Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- checkpoint-1497/config.json +38 -0
- checkpoint-1497/model.safetensors +3 -0
- checkpoint-1497/optimizer.pt +3 -0
- checkpoint-1497/rng_state.pth +3 -0
- checkpoint-1497/scheduler.pt +3 -0
- checkpoint-1497/special_tokens_map.json +7 -0
- checkpoint-1497/tokenizer.json +0 -0
- checkpoint-1497/tokenizer_config.json +56 -0
- checkpoint-1497/trainer_state.json +247 -0
- checkpoint-1497/training_args.bin +3 -0
- checkpoint-1497/vocab.txt +0 -0
- checkpoint-2994/config.json +38 -0
- checkpoint-2994/model.safetensors +3 -0
- checkpoint-2994/optimizer.pt +3 -0
- checkpoint-2994/rng_state.pth +3 -0
- checkpoint-2994/scheduler.pt +3 -0
- checkpoint-2994/special_tokens_map.json +7 -0
- checkpoint-2994/tokenizer.json +0 -0
- checkpoint-2994/tokenizer_config.json +56 -0
- checkpoint-2994/trainer_state.json +467 -0
- checkpoint-2994/training_args.bin +3 -0
- checkpoint-2994/vocab.txt +0 -0
- checkpoint-4491/config.json +38 -0
- checkpoint-4491/model.safetensors +3 -0
- checkpoint-4491/optimizer.pt +3 -0
- checkpoint-4491/rng_state.pth +3 -0
- checkpoint-4491/scheduler.pt +3 -0
- checkpoint-4491/special_tokens_map.json +7 -0
- checkpoint-4491/tokenizer.json +0 -0
- checkpoint-4491/tokenizer_config.json +56 -0
- checkpoint-4491/trainer_state.json +687 -0
- checkpoint-4491/training_args.bin +3 -0
- checkpoint-4491/vocab.txt +0 -0
- checkpoint-5988/config.json +38 -0
- checkpoint-5988/model.safetensors +3 -0
- checkpoint-5988/optimizer.pt +3 -0
- checkpoint-5988/rng_state.pth +3 -0
- checkpoint-5988/scheduler.pt +3 -0
- checkpoint-5988/special_tokens_map.json +7 -0
- checkpoint-5988/tokenizer.json +0 -0
- checkpoint-5988/tokenizer_config.json +56 -0
- checkpoint-5988/trainer_state.json +907 -0
- checkpoint-5988/training_args.bin +3 -0
- checkpoint-5988/vocab.txt +0 -0
- config.json +38 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- training_args.bin +3 -0
checkpoint-1497/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"ElectraForSequenceClassification"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"classifier_dropout": null,
|
7 |
+
"embedding_size": 128,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": "NOT_HEADING",
|
13 |
+
"1": "HEADING"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"HEADING": 1,
|
19 |
+
"NOT_HEADING": 0
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "electra",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"summary_activation": "gelu",
|
30 |
+
"summary_last_dropout": 0.1,
|
31 |
+
"summary_type": "first",
|
32 |
+
"summary_use_proj": true,
|
33 |
+
"torch_dtype": "float32",
|
34 |
+
"transformers_version": "4.53.3",
|
35 |
+
"type_vocab_size": 2,
|
36 |
+
"use_cache": true,
|
37 |
+
"vocab_size": 30522
|
38 |
+
}
|
checkpoint-1497/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4767a96956fe33ceeaaa34e5787b460e43d9e9a0c11977738c5ab2821eacb8e0
|
3 |
+
size 54221200
|
checkpoint-1497/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e864071f48568d524d1abfcebea3ae2870db0c0c657ada32e8eb506b2af77931
|
3 |
+
size 108564747
|
checkpoint-1497/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9aae9c442391ce149aa949f1a5566e50dfa6f2cb167877dc19bbd772d752a704
|
3 |
+
size 14645
|
checkpoint-1497/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:66f8e2f574f8264774ce03598e0126d9f33948e2724461dc6ea08b724841d869
|
3 |
+
size 1465
|
checkpoint-1497/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 |
+
}
|
checkpoint-1497/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1497/tokenizer_config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"extra_special_tokens": {},
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "[PAD]",
|
51 |
+
"sep_token": "[SEP]",
|
52 |
+
"strip_accents": null,
|
53 |
+
"tokenize_chinese_chars": true,
|
54 |
+
"tokenizer_class": "ElectraTokenizer",
|
55 |
+
"unk_token": "[UNK]"
|
56 |
+
}
|
checkpoint-1497/trainer_state.json
ADDED
@@ -0,0 +1,247 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": 1497,
|
3 |
+
"best_metric": 0.7813953488372093,
|
4 |
+
"best_model_checkpoint": "./electra-small-heading-classifier-expanded\\checkpoint-1497",
|
5 |
+
"epoch": 1.0,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 1497,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.033400133600534405,
|
14 |
+
"grad_norm": 1.82759428024292,
|
15 |
+
"learning_rate": 2.45e-05,
|
16 |
+
"loss": 0.5801,
|
17 |
+
"step": 50
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.06680026720106881,
|
21 |
+
"grad_norm": 0.7336680293083191,
|
22 |
+
"learning_rate": 4.9500000000000004e-05,
|
23 |
+
"loss": 0.3191,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.10020040080160321,
|
28 |
+
"grad_norm": 0.759293258190155,
|
29 |
+
"learning_rate": 4.9583899456521745e-05,
|
30 |
+
"loss": 0.2216,
|
31 |
+
"step": 150
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.13360053440213762,
|
35 |
+
"grad_norm": 0.5498169660568237,
|
36 |
+
"learning_rate": 4.915930706521739e-05,
|
37 |
+
"loss": 0.2167,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.16700066800267202,
|
42 |
+
"grad_norm": 3.572784662246704,
|
43 |
+
"learning_rate": 4.8734714673913044e-05,
|
44 |
+
"loss": 0.1797,
|
45 |
+
"step": 250
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.20040080160320642,
|
49 |
+
"grad_norm": 1.3190865516662598,
|
50 |
+
"learning_rate": 4.83101222826087e-05,
|
51 |
+
"loss": 0.2202,
|
52 |
+
"step": 300
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 0.23380093520374082,
|
56 |
+
"grad_norm": 1.5133466720581055,
|
57 |
+
"learning_rate": 4.788552989130435e-05,
|
58 |
+
"loss": 0.1925,
|
59 |
+
"step": 350
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.26720106880427524,
|
63 |
+
"grad_norm": 1.3208128213882446,
|
64 |
+
"learning_rate": 4.7460937500000004e-05,
|
65 |
+
"loss": 0.265,
|
66 |
+
"step": 400
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 0.30060120240480964,
|
70 |
+
"grad_norm": 0.9725052118301392,
|
71 |
+
"learning_rate": 4.703634510869566e-05,
|
72 |
+
"loss": 0.2866,
|
73 |
+
"step": 450
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.33400133600534404,
|
77 |
+
"grad_norm": 1.570516586303711,
|
78 |
+
"learning_rate": 4.6611752717391304e-05,
|
79 |
+
"loss": 0.1881,
|
80 |
+
"step": 500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.36740146960587844,
|
84 |
+
"grad_norm": 4.067606449127197,
|
85 |
+
"learning_rate": 4.618716032608696e-05,
|
86 |
+
"loss": 0.2258,
|
87 |
+
"step": 550
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.40080160320641284,
|
91 |
+
"grad_norm": 0.2925869822502136,
|
92 |
+
"learning_rate": 4.576256793478261e-05,
|
93 |
+
"loss": 0.1488,
|
94 |
+
"step": 600
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 0.43420173680694724,
|
98 |
+
"grad_norm": 0.9354973435401917,
|
99 |
+
"learning_rate": 4.5337975543478264e-05,
|
100 |
+
"loss": 0.1611,
|
101 |
+
"step": 650
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 0.46760187040748163,
|
105 |
+
"grad_norm": 0.3285213112831116,
|
106 |
+
"learning_rate": 4.491338315217392e-05,
|
107 |
+
"loss": 0.1259,
|
108 |
+
"step": 700
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 0.501002004008016,
|
112 |
+
"grad_norm": 13.97227954864502,
|
113 |
+
"learning_rate": 4.448879076086957e-05,
|
114 |
+
"loss": 0.1593,
|
115 |
+
"step": 750
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.5344021376085505,
|
119 |
+
"grad_norm": 0.10469996929168701,
|
120 |
+
"learning_rate": 4.406419836956522e-05,
|
121 |
+
"loss": 0.0923,
|
122 |
+
"step": 800
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.5678022712090849,
|
126 |
+
"grad_norm": 0.19770751893520355,
|
127 |
+
"learning_rate": 4.363960597826087e-05,
|
128 |
+
"loss": 0.1067,
|
129 |
+
"step": 850
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.6012024048096193,
|
133 |
+
"grad_norm": 0.10104553401470184,
|
134 |
+
"learning_rate": 4.321501358695652e-05,
|
135 |
+
"loss": 0.1214,
|
136 |
+
"step": 900
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 0.6346025384101537,
|
140 |
+
"grad_norm": 0.10949808359146118,
|
141 |
+
"learning_rate": 4.279042119565218e-05,
|
142 |
+
"loss": 0.1175,
|
143 |
+
"step": 950
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 0.6680026720106881,
|
147 |
+
"grad_norm": 0.10336494445800781,
|
148 |
+
"learning_rate": 4.236582880434783e-05,
|
149 |
+
"loss": 0.0849,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 0.7014028056112225,
|
154 |
+
"grad_norm": 0.12163177132606506,
|
155 |
+
"learning_rate": 4.1941236413043476e-05,
|
156 |
+
"loss": 0.1486,
|
157 |
+
"step": 1050
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 0.7348029392117569,
|
161 |
+
"grad_norm": 0.0906616598367691,
|
162 |
+
"learning_rate": 4.151664402173913e-05,
|
163 |
+
"loss": 0.0671,
|
164 |
+
"step": 1100
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.7682030728122913,
|
168 |
+
"grad_norm": 0.12954840064048767,
|
169 |
+
"learning_rate": 4.109205163043478e-05,
|
170 |
+
"loss": 0.072,
|
171 |
+
"step": 1150
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 0.8016032064128257,
|
175 |
+
"grad_norm": 0.06860172003507614,
|
176 |
+
"learning_rate": 4.0667459239130436e-05,
|
177 |
+
"loss": 0.0735,
|
178 |
+
"step": 1200
|
179 |
+
},
|
180 |
+
{
|
181 |
+
"epoch": 0.8350033400133601,
|
182 |
+
"grad_norm": 0.06437909603118896,
|
183 |
+
"learning_rate": 4.024286684782609e-05,
|
184 |
+
"loss": 0.16,
|
185 |
+
"step": 1250
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 0.8684034736138945,
|
189 |
+
"grad_norm": 3.2551543712615967,
|
190 |
+
"learning_rate": 3.981827445652174e-05,
|
191 |
+
"loss": 0.0868,
|
192 |
+
"step": 1300
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 0.9018036072144289,
|
196 |
+
"grad_norm": 0.12183782458305359,
|
197 |
+
"learning_rate": 3.939368206521739e-05,
|
198 |
+
"loss": 0.1346,
|
199 |
+
"step": 1350
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 0.9352037408149633,
|
203 |
+
"grad_norm": 5.742549419403076,
|
204 |
+
"learning_rate": 3.896908967391304e-05,
|
205 |
+
"loss": 0.0977,
|
206 |
+
"step": 1400
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.9686038744154977,
|
210 |
+
"grad_norm": 0.049525078386068344,
|
211 |
+
