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e115a1f2b1f262906bc019b4c3a75cf162328368642d9948324a4022903ce93
|
3 |
+
size 265470032
|
run-3/checkpoint-1000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:149eddd028ff8737a104817cf51db47229b4d3e0cd30f0046d9355a32ec0d442
|
3 |
+
size 531000890
|
run-3/checkpoint-1000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f1be407aee374c47b0e85e18bbf5b9c9e967168b3c154062df47e4b3979b4b71
|
3 |
+
size 14244
|
run-3/checkpoint-1000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c79ab14cc74cd5c43d73a3d8e4a2671bb0d21d513d630a577792e0955941149
|
3 |
+
size 1064
|
run-3/checkpoint-1000/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-1000/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-1000/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": false,
|
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": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-3/checkpoint-1000/trainer_state.json
ADDED
@@ -0,0 +1,197 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.625908613204956,
|
3 |
+
"best_model_checkpoint": "qa_finetuning/run-3/checkpoint-1000",
|
4 |
+
"epoch": 1.6,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 1000,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.16,
|
13 |
+
"grad_norm": 10.762316703796387,
|
14 |
+
"learning_rate": 4.309025425308167e-05,
|
15 |
+
"loss": 3.9927,
|
16 |
+
"step": 100
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.16,
|
20 |
+
"eval_loss": 3.2011678218841553,
|
21 |
+
"eval_runtime": 3.8548,
|
22 |
+
"eval_samples_per_second": 129.707,
|
23 |
+
"eval_steps_per_second": 4.151,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.32,
|
28 |
+
"grad_norm": 28.462312698364258,
|
29 |
+
"learning_rate": 4.066263429516157e-05,
|
30 |
+
"loss": 2.9504,
|
31 |
+
"step": 200
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.32,
|
35 |
+
"eval_loss": 2.258704900741577,
|
36 |
+
"eval_runtime": 3.6383,
|
37 |
+
"eval_samples_per_second": 137.425,
|
38 |
+
"eval_steps_per_second": 4.398,
|
39 |
+
"step": 200
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.48,
|
43 |
+
"grad_norm": 31.754859924316406,
|
44 |
+
"learning_rate": 3.823501433724148e-05,
|
45 |
+
"loss": 2.2188,
|
46 |
+
"step": 300
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 0.48,
|
50 |
+
"eval_loss": 1.7734456062316895,
|
51 |
+
"eval_runtime": 3.6015,
|
52 |
+
"eval_samples_per_second": 138.831,
|
53 |
+
"eval_steps_per_second": 4.443,
|
54 |
+
"step": 300
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 0.64,
|
58 |
+
"grad_norm": 19.329771041870117,
|
59 |
+
"learning_rate": 3.580739437932139e-05,
|
60 |
+
"loss": 1.8494,
|
61 |
+
"step": 400
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"epoch": 0.64,
|
65 |
+
"eval_loss": 1.7346322536468506,
|
66 |
+
"eval_runtime": 3.7979,
|
67 |
+
"eval_samples_per_second": 131.653,
|
68 |
+
"eval_steps_per_second": 4.213,
|
69 |
+
"step": 400
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.8,
|
73 |
+
"grad_norm": 36.452842712402344,
|
74 |
+
"learning_rate": 3.3379774421401294e-05,
|
75 |
+
"loss": 1.6365,
|
76 |
+
"step": 500
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 0.8,
|
80 |
+
"eval_loss": 1.7207331657409668,
|
81 |
+
"eval_runtime": 3.6332,
|
82 |
+
"eval_samples_per_second": 137.618,
|
83 |
+
"eval_steps_per_second": 4.404,
|
84 |
+
"step": 500
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 0.96,
|
88 |
+
"grad_norm": 22.892818450927734,
|
89 |
+
"learning_rate": 3.09521544634812e-05,
|
90 |
+
"loss": 1.5395,
|
91 |
+
"step": 600
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.96,
|
95 |
+
"eval_loss": 1.6212908029556274,
|
96 |
+
"eval_runtime": 3.7235,
|
97 |
+
"eval_samples_per_second": 134.282,
|
98 |
+
"eval_steps_per_second": 4.297,
|
99 |
+
"step": 600
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 1.12,
|
103 |
+
"grad_norm": 13.673020362854004,
|
104 |
+
"learning_rate": 2.852453450556111e-05,
|
105 |
+
"loss": 1.0662,
|
106 |
+
"step": 700
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 1.12,
|
110 |
+
"eval_loss": 1.726162075996399,
|
111 |
+
"eval_runtime": 3.7463,