"learning_rate": 3.85444972826087e-05,
|
212 |
+
"loss": 0.0771,
|
213 |
+
"step": 1450
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 1.0,
|
217 |
+
"eval_accuracy": 0.9777567439659253,
|
218 |
+
"eval_f1": 0.7813953488372093,
|
219 |
+
"eval_loss": 0.07437803596258163,
|
220 |
+
"eval_runtime": 8.1317,
|
221 |
+
"eval_samples_per_second": 259.846,
|
222 |
+
"eval_steps_per_second": 32.588,
|
223 |
+
"step": 1497
|
224 |
+
}
|
225 |
+
],
|
226 |
+
"logging_steps": 50,
|
227 |
+
"max_steps": 5988,
|
228 |
+
"num_input_tokens_seen": 0,
|
229 |
+
"num_train_epochs": 4,
|
230 |
+
"save_steps": 500,
|
231 |
+
"stateful_callbacks": {
|
232 |
+
"TrainerControl": {
|
233 |
+
"args": {
|
234 |
+
"should_epoch_stop": false,
|
235 |
+
"should_evaluate": false,
|
236 |
+
"should_log": false,
|
237 |
+
"should_save": true,
|
238 |
+
"should_training_stop": false
|
239 |
+
},
|
240 |
+
"attributes": {}
|
241 |
+
}
|
242 |
+
},
|
243 |
+
"total_flos": 352211940040704.0,
|
244 |
+
"train_batch_size": 8,
|
245 |
+
"trial_name": null,
|
246 |
+
"trial_params": null
|
247 |
+
}
|
checkpoint-1497/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e03a8046e1b1da0fe3b9b933f56a9589c401ad31953c08b2477ec29e5fff7bf3
|
3 |
+
size 5713
|
checkpoint-1497/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2994/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"ElectraForSequenceClassification"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"classifier_dropout": null,
|
7 |
+
"embedding_size": 128,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": "NOT_HEADING",
|
13 |
+
"1": "HEADING"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"HEADING": 1,
|
19 |
+
"NOT_HEADING": 0
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "electra",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"summary_activation": "gelu",
|
30 |
+
"summary_last_dropout": 0.1,
|
31 |
+
"summary_type": "first",
|
32 |
+
"summary_use_proj": true,
|
33 |
+
"torch_dtype": "float32",
|
34 |
+
"transformers_version": "4.53.3",
|
35 |
+
"type_vocab_size": 2,
|
36 |
+
"use_cache": true,
|
37 |
+
"vocab_size": 30522
|
38 |
+
}
|
checkpoint-2994/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e77553afca2eb6ed95d401770181575e774c5941429a5412980245ff9838892c
|
3 |
+
size 54221200
|
checkpoint-2994/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dc4bf55c883a466be2d90fbf2168909be6d90d354df00e00ff6124da38621006
|
3 |
+
size 108564747
|
checkpoint-2994/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:01c46fdd2648600b857e569143f0ea96e1de1e077f9820d414bbfad28756d67c
|
3 |
+
size 14645
|
checkpoint-2994/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5fa9a19dc96de60544a5645667b48e08ad09100f86dd469759f58aa33bfbd4e6
|
3 |
+
size 1465
|
checkpoint-2994/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 |
+
}
|
checkpoint-2994/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2994/tokenizer_config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"extra_special_tokens": {},
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "[PAD]",
|
51 |
+
"sep_token": "[SEP]",
|
52 |
+
"strip_accents": null,
|
53 |
+
"tokenize_chinese_chars": true,
|
54 |
+
"tokenizer_class": "ElectraTokenizer",
|
55 |
+
"unk_token": "[UNK]"
|
56 |
+
}
|
checkpoint-2994/trainer_state.json
ADDED
@@ -0,0 +1,467 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": 2994,
|
3 |
+
"best_metric": 0.8489208633093526,
|
4 |
+
"best_model_checkpoint": "./electra-small-heading-classifier-expanded\\checkpoint-2994",
|
5 |
+
"epoch": 2.0,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 2994,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.033400133600534405,
|
14 |
+
"grad_norm": 1.82759428024292,
|
15 |
+
"learning_rate": 2.45e-05,
|
16 |
+
"loss": 0.5801,
|
17 |
+
"step": 50
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.06680026720106881,
|
21 |
+
"grad_norm": 0.7336680293083191,
|
22 |
+
"learning_rate": 4.9500000000000004e-05,
|
23 |
+
"loss": 0.3191,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.10020040080160321,
|
28 |
+
"grad_norm": 0.759293258190155,
|
29 |
+
"learning_rate": 4.9583899456521745e-05,
|
30 |
+
"loss": 0.2216,
|
31 |
+
"step": 150
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.13360053440213762,
|
35 |
+
"grad_norm": 0.5498169660568237,
|
36 |
+
"learning_rate": 4.915930706521739e-05,
|
37 |
+
"loss": 0.2167,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.16700066800267202,
|
42 |
+
"grad_norm": 3.572784662246704,
|
43 |
+
"learning_rate": 4.8734714673913044e-05,
|
44 |
+
"loss": 0.1797,
|
45 |
+
"step": 250
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.20040080160320642,
|
49 |
+
"grad_norm": 1.3190865516662598,
|
50 |
+
"learning_rate": 4.83101222826087e-05,
|
51 |
+
"loss": 0.2202,
|
52 |
+
"step": 300
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 0.23380093520374082,
|
56 |
+
"grad_norm": 1.5133466720581055,
|
57 |
+
"learning_rate": 4.788552989130435e-05,
|
58 |
+
"loss": 0.1925,
|
59 |
+
"step": 350
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.26720106880427524,
|
63 |
+
"grad_norm": 1.3208128213882446,
|
64 |
+
"learning_rate": 4.7460937500000004e-05,
|
65 |
+
"loss": 0.265,
|
66 |
+
"step": 400
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 0.30060120240480964,
|
70 |
+
"grad_norm": 0.9725052118301392,
|
71 |
+
"learning_rate": 4.703634510869566e-05,
|
72 |
+
"loss": 0.2866,
|
73 |
+
"step": 450
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.33400133600534404,
|
77 |
+
"grad_norm": 1.570516586303711,
|
78 |
+
"learning_rate": 4.6611752717391304e-05,
|
79 |
+
"loss": 0.1881,
|
80 |
+
"step": 500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.36740146960587844,
|
84 |
+
"grad_norm": 4.067606449127197,
|
85 |
+
"learning_rate": 4.618716032608696e-05,
|
86 |
+
"loss": 0.2258,
|
87 |
+
"step": 550
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.40080160320641284,
|
91 |
+
"grad_norm": 0.2925869822502136,
|
92 |
+
"learning_rate": 4.576256793478261e-05,
|
93 |
+
"loss": 0.1488,
|
94 |
+
"step": 600
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 0.43420173680694724,
|
98 |
+
"grad_norm": 0.9354973435401917,
|
99 |
+
"learning_rate": 4.5337975543478264e-05,
|
100 |
+
"loss": 0.1611,
|
101 |
+
"step": 650
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 0.46760187040748163,
|
105 |
+
"grad_norm": 0.3285213112831116,
|
106 |
+
"learning_rate": 4.491338315217392e-05,
|
107 |
+
"loss": 0.1259,
|
108 |
+
"step": 700
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 0.501002004008016,
|
112 |
+
"grad_norm": 13.97227954864502,
|
113 |
+
"learning_rate": 4.448879076086957e-05,
|
114 |
+
"loss": 0.1593,
|
115 |
+
"step": 750
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.5344021376085505,
|
119 |
+
"grad_norm": 0.10469996929168701,
|
120 |
+
"learning_rate": 4.406419836956522e-05,
|
121 |
+
"loss": 0.0923,
|
122 |
+
"step": 800
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.5678022712090849,
|
126 |
+
"grad_norm": 0.19770751893520355,
|
127 |
+
"learning_rate": 4.363960597826087e-05,
|
128 |
+
"loss": 0.1067,
|
129 |
+
"step": 850
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.6012024048096193,
|
133 |
+
"grad_norm": 0.10104553401470184,
|
134 |
+
"learning_rate": 4.321501358695652e-05,
|
135 |
+
"loss": 0.1214,
|
136 |
+
"step": 900
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 0.6346025384101537,
|
140 |
+
"grad_norm": 0.10949808359146118,
|
141 |
+
"learning_rate": 4.279042119565218e-05,
|
142 |
+
"loss": 0.1175,
|
143 |
+
"step": 950
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 0.6680026720106881,
|
147 |
+
"grad_norm": 0.10336494445800781,
|
148 |
+
"learning_rate": 4.236582880434783e-05,
|
149 |
+
"loss": 0.0849,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 0.7014028056112225,
|
154 |
+
"grad_norm": 0.12163177132606506,
|
155 |
+
"learning_rate": 4.1941236413043476e-05,
|
156 |
+
"loss": 0.1486,
|
157 |
+
"step": 1050
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 0.7348029392117569,
|
161 |
+
"grad_norm": 0.0906616598367691,
|
162 |
+
"learning_rate": 4.151664402173913e-05,
|
163 |
+
"loss": 0.0671,
|
164 |
+
"step": 1100
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.7682030728122913,
|
168 |
+
"grad_norm": 0.12954840064048767,
|
169 |
+
"learning_rate": 4.109205163043478e-05,
|
170 |
+
"loss": 0.072,
|
171 |
+
"step": 1150
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 0.8016032064128257,
|
175 |
+
"grad_norm": 0.06860172003507614,
|
176 |
+
"learning_rate": 4.0667459239130436e-05,
|
177 |
+
"loss": 0.0735,
|
178 |
+
"step": 1200
|
179 |
+
},
|
180 |
+
{
|
181 |
+
"epoch": 0.8350033400133601,
|
182 |
+
"grad_norm": 0.06437909603118896,
|
183 |
+
"learning_rate": 4.024286684782609e-05,
|
184 |
+
"loss": 0.16,
|
185 |
+
"step": 1250
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 0.8684034736138945,
|
189 |
+
"grad_norm": 3.2551543712615967,
|
190 |
+
"learning_rate": 3.981827445652174e-05,
|
191 |
+
"loss": 0.0868,
|
192 |
+
"step": 1300
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 0.9018036072144289,
|
196 |
+
"grad_norm": 0.12183782458305359,
|
197 |
+
"learning_rate": 3.939368206521739e-05,
|
198 |
+
"loss": 0.1346,
|
199 |
+
"step": 1350
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 0.9352037408149633,
|
203 |
+
"grad_norm": 5.742549419403076,
|
204 |
+
"learning_rate": 3.896908967391304e-05,
|
205 |
+
"loss": 0.0977,
|
206 |
+
"step": 1400
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.9686038744154977,
|
210 |
+
"grad_norm": 0.049525078386068344,
|
211 |
+
"learning_rate": 3.85444972826087e-05,
|
212 |
+
"loss": 0.0771,
|
213 |
+
"step": 1450
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 1.0,
|
217 |
+
"eval_accuracy": 0.9777567439659253,
|
218 |
+
"eval_f1": 0.7813953488372093,
|
219 |
+
"eval_loss": 0.07437803596258163,
|
220 |
+
"eval_runtime": 8.1317,
|
221 |
+
"eval_samples_per_second": 259.846,
|
222 |
+
"eval_steps_per_second": 32.588,
|
223 |
+
"step": 1497
|
224 |
+
},
|
225 |
+
{
|
226 |
+
"epoch": 1.002004008016032,
|
227 |
+
"grad_norm": 0.08354274183511734,
|
228 |
+
"learning_rate": 3.811990489130435e-05,
|
229 |
+
"loss": 0.1122,
|
230 |
+
"step": 1500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 1.0354041416165665,
|
234 |
+
"grad_norm": 0.07657646387815475,
|
235 |
+
"learning_rate": 3.76953125e-05,
|
236 |
+
"loss": 0.0776,
|
237 |
+
"step": 1550
|
238 |
+
},
|
239 |
+
{
|
240 |
+
"epoch": 1.0688042752171008,
|
241 |
+
"grad_norm": 0.029183173552155495,
|
242 |
+
"learning_rate": 3.7270720108695656e-05,
|
243 |
+
"loss": 0.048,
|
244 |
+
"step": 1600
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.1022044088176353,
|
248 |
+
"grad_norm": 0.6650001406669617,
|
249 |
+
"learning_rate": 3.68461277173913e-05,
|
250 |
+
"loss": 0.0651,
|
251 |
+
"step": 1650
|
252 |
+
},
|
253 |
+
{
|
254 |
+
"epoch": 1.1356045424181698,
|
255 |
+
"grad_norm": 0.13291126489639282,
|
256 |
+
"learning_rate": 3.6421535326086955e-05,
|
257 |
+
"loss": 0.1035,
|
258 |
+
"step": 1700
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 1.169004676018704,
|
262 |
+
"grad_norm": 0.14512984454631805,
|
263 |
+
"learning_rate": 3.5996942934782615e-05,
|
264 |
+
"loss": 0.0896,
|
265 |
+
"step": 1750
|
266 |
+
},
|
267 |
+
{
|
268 |
+
"epoch": 1.2024048096192386,
|
269 |
+
"grad_norm": 0.09467575699090958,
|
270 |
+
"learning_rate": 3.557235054347826e-05,
|
271 |
+
"loss": 0.0763,
|
272 |
+
"step": 1800
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 1.2358049432197729,
|
276 |
+
"grad_norm": 0.5623799562454224,
|
277 |
+
"learning_rate": 3.5147758152173915e-05,
|
278 |
+
"loss": 0.059,
|
279 |
+
"step": 1850
|
280 |
+
},
|
281 |
+
{
|
282 |
+
"epoch": 1.2692050768203074,
|
283 |
+
"grad_norm": 0.16416147351264954,
|
284 |
+
"learning_rate": 3.472316576086957e-05,
|
285 |
+
"loss": 0.0483,
|
286 |
+
"step": 1900
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 1.3026052104208417,
|
290 |
+
"grad_norm": 3.0964038372039795,
|
291 |
+
"learning_rate": 3.4298573369565215e-05,
|
292 |
+
"loss": 0.1058,
|
293 |
+
"step": 1950
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 1.3360053440213762,
|
297 |
+
"grad_norm": 0.030443737283349037,
|
298 |
+
"learning_rate": 3.3873980978260875e-05,
|
299 |
+
"loss": 0.0517,
|
300 |
+
"step": 2000
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 1.3694054776219104,
|
304 |
+
"grad_norm": 0.04263285547494888,
|
305 |
+
"learning_rate": 3.344938858695653e-05,
|
306 |
+
"loss": 0.0486,
|
307 |
+
"step": 2050
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 1.402805611222445,
|
311 |
+
"grad_norm": 0.06713565438985825,
|
312 |
+
"learning_rate": 3.3024796195652175e-05,
|
313 |
+
"loss": 0.0494,
|
314 |
+
"step": 2100
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 1.4362057448229792,
|
318 |
+
"grad_norm": 0.04323391616344452,
|
319 |
+
"learning_rate": 3.260020380434783e-05,
|
320 |
+
"loss": 0.0518,
|
321 |
+
"step": 2150
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 1.4696058784235138,
|
325 |
+
"grad_norm": 0.9192191362380981,
|
326 |
+
"learning_rate": 3.2175611413043474e-05,
|
327 |
+
"loss": 0.0498,
|
328 |
+
"step": 2200
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 1.503006012024048,
|
332 |
+
"grad_norm": 0.08719488233327866,
|
333 |
+
"learning_rate": 3.1751019021739135e-05,
|
334 |
+
"loss": 0.1155,
|
335 |
+
"step": 2250
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.5364061456245826,
|
339 |
+
"grad_norm": 6.060549259185791,
|
340 |
+
"learning_rate": 3.132642663043479e-05,
|
341 |
+
"loss": 0.1349,
|
342 |
+
"step": 2300
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 1.569806279225117,
|
346 |
+
"grad_norm": 0.09453130513429642,
|
347 |
+
"learning_rate": 3.0901834239130434e-05,
|
348 |
+
"loss": 0.0639,
|
349 |
+
"step": 2350
|
350 |
+
},
|
351 |
+
{
|
352 |
+
"epoch": 1.6032064128256514,
|
353 |
+
"grad_norm": 0.02592223510146141,
|
354 |
+
"learning_rate": 3.0477241847826088e-05,
|
355 |
+
"loss": 0.0929,
|
356 |
+
"step": 2400
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 1.6366065464261856,
|
360 |
+
"grad_norm": 0.027360519394278526,
|
361 |
+
"learning_rate": 3.005264945652174e-05,
|
362 |
+
"loss": 0.071,
|
363 |
+
"step": 2450
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 1.6700066800267201,
|
367 |
+
"grad_norm": 0.14285916090011597,
|
368 |
+
"learning_rate": 2.962805706521739e-05,
|
369 |
+
"loss": 0.0768,
|
370 |
+
"step": 2500
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 1.7034068136272547,
|
374 |
+
"grad_norm": 0.04874153807759285,
|
375 |
+
"learning_rate": 2.9203464673913044e-05,
|
376 |
+
"loss": 0.076,
|
377 |
+
"step": 2550
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 1.736806947227789,
|
381 |
+
"grad_norm": 0.09328486025333405,
|
382 |
+
"learning_rate": 2.8778872282608697e-05,
|
383 |
+
"loss": 0.0505,
|
384 |
+
"step": 2600
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 1.7702070808283232,
|
388 |
+
"grad_norm": 0.34670591354370117,
|
389 |
+
"learning_rate": 2.8354279891304347e-05,
|
390 |
+
"loss": 0.0763,
|
391 |
+
"step": 2650
|
392 |
+
},
|
393 |
+
{
|
394 |
+
"epoch": 1.8036072144288577,
|
395 |
+
"grad_norm": 0.057789236307144165,
|
396 |
+
"learning_rate": 2.79296875e-05,
|
397 |
+
"loss": 0.0832,
|
398 |
+
"step": 2700
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 1.8370073480293923,
|
402 |
+
"grad_norm": 0.059989944100379944,
|
403 |
+
"learning_rate": 2.7505095108695657e-05,
|
404 |
+
"loss": 0.062,
|
405 |
+
"step": 2750
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 1.8704074816299265,
|
409 |
+
"grad_norm": 0.02221057377755642,
|
410 |
+
"learning_rate": 2.7080502717391304e-05,
|
411 |
+
"loss": 0.0649,
|
412 |
+
"step": 2800
|
413 |
+
},
|
414 |
+
{
|
415 |
+
"epoch": 1.9038076152304608,
|
416 |
+
"grad_norm": 0.154799684882164,
|
417 |
+
"learning_rate": 2.6655910326086957e-05,
|
418 |
+
"loss": 0.144,
|
419 |
+
"step": 2850
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.9372077488309953,
|
423 |
+
"grad_norm": 0.0422816276550293,
|
424 |
+
"learning_rate": 2.6231317934782613e-05,
|
425 |
+
"loss": 0.0531,
|
426 |
+
"step": 2900
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 1.9706078824315298,
|
430 |
+
"grad_norm": 0.019839206710457802,
|
431 |
+
"learning_rate": 2.580672554347826e-05,
|
432 |
+
"loss": 0.0545,
|
433 |
+
"step": 2950
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 2.0,
|
437 |
+
"eval_accuracy": 0.9801230477993375,
|
438 |
+
"eval_f1": 0.8489208633093526,
|
439 |
+
"eval_loss": 0.07019170373678207,
|
440 |
+
"eval_runtime": 8.2123,
|
441 |
+
"eval_samples_per_second": 257.298,
|
442 |
+
"eval_steps_per_second": 32.269,
|
443 |
+
"step": 2994
|
444 |
+
}
|
445 |
+
],
|
446 |
+
"logging_steps": 50,
|
447 |
+
"max_steps": 5988,
|
448 |
+
"num_input_tokens_seen": 0,
|
449 |
+
"num_train_epochs": 4,
|
450 |
+
"save_steps": 500,
|
451 |
+
"stateful_callbacks": {
|
452 |
+
"TrainerControl": {
|
453 |
+
"args": {
|
454 |
+
"should_epoch_stop": false,
|
455 |
+
"should_evaluate": false,
|
456 |
+
"should_log": false,
|
457 |
+
"should_save": true,
|
458 |
+
"should_training_stop": false
|
459 |
+
},
|
460 |
+
"attributes": {}
|
461 |
+
}
|
462 |
+
},
|
463 |
+
"total_flos": 704423880081408.0,
|
464 |
+
"train_batch_size": 8,
|
465 |
+
"trial_name": null,
|
466 |
+
"trial_params": null
|
467 |
+
}
|
checkpoint-2994/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e03a8046e1b1da0fe3b9b933f56a9589c401ad31953c08b2477ec29e5fff7bf3
|
3 |
+
size 5713
|
checkpoint-2994/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-4491/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"ElectraForSequenceClassification"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"classifier_dropout": null,
|
7 |
+
"embedding_size": 128,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": "NOT_HEADING",
|
13 |
+
"1": "HEADING"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"HEADING": 1,
|
19 |
+
"NOT_HEADING": 0
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "electra",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"summary_activation": "gelu",
|
30 |
+
"summary_last_dropout": 0.1,
|
31 |
+
"summary_type": "first",
|
32 |
+
"summary_use_proj": true,
|
33 |
+
"torch_dtype": "float32",
|
34 |
+
"transformers_version": "4.53.3",
|
35 |
+
"type_vocab_size": 2,
|
36 |
+
"use_cache": true,
|
37 |
+
"vocab_size": 30522
|
38 |
+
}
|
checkpoint-4491/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f98cd1586be43f601de6319be13b04c8112e35abda46dd6f4e9a65839a17f5d9
|
3 |
+
size 54221200
|
checkpoint-4491/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6c00661ed4714152fdf0c7fd5f8bb51c74247625d587a82d1ee267b7ffc41bf8
|
3 |
+
size 108564747
|
checkpoint-4491/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6bb93161bdb50e478e1b83319179fad4631e71552288f10d1b232e24fedf8a1d
|
3 |
+
size 14645
|
checkpoint-4491/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a4eca8fe981e4a7c3d38bc270169824f344b57d264984fb621e6591014bef2f3
|
3 |
+
size 1465
|
checkpoint-4491/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 |
+
}
|
checkpoint-4491/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-4491/tokenizer_config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"extra_special_tokens": {},
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "[PAD]",
|
51 |
+
"sep_token": "[SEP]",
|
52 |
+
"strip_accents": null,
|
53 |
+
"tokenize_chinese_chars": true,
|
54 |
+
"tokenizer_class": "ElectraTokenizer",
|
55 |
+
"unk_token": "[UNK]"
|
56 |
+
}
|
checkpoint-4491/trainer_state.json
ADDED
@@ -0,0 +1,687 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": 4491,
|
3 |
+
"best_metric": 0.888030888030888,
|
4 |
+
"best_model_checkpoint": "./electra-small-heading-classifier-expanded\\checkpoint-4491",
|
5 |
+
"epoch": 3.0,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 4491,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.033400133600534405,
|
14 |
+
"grad_norm": 1.82759428024292,
|
15 |
+
"learning_rate": 2.45e-05,
|
16 |
+
"loss": 0.5801,
|
17 |
+
"step": 50
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.06680026720106881,
|
21 |
+
"grad_norm": 0.7336680293083191,
|
22 |
+
"learning_rate": 4.9500000000000004e-05,
|
23 |
+
"loss": 0.3191,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.10020040080160321,
|
28 |
+
"grad_norm": 0.759293258190155,
|
29 |
+
"learning_rate": 4.9583899456521745e-05,
|
30 |
+