|
112 |
+
"eval_samples_per_second": 133.467,
|
113 |
+
"eval_steps_per_second": 4.271,
|
114 |
+
"step": 700
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 1.28,
|
118 |
+
"grad_norm": 7.783051013946533,
|
119 |
+
"learning_rate": 2.6096914547641013e-05,
|
120 |
+
"loss": 1.0033,
|
121 |
+
"step": 800
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 1.28,
|
125 |
+
"eval_loss": 1.6507431268692017,
|
126 |
+
"eval_runtime": 3.6574,
|
127 |
+
"eval_samples_per_second": 136.709,
|
128 |
+
"eval_steps_per_second": 4.375,
|
129 |
+
"step": 800
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 1.44,
|
133 |
+
"grad_norm": 11.287247657775879,
|
134 |
+
"learning_rate": 2.3669294589720917e-05,
|
135 |
+
"loss": 0.9921,
|
136 |
+
"step": 900
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.44,
|
140 |
+
"eval_loss": 1.621005654335022,
|
141 |
+
"eval_runtime": 3.664,
|
142 |
+
"eval_samples_per_second": 136.464,
|
143 |
+
"eval_steps_per_second": 4.367,
|
144 |
+
"step": 900
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 1.6,
|
148 |
+
"grad_norm": 25.076732635498047,
|
149 |
+
"learning_rate": 2.1241674631800824e-05,
|
150 |
+
"loss": 0.9504,
|
151 |
+
"step": 1000
|
152 |
+
},
|
153 |
+
{
|
154 |
+
"epoch": 1.6,
|
155 |
+
"eval_loss": 1.625908613204956,
|
156 |
+
"eval_runtime": 3.6844,
|
157 |
+
"eval_samples_per_second": 135.705,
|
158 |
+
"eval_steps_per_second": 4.343,
|
159 |
+
"step": 1000
|
160 |
+
}
|
161 |
+
],
|
162 |
+
"logging_steps": 100,
|
163 |
+
"max_steps": 1875,
|
164 |
+
"num_input_tokens_seen": 0,
|
165 |
+
"num_train_epochs": 3,
|
166 |
+
"save_steps": 500,
|
167 |
+
"stateful_callbacks": {
|
168 |
+
"EarlyStoppingCallback": {
|
169 |
+
"args": {
|
170 |
+
"early_stopping_patience": 3,
|
171 |
+
"early_stopping_threshold": 0.0
|
172 |
+
},
|
173 |
+
"attributes": {
|
174 |
+
"early_stopping_patience_counter": 0
|
175 |
+
}
|
176 |
+
},
|
177 |
+
"TrainerControl": {
|
178 |
+
"args": {
|
179 |
+
"should_epoch_stop": false,
|
180 |
+
"should_evaluate": false,
|
181 |
+
"should_log": false,
|
182 |
+
"should_save": true,
|
183 |
+
"should_training_stop": false
|
184 |
+
},
|
185 |
+
"attributes": {}
|
186 |
+
}
|
187 |
+
},
|
188 |
+
"total_flos": 783918600192000.0,
|
189 |
+
"train_batch_size": 8,
|
190 |
+
"trial_name": null,
|
191 |
+
"trial_params": {
|
192 |
+
"learning_rate": 4.5517874211001764e-05,
|
193 |
+
"num_train_epochs": 3,
|
194 |
+
"per_device_train_batch_size": 4,
|
195 |
+
"seed": 18
|
196 |
+
}
|
197 |
+
}
|
run-3/checkpoint-1000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a37f5b8dfa12292086ae10710a829db6ed3942399f7b20f71f43f3abb90d0284
|
3 |
+
size 5176
|
run-3/checkpoint-1000/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-500/config.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert/distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForQuestionAnswering"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"qa_dropout": 0.1,
|
18 |
+
"seq_classif_dropout": 0.2,
|
19 |
+
"sinusoidal_pos_embds": false,
|
20 |
+
"tie_weights_": true,
|
21 |
+
"torch_dtype": "float32",
|
22 |
+
"transformers_version": "4.45.1",
|
23 |
+
"vocab_size": 30522
|
24 |
+
}
|
run-3/checkpoint-500/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4b5799ac5df1a354959361276a5b54b22115730cf0e62685b0c264c9ed68c368
|
3 |
+
size 265470032
|
run-3/checkpoint-500/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a4c2a32cbc39e35856cf7ab2ef0a760117efc4cf2a76c1693982a48a3d1d6f8d
|
3 |
+
size 531000890
|
run-3/checkpoint-500/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a4334d55d9c43a37841f26152404ea24de39e1cf46b71dc26c4dcca440a966a9
|
3 |
+
size 14244
|
run-3/checkpoint-500/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9bf30a3225ec0fb84ce67dfd628a7918ea70bf7b66c1b18dd51144431641b211
|
3 |
+
size 1064
|
run-3/checkpoint-500/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-500/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-500/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": false,
|
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": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-3/checkpoint-500/trainer_state.json