"loss": 0.2216,
|
31 |
+
"step": 150
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.13360053440213762,
|
35 |
+
"grad_norm": 0.5498169660568237,
|
36 |
+
"learning_rate": 4.915930706521739e-05,
|
37 |
+
"loss": 0.2167,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.16700066800267202,
|
42 |
+
"grad_norm": 3.572784662246704,
|
43 |
+
"learning_rate": 4.8734714673913044e-05,
|
44 |
+
"loss": 0.1797,
|
45 |
+
"step": 250
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.20040080160320642,
|
49 |
+
"grad_norm": 1.3190865516662598,
|
50 |
+
"learning_rate": 4.83101222826087e-05,
|
51 |
+
"loss": 0.2202,
|
52 |
+
"step": 300
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 0.23380093520374082,
|
56 |
+
"grad_norm": 1.5133466720581055,
|
57 |
+
"learning_rate": 4.788552989130435e-05,
|
58 |
+
"loss": 0.1925,
|
59 |
+
"step": 350
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.26720106880427524,
|
63 |
+
"grad_norm": 1.3208128213882446,
|
64 |
+
"learning_rate": 4.7460937500000004e-05,
|
65 |
+
"loss": 0.265,
|
66 |
+
"step": 400
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 0.30060120240480964,
|
70 |
+
"grad_norm": 0.9725052118301392,
|
71 |
+
"learning_rate": 4.703634510869566e-05,
|
72 |
+
"loss": 0.2866,
|
73 |
+
"step": 450
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.33400133600534404,
|
77 |
+
"grad_norm": 1.570516586303711,
|
78 |
+
"learning_rate": 4.6611752717391304e-05,
|
79 |
+
"loss": 0.1881,
|
80 |
+
"step": 500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.36740146960587844,
|
84 |
+
"grad_norm": 4.067606449127197,
|
85 |
+
"learning_rate": 4.618716032608696e-05,
|
86 |
+
"loss": 0.2258,
|
87 |
+
"step": 550
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.40080160320641284,
|
91 |
+
"grad_norm": 0.2925869822502136,
|
92 |
+
"learning_rate": 4.576256793478261e-05,
|
93 |
+
"loss": 0.1488,
|
94 |
+
"step": 600
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 0.43420173680694724,
|
98 |
+
"grad_norm": 0.9354973435401917,
|
99 |
+
"learning_rate": 4.5337975543478264e-05,
|
100 |
+
"loss": 0.1611,
|
101 |
+
"step": 650
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 0.46760187040748163,
|
105 |
+
"grad_norm": 0.3285213112831116,
|
106 |
+
"learning_rate": 4.491338315217392e-05,
|
107 |
+
"loss": 0.1259,
|
108 |
+
"step": 700
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 0.501002004008016,
|
112 |
+
"grad_norm": 13.97227954864502,
|
113 |
+
"learning_rate": 4.448879076086957e-05,
|
114 |
+
"loss": 0.1593,
|
115 |
+
"step": 750
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.5344021376085505,
|
119 |
+
"grad_norm": 0.10469996929168701,
|
120 |
+
"learning_rate": 4.406419836956522e-05,
|
121 |
+
"loss": 0.0923,
|
122 |
+
"step": 800
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.5678022712090849,
|
126 |
+
"grad_norm": 0.19770751893520355,
|
127 |
+
"learning_rate": 4.363960597826087e-05,
|
128 |
+
"loss": 0.1067,
|
129 |
+
"step": 850
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.6012024048096193,
|
133 |
+
"grad_norm": 0.10104553401470184,
|
134 |
+
"learning_rate": 4.321501358695652e-05,
|
135 |
+
"loss": 0.1214,
|
136 |
+
"step": 900
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 0.6346025384101537,
|
140 |
+
"grad_norm": 0.10949808359146118,
|
141 |
+
"learning_rate": 4.279042119565218e-05,
|
142 |
+
"loss": 0.1175,
|
143 |
+
"step": 950
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 0.6680026720106881,
|
147 |
+
"grad_norm": 0.10336494445800781,
|
148 |
+
"learning_rate": 4.236582880434783e-05,
|
149 |
+
"loss": 0.0849,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 0.7014028056112225,
|
154 |
+
"grad_norm": 0.12163177132606506,
|
155 |
+
"learning_rate": 4.1941236413043476e-05,
|
156 |
+
"loss": 0.1486,
|
157 |
+
"step": 1050
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 0.7348029392117569,
|
161 |
+
"grad_norm": 0.0906616598367691,
|
162 |
+
"learning_rate": 4.151664402173913e-05,
|
163 |
+
"loss": 0.0671,
|
164 |
+
"step": 1100
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.7682030728122913,
|
168 |
+
"grad_norm": 0.12954840064048767,
|
169 |
+
"learning_rate": 4.109205163043478e-05,
|
170 |
+
"loss": 0.072,
|
171 |
+
"step": 1150
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 0.8016032064128257,
|
175 |
+
"grad_norm": 0.06860172003507614,
|
176 |
+
"learning_rate": 4.0667459239130436e-05,
|
177 |
+
"loss": 0.0735,
|
178 |
+
"step": 1200
|
179 |
+
},
|
180 |
+
{
|
181 |
+
"epoch": 0.8350033400133601,
|
182 |
+
"grad_norm": 0.06437909603118896,
|
183 |
+
"learning_rate": 4.024286684782609e-05,
|
184 |
+
"loss": 0.16,
|
185 |
+
"step": 1250
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 0.8684034736138945,
|
189 |
+
"grad_norm": 3.2551543712615967,
|
190 |
+
"learning_rate": 3.981827445652174e-05,
|
191 |
+
"loss": 0.0868,
|
192 |
+
"step": 1300
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 0.9018036072144289,
|
196 |
+
"grad_norm": 0.12183782458305359,
|
197 |
+
"learning_rate": 3.939368206521739e-05,
|
198 |
+
"loss": 0.1346,
|
199 |
+
"step": 1350
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 0.9352037408149633,
|
203 |
+
"grad_norm": 5.742549419403076,
|
204 |
+
"learning_rate": 3.896908967391304e-05,
|
205 |
+
"loss": 0.0977,
|
206 |
+
"step": 1400
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.9686038744154977,
|
210 |
+
"grad_norm": 0.049525078386068344,
|
211 |
+
"learning_rate": 3.85444972826087e-05,
|
212 |
+
"loss": 0.0771,
|
213 |
+
"step": 1450
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 1.0,
|
217 |
+
"eval_accuracy": 0.9777567439659253,
|
218 |
+
"eval_f1": 0.7813953488372093,
|
219 |
+
"eval_loss": 0.07437803596258163,
|
220 |
+
"eval_runtime": 8.1317,
|
221 |
+
"eval_samples_per_second": 259.846,
|
222 |
+
"eval_steps_per_second": 32.588,
|
223 |
+
"step": 1497
|
224 |
+
},
|
225 |
+
{
|
226 |
+
"epoch": 1.002004008016032,
|
227 |
+
"grad_norm": 0.08354274183511734,
|
228 |
+
"learning_rate": 3.811990489130435e-05,
|
229 |
+
"loss": 0.1122,
|
230 |
+
"step": 1500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 1.0354041416165665,
|
234 |
+
"grad_norm": 0.07657646387815475,
|
235 |
+
"learning_rate": 3.76953125e-05,
|
236 |
+
"loss": 0.0776,
|
237 |
+
"step": 1550
|
238 |
+
},
|
239 |
+
{
|
240 |
+
"epoch": 1.0688042752171008,
|
241 |
+
"grad_norm": 0.029183173552155495,
|
242 |
+
"learning_rate": 3.7270720108695656e-05,
|
243 |
+
"loss": 0.048,
|
244 |
+
"step": 1600
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.1022044088176353,
|
248 |
+
"grad_norm": 0.6650001406669617,
|
249 |
+
"learning_rate": 3.68461277173913e-05,
|
250 |
+
"loss": 0.0651,
|
251 |
+
"step": 1650
|
252 |
+
},
|
253 |
+
{
|
254 |
+
"epoch": 1.1356045424181698,
|
255 |
+
"grad_norm": 0.13291126489639282,
|
256 |
+
"learning_rate": 3.6421535326086955e-05,
|
257 |
+
"loss": 0.1035,
|
258 |
+
"step": 1700
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 1.169004676018704,
|
262 |
+
"grad_norm": 0.14512984454631805,
|
263 |
+
"learning_rate": 3.5996942934782615e-05,
|
264 |
+
"loss": 0.0896,
|
265 |
+
"step": 1750
|
266 |
+
},
|
267 |
+
{
|
268 |
+
"epoch": 1.2024048096192386,
|
269 |
+
"grad_norm": 0.09467575699090958,
|
270 |
+
"learning_rate": 3.557235054347826e-05,
|
271 |
+
"loss": 0.0763,
|
272 |
+
"step": 1800
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 1.2358049432197729,
|
276 |
+
"grad_norm": 0.5623799562454224,
|
277 |
+
"learning_rate": 3.5147758152173915e-05,
|
278 |
+
"loss": 0.059,
|
279 |
+
"step": 1850
|
280 |
+
},
|
281 |
+
{
|
282 |
+
"epoch": 1.2692050768203074,
|
283 |
+
"grad_norm": 0.16416147351264954,
|
284 |
+
"learning_rate": 3.472316576086957e-05,
|
285 |
+
"loss": 0.0483,
|
286 |
+
"step": 1900
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 1.3026052104208417,
|
290 |
+
"grad_norm": 3.0964038372039795,
|
291 |
+
"learning_rate": 3.4298573369565215e-05,
|
292 |
+
"loss": 0.1058,
|
293 |
+
"step": 1950
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 1.3360053440213762,
|
297 |
+
"grad_norm": 0.030443737283349037,
|
298 |
+
"learning_rate": 3.3873980978260875e-05,
|
299 |
+
"loss": 0.0517,
|
300 |
+
"step": 2000
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 1.3694054776219104,
|
304 |
+
"grad_norm": 0.04263285547494888,
|
305 |
+
"learning_rate": 3.344938858695653e-05,
|
306 |
+
"loss": 0.0486,
|
307 |
+
"step": 2050
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 1.402805611222445,
|
311 |
+
"grad_norm": 0.06713565438985825,
|
312 |
+
"learning_rate": 3.3024796195652175e-05,
|
313 |
+
"loss": 0.0494,
|
314 |
+
"step": 2100
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 1.4362057448229792,
|
318 |
+
"grad_norm": 0.04323391616344452,
|
319 |
+
"learning_rate": 3.260020380434783e-05,
|
320 |
+
"loss": 0.0518,
|
321 |
+
"step": 2150
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 1.4696058784235138,
|
325 |
+
"grad_norm": 0.9192191362380981,
|
326 |
+
"learning_rate": 3.2175611413043474e-05,
|
327 |
+
"loss": 0.0498,
|
328 |
+
"step": 2200
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 1.503006012024048,
|
332 |
+
"grad_norm": 0.08719488233327866,
|
333 |
+
"learning_rate": 3.1751019021739135e-05,
|
334 |
+
"loss": 0.1155,
|
335 |
+
"step": 2250
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.5364061456245826,
|
339 |
+
"grad_norm": 6.060549259185791,
|
340 |
+
"learning_rate": 3.132642663043479e-05,
|
341 |
+
"loss": 0.1349,
|
342 |
+
"step": 2300
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 1.569806279225117,
|
346 |
+
"grad_norm": 0.09453130513429642,
|
347 |
+
"learning_rate": 3.0901834239130434e-05,
|
348 |
+
"loss": 0.0639,
|
349 |
+
"step": 2350
|
350 |
+
},
|
351 |
+
{
|
352 |
+
"epoch": 1.6032064128256514,
|
353 |
+
"grad_norm": 0.02592223510146141,
|
354 |
+
"learning_rate": 3.0477241847826088e-05,
|
355 |
+
"loss": 0.0929,
|
356 |
+
"step": 2400
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 1.6366065464261856,
|
360 |
+
"grad_norm": 0.027360519394278526,
|
361 |
+
"learning_rate": 3.005264945652174e-05,
|
362 |
+
"loss": 0.071,
|
363 |
+
"step": 2450
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 1.6700066800267201,
|
367 |
+
"grad_norm": 0.14285916090011597,
|
368 |
+
"learning_rate": 2.962805706521739e-05,
|
369 |
+
"loss": 0.0768,
|
370 |
+
"step": 2500
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 1.7034068136272547,
|
374 |
+
"grad_norm": 0.04874153807759285,
|
375 |
+
"learning_rate": 2.9203464673913044e-05,
|
376 |
+
"loss": 0.076,
|
377 |
+
"step": 2550
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 1.736806947227789,
|
381 |
+
"grad_norm": 0.09328486025333405,
|
382 |
+
"learning_rate": 2.8778872282608697e-05,
|
383 |
+
"loss": 0.0505,
|
384 |
+
"step": 2600
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 1.7702070808283232,
|
388 |
+
"grad_norm": 0.34670591354370117,
|
389 |
+
"learning_rate": 2.8354279891304347e-05,
|
390 |
+
"loss": 0.0763,
|
391 |
+
"step": 2650
|
392 |
+
},
|
393 |
+
{
|
394 |
+
"epoch": 1.8036072144288577,
|
395 |
+
"grad_norm": 0.057789236307144165,
|
396 |
+
"learning_rate": 2.79296875e-05,
|
397 |
+
"loss": 0.0832,
|
398 |
+
"step": 2700
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 1.8370073480293923,
|
402 |
+
"grad_norm": 0.059989944100379944,
|
403 |
+
"learning_rate": 2.7505095108695657e-05,
|
404 |
+
"loss": 0.062,
|
405 |
+
"step": 2750
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 1.8704074816299265,
|
409 |
+
"grad_norm": 0.02221057377755642,
|
410 |
+
"learning_rate": 2.7080502717391304e-05,
|
411 |
+
"loss": 0.0649,
|
412 |
+
"step": 2800
|
413 |
+
},
|
414 |
+
{
|
415 |
+
"epoch": 1.9038076152304608,
|
416 |
+
"grad_norm": 0.154799684882164,
|
417 |
+
"learning_rate": 2.6655910326086957e-05,
|
418 |
+
"loss": 0.144,
|
419 |
+
"step": 2850
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.9372077488309953,
|
423 |
+
"grad_norm": 0.0422816276550293,
|
424 |
+
"learning_rate": 2.6231317934782613e-05,
|
425 |
+
"loss": 0.0531,
|
426 |
+
"step": 2900
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 1.9706078824315298,
|
430 |
+
"grad_norm": 0.019839206710457802,
|
431 |
+
"learning_rate": 2.580672554347826e-05,
|
432 |
+
"loss": 0.0545,
|
433 |
+
"step": 2950
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 2.0,
|
437 |
+
"eval_accuracy": 0.9801230477993375,
|
438 |
+
"eval_f1": 0.8489208633093526,
|
439 |
+
"eval_loss": 0.07019170373678207,
|
440 |
+
"eval_runtime": 8.2123,
|
441 |
+
"eval_samples_per_second": 257.298,
|
442 |
+
"eval_steps_per_second": 32.269,
|
443 |
+
"step": 2994
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 2.004008016032064,
|
447 |
+
"grad_norm": 3.3859903812408447,
|
448 |
+
"learning_rate": 2.5382133152173913e-05,
|
449 |
+
"loss": 0.0891,
|
450 |
+
"step": 3000
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 2.0374081496325984,
|
454 |
+
"grad_norm": 0.055893734097480774,
|
455 |
+
"learning_rate": 2.4957540760869567e-05,
|
456 |
+
"loss": 0.0498,
|
457 |
+
"step": 3050
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 2.070808283233133,
|
461 |
+
"grad_norm": 0.030930357053875923,
|
462 |
+
"learning_rate": 2.4532948369565216e-05,
|
463 |
+
"loss": 0.0272,
|
464 |
+
"step": 3100
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 2.1042084168336674,
|
468 |
+
"grad_norm": 13.285860061645508,
|
469 |
+
"learning_rate": 2.4108355978260873e-05,
|
470 |
+
"loss": 0.0327,
|
471 |
+
"step": 3150
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 2.1376085504342015,
|
475 |
+
"grad_norm": 0.06732609122991562,
|
476 |
+
"learning_rate": 2.3683763586956523e-05,
|
477 |
+
"loss": 0.0366,
|
478 |
+
"step": 3200
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 2.171008684034736,
|
482 |
+
"grad_norm": 0.042977988719940186,
|
483 |
+
"learning_rate": 2.3259171195652173e-05,
|
484 |
+
"loss": 0.0979,
|
485 |
+
"step": 3250
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 2.2044088176352705,
|
489 |
+
"grad_norm": 0.2444009780883789,
|
490 |
+
"learning_rate": 2.283457880434783e-05,
|
491 |
+
"loss": 0.0185,
|
492 |
+
"step": 3300
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 2.237808951235805,
|
496 |
+
"grad_norm": 0.013526637107133865,
|
497 |
+
"learning_rate": 2.240998641304348e-05,
|
498 |
+
"loss": 0.049,
|
499 |
+
"step": 3350
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 2.2712090848363395,
|
503 |
+
"grad_norm": 0.034718696027994156,
|
504 |
+
"learning_rate": 2.198539402173913e-05,
|
505 |
+
"loss": 0.0512,
|
506 |
+
"step": 3400
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 2.3046092184368736,
|
510 |
+
"grad_norm": 4.7193403244018555,
|
511 |
+
"learning_rate": 2.1560801630434786e-05,
|
512 |
+
"loss": 0.0479,
|
513 |
+
"step": 3450
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 2.338009352037408,
|
517 |
+
"grad_norm": 0.019014885649085045,
|
518 |
+
"learning_rate": 2.1136209239130436e-05,
|
519 |
+
"loss": 0.0924,
|
520 |
+
"step": 3500
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 2.3714094856379426,
|
524 |
+
"grad_norm": 0.03284880891442299,
|
525 |
+
"learning_rate": 2.071161684782609e-05,
|
526 |
+
"loss": 0.045,
|
527 |
+
"step": 3550
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 2.404809619238477,
|
531 |
+
"grad_norm": 0.014006136916577816,
|
532 |
+
"learning_rate": 2.028702445652174e-05,
|
533 |
+
"loss": 0.0518,
|
534 |
+
"step": 3600
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 2.438209752839011,
|
538 |
+
"grad_norm": 0.05049414187669754,
|
539 |
+
"learning_rate": 1.9862432065217392e-05,
|
540 |
+
"loss": 0.0482,
|
541 |
+
"step": 3650
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 2.4716098864395457,
|
545 |
+
"grad_norm": 0.045781753957271576,
|
546 |
+
"learning_rate": 1.9437839673913045e-05,
|
547 |
+
"loss": 0.0143,
|
548 |
+
"step": 3700
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 2.50501002004008,
|
552 |
+
"grad_norm": 0.009661749005317688,
|
553 |
+
"learning_rate": 1.9013247282608695e-05,
|
554 |
+
"loss": 0.0551,
|
555 |
+
"step": 3750
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 2.5384101536406147,
|
559 |
+
"grad_norm": 0.009859848767518997,
|
560 |
+
"learning_rate": 1.858865489130435e-05,
|
561 |
+
"loss": 0.0495,
|
562 |
+
"step": 3800
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 2.5718102872411492,
|
566 |
+
"grad_norm": 10.117756843566895,
|
567 |
+
"learning_rate": 1.8164062500000002e-05,
|
568 |
+
"loss": 0.0412,
|
569 |
+
"step": 3850
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 2.6052104208416833,
|
573 |
+
"grad_norm": 0.015856023877859116,
|
574 |
+
"learning_rate": 1.7739470108695652e-05,
|
575 |
+
"loss": 0.0505,
|
576 |
+
"step": 3900
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 2.638610554442218,
|
580 |
+
"grad_norm": 0.08077731728553772,
|
581 |
+
"learning_rate": 1.7314877717391305e-05,
|
582 |
+
"loss": 0.0458,
|
583 |
+
"step": 3950
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 2.6720106880427523,
|
587 |
+
"grad_norm": 0.1191636249423027,
|
588 |
+
"learning_rate": 1.689028532608696e-05,
|
589 |
+
"loss": 0.0473,
|
590 |
+
"step": 4000
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 2.7054108216432864,
|
594 |
+
"grad_norm": 0.012686469592154026,
|
595 |
+
"learning_rate": 1.6465692934782608e-05,
|
596 |
+
"loss": 0.0546,
|
597 |
+
"step": 4050
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 2.738810955243821,
|
601 |
+
"grad_norm": 0.011968459002673626,
|
602 |
+
"learning_rate": 1.604110054347826e-05,
|
603 |
+
"loss": 0.0259,
|
604 |
+
"step": 4100
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 2.7722110888443554,
|
608 |
+
"grad_norm": 0.013011530973017216,
|
609 |
+
"learning_rate": 1.5616508152173915e-05,
|
610 |
+
"loss": 0.0165,
|
611 |
+
"step": 4150
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 2.80561122244489,
|
615 |
+
"grad_norm": 0.03517712280154228,
|
616 |
+
"learning_rate": 1.5191915760869566e-05,
|
617 |
+
"loss": 0.0291,
|
618 |
+
"step": 4200
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 2.8390113560454244,
|
622 |
+
"grad_norm": 0.03560580685734749,
|
623 |
+
"learning_rate": 1.4767323369565216e-05,
|
624 |
+
"loss": 0.0686,
|
625 |
+
"step": 4250
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 2.8724114896459585,
|
629 |
+
"grad_norm": 0.021690141409635544,
|
630 |
+
"learning_rate": 1.4342730978260871e-05,
|
631 |
+
"loss": 0.0482,
|
632 |
+
"step": 4300
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 2.905811623246493,
|
636 |
+
"grad_norm": 0.015762945637106895,
|
637 |
+
"learning_rate": 1.3918138586956523e-05,
|
638 |
+
"loss": 0.0242,
|
639 |
+
"step": 4350
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 2.9392117568470275,
|
643 |
+
"grad_norm": 0.12395244836807251,
|
644 |
+
"learning_rate": 1.3493546195652174e-05,
|
645 |
+
"loss": 0.0451,
|
646 |
+
"step": 4400
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 2.9726118904475616,
|
650 |
+
"grad_norm": 0.012854584492743015,
|
651 |
+
"learning_rate": 1.3068953804347828e-05,
|
652 |
+
"loss": 0.0521,
|
653 |
+
"step": 4450
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 3.0,
|
657 |
+
"eval_accuracy": 0.9862754377662092,
|
658 |
+
"eval_f1": 0.888030888030888,
|
659 |
+
"eval_loss": 0.056181490421295166,
|
660 |
+
"eval_runtime": 8.2762,
|
661 |
+
"eval_samples_per_second": 255.31,
|
662 |
+
"eval_steps_per_second": 32.02,
|
663 |
+
"step": 4491
|
664 |
+
}
|
665 |
+
],
|
666 |
+
"logging_steps": 50,
|
667 |
+
"max_steps": 5988,
|
668 |
+
"num_input_tokens_seen": 0,
|
669 |
+
"num_train_epochs": 4,
|
670 |
+
"save_steps": 500,
|
671 |
+
"stateful_callbacks": {
|
672 |
+
"TrainerControl": {
|
673 |
+
"args": {
|
674 |
+
"should_epoch_stop": false,
|
675 |
+
"should_evaluate": false,
|
676 |
+
"should_log": false,
|
677 |
+
"should_save": true,
|
678 |
+
"should_training_stop": false
|
679 |
+
},
|
680 |
+
"attributes": {}
|
681 |
+
}
|
682 |
+
},
|
683 |
+
"total_flos": 1056635820122112.0,
|
684 |
+
"train_batch_size": 8,
|
685 |
+
"trial_name": null,
|
686 |
+
"trial_params": null
|
687 |
+
}
|
checkpoint-4491/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e03a8046e1b1da0fe3b9b933f56a9589c401ad31953c08b2477ec29e5fff7bf3
|
3 |
+
size 5713
|
checkpoint-4491/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-5988/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"ElectraForSequenceClassification"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"classifier_dropout": null,