ADDED
@@ -0,0 +1,122 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.7207331657409668,
|
3 |
+
"best_model_checkpoint": "qa_finetuning/run-3/checkpoint-500",
|
4 |
+
"epoch": 0.8,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 500,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.16,
|
13 |
+
"grad_norm": 10.762316703796387,
|
14 |
+
"learning_rate": 4.309025425308167e-05,
|
15 |
+
"loss": 3.9927,
|
16 |
+
"step": 100
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.16,
|
20 |
+
"eval_loss": 3.2011678218841553,
|
21 |
+
"eval_runtime": 3.8548,
|
22 |
+
"eval_samples_per_second": 129.707,
|
23 |
+
"eval_steps_per_second": 4.151,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.32,
|
28 |
+
"grad_norm": 28.462312698364258,
|
29 |
+
"learning_rate": 4.066263429516157e-05,
|
30 |
+
"loss": 2.9504,
|
31 |
+
"step": 200
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.32,
|
35 |
+
"eval_loss": 2.258704900741577,
|
36 |
+
"eval_runtime": 3.6383,
|
37 |
+
"eval_samples_per_second": 137.425,
|
38 |
+
"eval_steps_per_second": 4.398,
|
39 |
+
"step": 200
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.48,
|
43 |
+
"grad_norm": 31.754859924316406,
|
44 |
+
"learning_rate": 3.823501433724148e-05,
|
45 |
+
"loss": 2.2188,
|
46 |
+
"step": 300
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 0.48,
|
50 |
+
"eval_loss": 1.7734456062316895,
|
51 |
+
"eval_runtime": 3.6015,
|
52 |
+
"eval_samples_per_second": 138.831,
|
53 |
+
"eval_steps_per_second": 4.443,
|
54 |
+
"step": 300
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 0.64,
|
58 |
+
"grad_norm": 19.329771041870117,
|
59 |
+
"learning_rate": 3.580739437932139e-05,
|
60 |
+
"loss": 1.8494,
|
61 |
+
"step": 400
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"epoch": 0.64,
|
65 |
+
"eval_loss": 1.7346322536468506,
|
66 |
+
"eval_runtime": 3.7979,
|
67 |
+
"eval_samples_per_second": 131.653,
|
68 |
+
"eval_steps_per_second": 4.213,
|
69 |
+
"step": 400
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.8,
|
73 |
+
"grad_norm": 36.452842712402344,
|
74 |
+
"learning_rate": 3.3379774421401294e-05,
|
75 |
+
"loss": 1.6365,
|
76 |
+
"step": 500
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 0.8,
|
80 |
+
"eval_loss": 1.7207331657409668,
|
81 |
+
"eval_runtime": 3.6332,
|
82 |
+
"eval_samples_per_second": 137.618,
|
83 |
+
"eval_steps_per_second": 4.404,
|
84 |
+
"step": 500
|
85 |
+
}
|
86 |
+
],
|
87 |
+
"logging_steps": 100,
|
88 |
+
"max_steps": 1875,
|
89 |
+
"num_input_tokens_seen": 0,
|
90 |
+
"num_train_epochs": 3,
|
91 |
+
"save_steps": 500,
|
92 |
+
"stateful_callbacks": {
|
93 |
+
"EarlyStoppingCallback": {
|
94 |
+
"args": {
|
95 |
+
"early_stopping_patience": 3,
|
96 |
+
"early_stopping_threshold": 0.0
|
97 |
+
},
|
98 |
+
"attributes": {
|
99 |
+
"early_stopping_patience_counter": 0
|
100 |
+
}
|
101 |
+
},
|
102 |
+
"TrainerControl": {
|
103 |
+
"args": {
|
104 |
+
"should_epoch_stop": false,
|
105 |
+
"should_evaluate": false,
|
106 |
+
"should_log": false,
|
107 |
+
"should_save": true,
|
108 |
+
"should_training_stop": false
|
109 |
+
},
|
110 |
+
"attributes": {}
|
111 |
+
}
|
112 |
+
},
|
113 |
+
"total_flos": 391959300096000.0,
|
114 |
+
"train_batch_size": 8,
|
115 |
+
"trial_name": null,
|
116 |
+
"trial_params": {
|
117 |
+
"learning_rate": 4.5517874211001764e-05,
|
118 |
+
"num_train_epochs": 3,
|
119 |
+
"per_device_train_batch_size": 4,
|
120 |
+
"seed": 18
|
121 |
+
}
|
122 |
+
}
|
run-3/checkpoint-500/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a37f5b8dfa12292086ae10710a829db6ed3942399f7b20f71f43f3abb90d0284
|
3 |
+
size 5176
|
run-3/checkpoint-500/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
runs/Nov18_10-11-09_aa151f0a91fc/events.out.tfevents.1731925772.aa151f0a91fc.1516.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d1866a9ec9e8ac7c02631f853bfe3c07ffcd19a2b1c14af6699f0cc73e89e758
|
3 |
+
size 9854
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5176
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a37f5b8dfa12292086ae10710a829db6ed3942399f7b20f71f43f3abb90d0284
|
3 |
size 5176
|