|
7 |
+
"embedding_size": 128,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": "NOT_HEADING",
|
13 |
+
"1": "HEADING"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"HEADING": 1,
|
19 |
+
"NOT_HEADING": 0
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "electra",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"summary_activation": "gelu",
|
30 |
+
"summary_last_dropout": 0.1,
|
31 |
+
"summary_type": "first",
|
32 |
+
"summary_use_proj": true,
|
33 |
+
"torch_dtype": "float32",
|
34 |
+
"transformers_version": "4.53.3",
|
35 |
+
"type_vocab_size": 2,
|
36 |
+
"use_cache": true,
|
37 |
+
"vocab_size": 30522
|
38 |
+
}
|
checkpoint-5988/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dd44b6dd249aee7ff0f6ea19dc5b6a1da7bf4fd922e025166e1fbfa57ee6da3f
|
3 |
+
size 54221200
|
checkpoint-5988/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dce673cb0f10bf0ec58888ca4a52615874bfa3f88319adf6b83c4279acacef15
|
3 |
+
size 108564747
|
checkpoint-5988/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:55c340978e106df61e3665af36a34df3227ab90ceb40186fb8827e9f6c020e1d
|
3 |
+
size 14645
|
checkpoint-5988/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f0439fd7c1120bbbda24e25e1d56b66ff1c606dfe44f054ad7427f541d074f64
|
3 |
+
size 1465
|
checkpoint-5988/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 |
+
}
|
checkpoint-5988/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-5988/tokenizer_config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"extra_special_tokens": {},
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "[PAD]",
|
51 |
+
"sep_token": "[SEP]",
|
52 |
+
"strip_accents": null,
|
53 |
+
"tokenize_chinese_chars": true,
|
54 |
+
"tokenizer_class": "ElectraTokenizer",
|
55 |
+
"unk_token": "[UNK]"
|
56 |
+
}
|
checkpoint-5988/trainer_state.json
ADDED
@@ -0,0 +1,907 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": 5988,
|
3 |
+
"best_metric": 0.9053497942386831,
|
4 |
+
"best_model_checkpoint": "./electra-small-heading-classifier-expanded\\checkpoint-5988",
|
5 |
+
"epoch": 4.0,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 5988,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.033400133600534405,
|
14 |
+
"grad_norm": 1.82759428024292,
|
15 |
+
"learning_rate": 2.45e-05,
|
16 |
+
"loss": 0.5801,
|
17 |
+
"step": 50
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.06680026720106881,
|
21 |
+
"grad_norm": 0.7336680293083191,
|
22 |
+
"learning_rate": 4.9500000000000004e-05,
|
23 |
+
"loss": 0.3191,
|
24 |
+
"step": 100
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.10020040080160321,
|
28 |
+
"grad_norm": 0.759293258190155,
|
29 |
+
"learning_rate": 4.9583899456521745e-05,
|
30 |
+
"loss": 0.2216,
|
31 |
+
"step": 150
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 0.13360053440213762,
|
35 |
+
"grad_norm": 0.5498169660568237,
|
36 |
+
"learning_rate": 4.915930706521739e-05,
|
37 |
+
"loss": 0.2167,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.16700066800267202,
|
42 |
+
"grad_norm": 3.572784662246704,
|
43 |
+
"learning_rate": 4.8734714673913044e-05,
|
44 |
+
"loss": 0.1797,
|
45 |
+
"step": 250
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.20040080160320642,
|
49 |
+
"grad_norm": 1.3190865516662598,
|
50 |
+
"learning_rate": 4.83101222826087e-05,
|
51 |
+
"loss": 0.2202,
|
52 |
+
"step": 300
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 0.23380093520374082,
|
56 |
+
"grad_norm": 1.5133466720581055,
|
57 |
+
"learning_rate": 4.788552989130435e-05,
|
58 |
+
"loss": 0.1925,
|
59 |
+
"step": 350
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.26720106880427524,
|
63 |
+
"grad_norm": 1.3208128213882446,
|
64 |
+
"learning_rate": 4.7460937500000004e-05,
|
65 |
+
"loss": 0.265,
|
66 |
+
"step": 400
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 0.30060120240480964,
|
70 |
+
"grad_norm": 0.9725052118301392,
|
71 |
+
"learning_rate": 4.703634510869566e-05,
|
72 |
+
"loss": 0.2866,
|
73 |
+
"step": 450
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.33400133600534404,
|
77 |
+
"grad_norm": 1.570516586303711,
|
78 |
+
"learning_rate": 4.6611752717391304e-05,
|
79 |
+
"loss": 0.1881,
|
80 |
+
"step": 500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.36740146960587844,
|
84 |
+
"grad_norm": 4.067606449127197,
|
85 |
+
"learning_rate": 4.618716032608696e-05,
|
86 |
+
"loss": 0.2258,
|
87 |
+
"step": 550
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.40080160320641284,
|
91 |
+
"grad_norm": 0.2925869822502136,
|
92 |
+
"learning_rate": 4.576256793478261e-05,
|
93 |
+
"loss": 0.1488,
|
94 |
+
"step": 600
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 0.43420173680694724,
|
98 |
+
"grad_norm": 0.9354973435401917,
|
99 |
+
"learning_rate": 4.5337975543478264e-05,
|
100 |
+
"loss": 0.1611,
|
101 |
+
"step": 650
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 0.46760187040748163,
|
105 |
+
"grad_norm": 0.3285213112831116,
|
106 |
+
"learning_rate": 4.491338315217392e-05,
|
107 |
+
"loss": 0.1259,
|
108 |
+
"step": 700
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 0.501002004008016,
|
112 |
+
"grad_norm": 13.97227954864502,
|
113 |
+
"learning_rate": 4.448879076086957e-05,
|
114 |
+
"loss": 0.1593,
|
115 |
+
"step": 750
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.5344021376085505,
|
119 |
+
"grad_norm": 0.10469996929168701,
|
120 |
+
"learning_rate": 4.406419836956522e-05,
|
121 |
+
"loss": 0.0923,
|
122 |
+
"step": 800
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.5678022712090849,
|
126 |
+
"grad_norm": 0.19770751893520355,
|
127 |
+
"learning_rate": 4.363960597826087e-05,
|
128 |
+
"loss": 0.1067,
|
129 |
+
"step": 850
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.6012024048096193,
|
133 |
+
"grad_norm": 0.10104553401470184,
|
134 |
+
"learning_rate": 4.321501358695652e-05,
|
135 |
+
"loss": 0.1214,
|
136 |
+
"step": 900
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 0.6346025384101537,
|
140 |
+
"grad_norm": 0.10949808359146118,
|
141 |
+
"learning_rate": 4.279042119565218e-05,
|
142 |
+
"loss": 0.1175,
|
143 |
+
"step": 950
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 0.6680026720106881,
|
147 |
+
"grad_norm": 0.10336494445800781,
|
148 |
+
"learning_rate": 4.236582880434783e-05,
|
149 |
+
"loss": 0.0849,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 0.7014028056112225,
|
154 |
+
"grad_norm": 0.12163177132606506,
|
155 |
+
"learning_rate": 4.1941236413043476e-05,
|
156 |
+
"loss": 0.1486,
|
157 |
+
"step": 1050
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 0.7348029392117569,
|
161 |
+
"grad_norm": 0.0906616598367691,
|
162 |
+
"learning_rate": 4.151664402173913e-05,
|
163 |
+
"loss": 0.0671,
|
164 |
+
"step": 1100
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.7682030728122913,
|
168 |
+
"grad_norm": 0.12954840064048767,
|
169 |
+
"learning_rate": 4.109205163043478e-05,
|
170 |
+
"loss": 0.072,
|
171 |
+
"step": 1150
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 0.8016032064128257,
|
175 |
+
"grad_norm": 0.06860172003507614,
|
176 |
+
"learning_rate": 4.0667459239130436e-05,
|
177 |
+
"loss": 0.0735,
|
178 |
+
"step": 1200
|
179 |
+
},
|
180 |
+
{
|
181 |
+
"epoch": 0.8350033400133601,
|
182 |
+
"grad_norm": 0.06437909603118896,
|
183 |
+
"learning_rate": 4.024286684782609e-05,
|
184 |
+
"loss": 0.16,
|
185 |
+
"step": 1250
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 0.8684034736138945,
|
189 |
+
"grad_norm": 3.2551543712615967,
|
190 |
+
"learning_rate": 3.981827445652174e-05,
|
191 |
+
"loss": 0.0868,
|
192 |
+
"step": 1300
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 0.9018036072144289,
|
196 |
+
"grad_norm": 0.12183782458305359,
|
197 |
+
"learning_rate": 3.939368206521739e-05,
|
198 |
+
"loss": 0.1346,
|
199 |
+
"step": 1350
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 0.9352037408149633,
|
203 |
+
"grad_norm": 5.742549419403076,
|
204 |
+
"learning_rate": 3.896908967391304e-05,
|
205 |
+
"loss": 0.0977,
|
206 |
+
"step": 1400
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.9686038744154977,
|
210 |
+
"grad_norm": 0.049525078386068344,
|
211 |
+
"learning_rate": 3.85444972826087e-05,
|
212 |
+
"loss": 0.0771,
|
213 |
+
"step": 1450
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 1.0,
|
217 |
+
"eval_accuracy": 0.9777567439659253,
|
218 |
+
"eval_f1": 0.7813953488372093,
|
219 |
+
"eval_loss": 0.07437803596258163,
|
220 |
+
"eval_runtime": 8.1317,
|
221 |
+
"eval_samples_per_second": 259.846,
|
222 |
+
"eval_steps_per_second": 32.588,
|
223 |
+
"step": 1497
|
224 |
+
},
|
225 |
+
{
|
226 |
+
"epoch": 1.002004008016032,
|
227 |
+
"grad_norm": 0.08354274183511734,
|
228 |
+
"learning_rate": 3.811990489130435e-05,
|
229 |
+
"loss": 0.1122,
|
230 |
+
"step": 1500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 1.0354041416165665,
|
234 |
+
"grad_norm": 0.07657646387815475,
|
235 |
+
"learning_rate": 3.76953125e-05,
|
236 |
+
"loss": 0.0776,
|
237 |
+
"step": 1550
|
238 |
+
},
|
239 |
+
{
|
240 |
+
"epoch": 1.0688042752171008,
|
241 |
+
"grad_norm": 0.029183173552155495,
|
242 |
+
"learning_rate": 3.7270720108695656e-05,
|
243 |
+
"loss": 0.048,
|
244 |
+
"step": 1600
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.1022044088176353,
|
248 |
+
"grad_norm": 0.6650001406669617,
|
249 |
+
"learning_rate": 3.68461277173913e-05,
|
250 |
+
"loss": 0.0651,
|
251 |
+
"step": 1650
|
252 |
+
},
|
253 |
+
{
|
254 |
+
"epoch": 1.1356045424181698,
|
255 |
+
"grad_norm": 0.13291126489639282,
|
256 |
+
"learning_rate": 3.6421535326086955e-05,
|
257 |
+
"loss": 0.1035,
|
258 |
+
"step": 1700
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 1.169004676018704,
|
262 |
+
"grad_norm": 0.14512984454631805,
|
263 |
+
"learning_rate": 3.5996942934782615e-05,
|
264 |
+
"loss": 0.0896,
|
265 |
+
"step": 1750
|
266 |
+
},
|
267 |
+
{
|
268 |
+
"epoch": 1.2024048096192386,
|
269 |
+
"grad_norm": 0.09467575699090958,
|
270 |
+
"learning_rate": 3.557235054347826e-05,
|
271 |
+
"loss": 0.0763,
|
272 |
+
"step": 1800
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 1.2358049432197729,
|
276 |
+
"grad_norm": 0.5623799562454224,
|
277 |
+
"learning_rate": 3.5147758152173915e-05,
|
278 |
+
"loss": 0.059,
|
279 |
+
"step": 1850
|
280 |
+
},
|
281 |
+
{
|
282 |
+
"epoch": 1.2692050768203074,
|
283 |
+
"grad_norm": 0.16416147351264954,
|
284 |
+
"learning_rate": 3.472316576086957e-05,
|
285 |
+
"loss": 0.0483,
|
286 |
+
"step": 1900
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 1.3026052104208417,
|
290 |
+
"grad_norm": 3.0964038372039795,
|
291 |
+
"learning_rate": 3.4298573369565215e-05,
|
292 |
+
"loss": 0.1058,
|
293 |
+
"step": 1950
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 1.3360053440213762,
|
297 |
+
"grad_norm": 0.030443737283349037,
|
298 |
+
"learning_rate": 3.3873980978260875e-05,
|
299 |
+
"loss": 0.0517,
|
300 |
+
"step": 2000
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 1.3694054776219104,
|
304 |
+
"grad_norm": 0.04263285547494888,
|
305 |
+
"learning_rate": 3.344938858695653e-05,
|
306 |
+
"loss": 0.0486,
|
307 |
+
"step": 2050
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 1.402805611222445,
|
311 |
+
"grad_norm": 0.06713565438985825,
|
312 |
+
"learning_rate": 3.3024796195652175e-05,
|
313 |
+
"loss": 0.0494,
|
314 |
+
"step": 2100
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 1.4362057448229792,
|
318 |
+
"grad_norm": 0.04323391616344452,
|
319 |
+
"learning_rate": 3.260020380434783e-05,
|
320 |
+
"loss": 0.0518,
|
321 |
+
"step": 2150
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 1.4696058784235138,
|
325 |
+
"grad_norm": 0.9192191362380981,
|
326 |
+
"learning_rate": 3.2175611413043474e-05,
|
327 |
+
"loss": 0.0498,
|
328 |
+
"step": 2200
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 1.503006012024048,
|
332 |
+
"grad_norm": 0.08719488233327866,
|
333 |
+
"learning_rate": 3.1751019021739135e-05,
|
334 |
+
"loss": 0.1155,
|
335 |
+
"step": 2250
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.5364061456245826,
|
339 |
+
"grad_norm": 6.060549259185791,
|
340 |
+
"learning_rate": 3.132642663043479e-05,
|
341 |
+
"loss": 0.1349,
|
342 |
+
"step": 2300
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 1.569806279225117,
|
346 |
+
"grad_norm": 0.09453130513429642,
|
347 |
+
"learning_rate": 3.0901834239130434e-05,
|
348 |
+
"loss": 0.0639,
|
349 |
+
"step": 2350
|
350 |
+
},
|
351 |
+
{
|
352 |
+
"epoch": 1.6032064128256514,
|
353 |
+
"grad_norm": 0.02592223510146141,
|
354 |
+
"learning_rate": 3.0477241847826088e-05,
|
355 |
+
"loss": 0.0929,
|
356 |
+
"step": 2400
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 1.6366065464261856,
|
360 |
+
"grad_norm": 0.027360519394278526,
|
361 |
+
"learning_rate": 3.005264945652174e-05,
|
362 |
+
"loss": 0.071,
|
363 |
+
"step": 2450
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 1.6700066800267201,
|
367 |
+
"grad_norm": 0.14285916090011597,
|
368 |
+
"learning_rate": 2.962805706521739e-05,
|
369 |
+
"loss": 0.0768,
|
370 |
+
"step": 2500
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 1.7034068136272547,
|
374 |
+
"grad_norm": 0.04874153807759285,
|
375 |
+
"learning_rate": 2.9203464673913044e-05,
|
376 |
+
"loss": 0.076,
|
377 |
+
"step": 2550
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 1.736806947227789,
|
381 |
+
"grad_norm": 0.09328486025333405,
|
382 |
+
"learning_rate": 2.8778872282608697e-05,
|
383 |
+
"loss": 0.0505,
|
384 |
+
"step": 2600
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 1.7702070808283232,
|
388 |
+
"grad_norm": 0.34670591354370117,
|
389 |
+
"learning_rate": 2.8354279891304347e-05,
|
390 |
+
"loss": 0.0763,
|
391 |
+
"step": 2650
|
392 |
+
},
|
393 |
+
{
|
394 |
+
"epoch": 1.8036072144288577,
|
395 |
+
"grad_norm": 0.057789236307144165,
|
396 |
+
"learning_rate": 2.79296875e-05,
|
397 |
+
"loss": 0.0832,
|
398 |
+
"step": 2700
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 1.8370073480293923,
|
402 |
+
"grad_norm": 0.059989944100379944,
|
403 |
+
"learning_rate": 2.7505095108695657e-05,
|
404 |
+
"loss": 0.062,
|
405 |
+
"step": 2750
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 1.8704074816299265,
|
409 |
+
"grad_norm": 0.02221057377755642,
|
410 |
+
"learning_rate": 2.7080502717391304e-05,
|
411 |
+
"loss": 0.0649,
|
412 |
+
"step": 2800
|
413 |
+
},
|
414 |
+
{
|
415 |
+
"epoch": 1.9038076152304608,
|
416 |
+
"grad_norm": 0.154799684882164,
|
417 |
+
"learning_rate": 2.6655910326086957e-05,
|
418 |
+
"loss": 0.144,
|
419 |
+
"step": 2850
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.9372077488309953,
|
423 |
+
"grad_norm": 0.0422816276550293,
|
424 |
+
"learning_rate": 2.6231317934782613e-05,
|
425 |
+
"loss": 0.0531,
|
426 |
+
"step": 2900
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 1.9706078824315298,
|
430 |
+
"grad_norm": 0.019839206710457802,
|
431 |
+
"learning_rate": 2.580672554347826e-05,
|
432 |
+
"loss": 0.0545,
|
433 |
+
"step": 2950
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 2.0,
|
437 |
+
"eval_accuracy": 0.9801230477993375,
|
438 |
+
"eval_f1": 0.8489208633093526,
|
439 |
+
"eval_loss": 0.07019170373678207,
|
440 |
+
"eval_runtime": 8.2123,
|
441 |
+
"eval_samples_per_second": 257.298,
|
442 |
+
"eval_steps_per_second": 32.269,
|
443 |
+
"step": 2994
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 2.004008016032064,
|
447 |
+
"grad_norm": 3.3859903812408447,
|
448 |
+
"learning_rate": 2.5382133152173913e-05,
|
449 |
+
"loss": 0.0891,
|
450 |
+
"step": 3000
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 2.0374081496325984,
|
454 |
+
"grad_norm": 0.055893734097480774,
|
455 |
+
"learning_rate": 2.4957540760869567e-05,
|
456 |
+
"loss": 0.0498,
|
457 |
+
"step": 3050
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 2.070808283233133,
|
461 |
+
"grad_norm": 0.030930357053875923,
|
462 |
+
"learning_rate": 2.4532948369565216e-05,
|
463 |
+
"loss": 0.0272,
|
464 |
+
"step": 3100
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 2.1042084168336674,
|
468 |
+
"grad_norm": 13.285860061645508,
|
469 |
+
"learning_rate": 2.4108355978260873e-05,
|
470 |
+
"loss": 0.0327,
|
471 |
+
"step": 3150
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 2.1376085504342015,
|
475 |
+
"grad_norm": 0.06732609122991562,
|
476 |
+
"learning_rate": 2.3683763586956523e-05,
|
477 |
+
"loss": 0.0366,
|
478 |
+
"step": 3200
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 2.171008684034736,
|
482 |
+
"grad_norm": 0.042977988719940186,
|
483 |
+
"learning_rate": 2.3259171195652173e-05,
|
484 |
+
"loss": 0.0979,
|
485 |
+
"step": 3250
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 2.2044088176352705,
|
489 |
+
"grad_norm": 0.2444009780883789,
|
490 |
+
"learning_rate": 2.283457880434783e-05,
|
491 |
+
"loss": 0.0185,
|
492 |
+
"step": 3300
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 2.237808951235805,
|
496 |
+
"grad_norm": 0.013526637107133865,
|
497 |
+
"learning_rate": 2.240998641304348e-05,
|
498 |
+
"loss": 0.049,
|
499 |
+
"step": 3350
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 2.2712090848363395,
|
503 |
+
"grad_norm": 0.034718696027994156,
|
504 |
+
"learning_rate": 2.198539402173913e-05,
|
505 |
+
"loss": 0.0512,
|
506 |
+
"step": 3400
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 2.3046092184368736,
|
510 |
+
"grad_norm": 4.7193403244018555,
|
511 |
+
"learning_rate": 2.1560801630434786e-05,
|
512 |
+
"loss": 0.0479,
|
513 |
+
"step": 3450
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 2.338009352037408,
|
517 |
+
"grad_norm": 0.019014885649085045,
|
518 |
+
"learning_rate": 2.1136209239130436e-05,
|
519 |
+
"loss": 0.0924,
|
520 |
+
"step": 3500
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 2.3714094856379426,
|
524 |
+
"grad_norm": 0.03284880891442299,
|
525 |
+
"learning_rate": 2.071161684782609e-05,
|
526 |
+
"loss": 0.045,
|
527 |
+
"step": 3550
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 2.404809619238477,
|
531 |
+
"grad_norm": 0.014006136916577816,
|
532 |
+
"learning_rate": 2.028702445652174e-05,
|
533 |
+
"loss": 0.0518,
|
534 |
+
"step": 3600
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 2.438209752839011,
|
538 |
+
"grad_norm": 0.05049414187669754,
|
539 |
+
"learning_rate": 1.9862432065217392e-05,
|
540 |
+
"loss": 0.0482,
|
541 |
+
"step": 3650
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 2.4716098864395457,
|
545 |
+
"grad_norm": 0.045781753957271576,
|
546 |
+
"learning_rate": 1.9437839673913045e-05,
|
547 |
+
"loss": 0.0143,
|
548 |
+
"step": 3700
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 2.50501002004008,
|
552 |
+
"grad_norm": 0.009661749005317688,
|
553 |
+
"learning_rate": 1.9013247282608695e-05,
|
554 |
+
"loss": 0.0551,
|
555 |
+
"step": 3750
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 2.5384101536406147,
|
559 |
+
"grad_norm": 0.009859848767518997,
|
560 |
+
"learning_rate": 1.858865489130435e-05,
|
561 |
+
"loss": 0.0495,
|
562 |
+
"step": 3800
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 2.5718102872411492,
|
566 |
+
"grad_norm": 10.117756843566895,
|
567 |
+
"learning_rate": 1.8164062500000002e-05,
|
568 |
+
"loss": 0.0412,
|
569 |
+
"step": 3850
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 2.6052104208416833,
|
573 |
+
"grad_norm": 0.015856023877859116,
|
574 |
+
"learning_rate": 1.7739470108695652e-05,
|
575 |
+
"loss": 0.0505,
|
576 |
+
"step": 3900
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 2.638610554442218,
|
580 |
+
"grad_norm": 0.08077731728553772,
|
581 |
+
"learning_rate": 1.7314877717391305e-05,
|
582 |
+
"loss": 0.0458,
|
583 |
+
"step": 3950
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 2.6720106880427523,
|
587 |
+
"grad_norm": 0.1191636249423027,
|
588 |
+
"learning_rate": 1.689028532608696e-05,
|
589 |
+
"loss": 0.0473,
|
590 |
+
"step": 4000
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 2.7054108216432864,
|
594 |
+
"grad_norm": 0.012686469592154026,
|
595 |
+
"learning_rate": 1.6465692934782608e-05,
|
596 |
+
"loss": 0.0546,
|
597 |
+
"step": 4050
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 2.738810955243821,
|
601 |
+
"grad_norm": 0.011968459002673626,
|
602 |
+
"learning_rate": 1.604110054347826e-05,
|
603 |
+
"loss": 0.0259,
|
604 |
+
"step": 4100
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 2.7722110888443554,
|
608 |
+
"grad_norm": 0.013011530973017216,
|
609 |
+
"learning_rate": 1.5616508152173915e-05,
|
610 |
+
"loss": 0.0165,
|
611 |
+
"step": 4150
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 2.80561122244489,
|
615 |
+
"grad_norm": 0.03517712280154228,
|
616 |
+
"learning_rate": 1.5191915760869566e-05,
|
617 |
+
"loss": 0.0291,
|
618 |
+
"step": 4200
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 2.8390113560454244,
|
622 |
+
"grad_norm": 0.03560580685734749,
|
623 |
+
"learning_rate": 1.4767323369565216e-05,
|
624 |
+
"loss": 0.0686,
|
625 |
+
"step": 4250
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 2.8724114896459585,
|
629 |
+
"grad_norm": 0.021690141409635544,
|
630 |
+
"learning_rate": 1.4342730978260871e-05,
|
631 |
+
"loss": 0.0482,
|
632 |
+
"step": 4300
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 2.905811623246493,
|
636 |
+
"grad_norm": 0.015762945637106895,
|
637 |
+
"learning_rate": 1.3918138586956523e-05,
|
638 |
+
"loss": 0.0242,
|
639 |
+
"step": 4350
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 2.9392117568470275,
|
643 |
+
"grad_norm": 0.12395244836807251,
|
644 |
+
"learning_rate": 1.3493546195652174e-05,
|
645 |
+
"loss": 0.0451,
|
646 |
+
"step": 4400
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 2.9726118904475616,
|
650 |
+
"grad_norm": 0.012854584492743015,
|
651 |
+
"learning_rate": 1.3068953804347828e-05,
|
652 |
+
"loss": 0.0521,
|
653 |
+
"step": 4450
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 3.0,
|
657 |
+
"eval_accuracy": 0.9862754377662092,
|
658 |
+
"eval_f1": 0.888030888030888,
|
659 |
+
"eval_loss": 0.056181490421295166,
|
660 |
+
"eval_runtime": 8.2762,
|
661 |
+
"eval_samples_per_second": 255.31,
|
662 |
+
"eval_steps_per_second": 32.02,
|
663 |
+
"step": 4491
|
664 |
+
},
|
665 |
+
{
|
666 |
+
"epoch": 3.006012024048096,
|
667 |
+
"grad_norm": 0.020279008895158768,
|
668 |
+
"learning_rate": 1.264436141304348e-05,
|
669 |
+
"loss": 0.09,
|
670 |
+
"step": 4500
|
671 |
+
},
|
672 |
+
{
|
673 |
+
"epoch": 3.0394121576486306,
|
674 |
+
"grad_norm": 0.00978385005146265,
|
675 |
+
"learning_rate": 1.2219769021739132e-05,
|
676 |
+
"loss": 0.0353,
|
677 |
+
"step": 4550
|
678 |
+
},
|
679 |
+
{
|
680 |
+
"epoch": 3.072812291249165,
|
681 |
+
"grad_norm": 0.16378536820411682,
|
682 |
+
"learning_rate": 1.1795176630434782e-05,
|
683 |
+
"loss": 0.0214,
|
684 |
+
"step": 4600
|
685 |
+
},
|
686 |
+
{
|
687 |
+
"epoch": 3.1062124248496996,
|
688 |
+
"grad_norm": 0.00774746248498559,
|
689 |
+
"learning_rate": 1.1370584239130436e-05,
|
690 |
+
"loss": 0.0061,
|
691 |
+
"step": 4650
|
692 |
+
},
|
693 |
+
{
|
694 |
+
"epoch": 3.1396125584502337,
|
695 |
+
"grad_norm": 0.03240759298205376,
|
696 |
+
"learning_rate": 1.0945991847826087e-05,
|
697 |
+
"loss": 0.0437,
|
698 |
+
"step": 4700
|
699 |
+
},
|
700 |
+
{
|
701 |
+
"epoch": 3.173012692050768,
|
702 |
+
"grad_norm": 0.06572789698839188,
|
703 |
+
"learning_rate": 1.052139945652174e-05,
|
704 |
+
"loss": 0.0175,
|
705 |
+
"step": 4750
|
706 |
+
},
|
707 |
+
{
|
708 |
+
"epoch": 3.2064128256513027,
|
709 |
+
"grad_norm": 0.00863126665353775,
|
710 |
+
"learning_rate": 1.0096807065217392e-05,
|
711 |
+
"loss": 0.0357,
|
712 |
+
"step": 4800
|
713 |
+
},
|
714 |
+
{
|
715 |
+
"epoch": 3.239812959251837,
|
716 |
+
"grad_norm": 0.008642938919365406,
|
717 |
+
"learning_rate": 9.672214673913044e-06,
|
718 |
+
"loss": 0.0156,
|
719 |
+
"step": 4850
|
720 |
+
},
|
721 |
+
{
|
722 |
+
"epoch": 3.2732130928523713,
|
723 |
+
"grad_norm": 0.01715974509716034,
|
724 |
+
"learning_rate": 9.247622282608697e-06,
|
725 |
+
"loss": 0.03,
|
726 |
+
"step": 4900
|
727 |
+
},
|
728 |
+
{
|
729 |
+
"epoch": 3.306613226452906,
|
730 |
+
"grad_norm": 0.007449580822139978,
|
731 |
+
"learning_rate": 8.823029891304348e-06,
|
732 |
+
"loss": 0.0136,
|
733 |
+
"step": 4950
|
734 |
+
},
|
735 |
+
{
|
736 |
+
"epoch": 3.3400133600534403,
|
737 |
+
"grad_norm": 0.011774774640798569,
|
738 |
+
"learning_rate": 8.3984375e-06,
|
739 |
+
"loss": 0.0213,
|
740 |
+
"step": 5000
|
741 |
+
},
|
742 |
+
{
|
743 |
+
"epoch": 3.373413493653975,
|
744 |
+
"grad_norm": 0.006117586512118578,
|
745 |
+
"learning_rate": 7.973845108695653e-06,
|
746 |
+
"loss": 0.0438,
|
747 |
+
"step": 5050
|
748 |
+
},
|
749 |
+
{
|
750 |
+
"epoch": 3.406813627254509,
|
751 |
+
"grad_norm": 0.08415533602237701,
|
752 |
+
"learning_rate": 7.549252717391304e-06,
|
753 |
+
"loss": 0.0375,
|
754 |
+
"step": 5100
|
755 |
+
},
|
756 |
+
{
|
757 |
+
"epoch": 3.4402137608550434,
|
758 |
+
"grad_norm": 0.013756927102804184,
|
759 |
+
"learning_rate": 7.124660326086957e-06,
|
760 |
+
"loss": 0.0477,
|
761 |
+
"step": 5150
|
762 |
+
},
|
763 |
+
{
|
764 |
+
"epoch": 3.473613894455578,
|
765 |
+
"grad_norm": 0.05258077010512352,
|
766 |
+
"learning_rate": 6.700067934782608e-06,
|
767 |
+
"loss": 0.0408,
|
768 |
+
"step": 5200
|
769 |
+
},
|
770 |
+
{
|
771 |
+
"epoch": 3.507014028056112,
|
772 |
+
"grad_norm": 0.03193260356783867,
|
773 |
+
"learning_rate": 6.275475543478261e-06,
|
774 |
+
"loss": 0.0739,
|
775 |
+
"step": 5250
|
776 |
+
},
|
777 |
+
{
|
778 |
+
"epoch": 3.5404141616566465,
|
779 |
+
"grad_norm": 0.0606362447142601,
|
780 |
+
"learning_rate": 5.850883152173913e-06,
|
781 |
+
"loss": 0.0445,
|
782 |
+
"step": 5300
|
783 |
+
},
|
784 |
+
{
|
785 |
+
"epoch": 3.573814295257181,
|
786 |
+
"grad_norm": 0.009357443079352379,
|
787 |
+
"learning_rate": 5.426290760869566e-06,
|
788 |
+
"loss": 0.0363,
|
789 |
+
"step": 5350
|
790 |
+
},
|
791 |
+
{
|
792 |
+
"epoch": 3.6072144288577155,
|
793 |
+
"grad_norm": 14.05784797668457,
|
794 |
+
"learning_rate": 5.001698369565218e-06,
|
795 |
+
"loss": 0.0227,
|
796 |
+
"step": 5400
|
797 |
+
},
|
798 |
+
{
|
799 |
+
"epoch": 3.64061456245825,
|
800 |
+
"grad_norm": 0.07442031055688858,
|
801 |
+
"learning_rate": 4.57710597826087e-06,
|
802 |
+
"loss": 0.005,
|
803 |
+
"step": 5450
|
804 |
+
},
|
805 |
+
{
|
806 |
+
"epoch": 3.6740146960587845,
|
807 |
+
"grad_norm": 0.007993385195732117,
|
808 |
+
"learning_rate": 4.152513586956522e-06,
|
809 |
+
"loss": 0.0121,
|
810 |
+
"step": 5500
|
811 |
+
},
|
812 |
+
{
|
813 |
+
"epoch": 3.7074148296593186,
|
814 |
+
"grad_norm": 0.020146405324339867,
|
815 |
+
"learning_rate": 3.7279211956521737e-06,
|
816 |
+
"loss": 0.0092,
|
817 |
+
"step": 5550
|
818 |
+
},
|
819 |
+
{
|
820 |
+
"epoch": 3.740814963259853,
|
821 |
+
"grad_norm": 0.0066772401332855225,
|
822 |
+
"learning_rate": 3.3033288043478265e-06,
|
823 |
+
"loss": 0.0322,
|
824 |
+
"step": 5600
|
825 |
+
},
|
826 |
+
{
|
827 |
+
"epoch": 3.7742150968603876,
|
828 |
+
"grad_norm": 0.007795071694999933,
|
829 |
+
"learning_rate": 2.8787364130434785e-06,
|
830 |
+
"loss": 0.0018,
|
831 |
+
"step": 5650
|
832 |
+
},
|
833 |
+
{
|
834 |
+
"epoch": 3.8076152304609217,
|
835 |
+
"grad_norm": 0.008354957215487957,
|
836 |
+
"learning_rate": 2.4541440217391305e-06,
|
837 |
+
"loss": 0.0221,
|
838 |
+
"step": 5700
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 3.841015364061456,
|
842 |
+
"grad_norm": 1.7550073862075806,
|
843 |
+
"learning_rate": 2.029551630434783e-06,
|
844 |
+
"loss": 0.0331,
|
845 |
+
"step": 5750
|
846 |
+
},
|
847 |
+
{
|
848 |
+
"epoch": 3.8744154976619907,
|
849 |
+
"grad_norm": 0.03482593223452568,
|
850 |
+
"learning_rate": 1.604959239130435e-06,
|
851 |
+
"loss": 0.0316,
|
852 |
+
"step": 5800
|
853 |
+
},
|
854 |
+
{
|
855 |
+
"epoch": 3.907815631262525,
|
856 |
+
"grad_norm": 0.0070787896402180195,
|
857 |
+
"learning_rate": 1.180366847826087e-06,
|
858 |
+
"loss": 0.0354,
|
859 |
+
"step": 5850
|
860 |
+
},
|
861 |
+
{
|
862 |
+
"epoch": 3.9412157648630597,
|
863 |
+
"grad_norm": 0.00712177250534296,
|
864 |
+
"learning_rate": 7.557744565217392e-07,
|
865 |
+
"loss": 0.0014,
|
866 |
+
"step": 5900
|
867 |
+
},
|
868 |
+
{
|
869 |
+
"epoch": 3.9746158984635938,
|
870 |
+
"grad_norm": 0.008186141029000282,
|
871 |
+
"learning_rate": 3.3118206521739133e-07,
|
872 |
+
"loss": 0.006,
|
873 |
+
"step": 5950
|
874 |
+
},
|
875 |
+
{
|
876 |
+
"epoch": 4.0,
|
877 |
+
"eval_accuracy": 0.9891150023663038,
|
878 |
+
"eval_f1": 0.9053497942386831,
|
879 |
+
"eval_loss": 0.054513588547706604,
|
880 |
+
"eval_runtime": 8.2838,
|
881 |
+
"eval_samples_per_second": 255.077,
|
882 |
+
"eval_steps_per_second": 31.99,
|
883 |
+
"step": 5988
|
884 |
+
}
|
885 |
+
],
|
886 |
+
"logging_steps": 50,
|
887 |
+
"max_steps": 5988,
|
888 |
+
"num_input_tokens_seen": 0,
|
889 |
+
"num_train_epochs": 4,
|
890 |
+
"save_steps": 500,
|
891 |
+
"stateful_callbacks": {
|
892 |
+
"TrainerControl": {
|
893 |
+
"args": {
|
894 |
+
"should_epoch_stop": false,
|
895 |
+
"should_evaluate": false,
|
896 |
+
"should_log": false,
|
897 |
+
"should_save": true,
|
898 |
+
"should_training_stop": true
|
899 |
+
},
|
900 |
+
"attributes": {}
|
901 |
+
}
|
902 |
+
},
|
903 |
+
"total_flos": 1408847760162816.0,
|
904 |
+
"train_batch_size": 8,
|
905 |
+
"trial_name": null,
|
906 |
+
"trial_params": null
|
907 |
+
}
|
checkpoint-5988/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e03a8046e1b1da0fe3b9b933f56a9589c401ad31953c08b2477ec29e5fff7bf3
|
3 |
+
size 5713
|
checkpoint-5988/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"ElectraForSequenceClassification"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"classifier_dropout": null,
|
7 |
+
"embedding_size": 128,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": "NOT_HEADING",
|
13 |
+
"1": "HEADING"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"HEADING": 1,
|
19 |
+
"NOT_HEADING": 0
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "electra",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"summary_activation": "gelu",
|
30 |
+
"summary_last_dropout": 0.1,
|
31 |
+
"summary_type": "first",
|
32 |
+
"summary_use_proj": true,
|
33 |
+
"torch_dtype": "float32",
|
34 |
+
"transformers_version": "4.53.3",
|
35 |
+
"type_vocab_size": 2,
|
36 |
+
"use_cache": true,
|
37 |
+
"vocab_size": 30522
|
38 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dd44b6dd249aee7ff0f6ea19dc5b6a1da7bf4fd922e025166e1fbfa57ee6da3f
|
3 |
+
size 54221200
|
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 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"extra_special_tokens": {},
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "[PAD]",
|
51 |
+
"sep_token": "[SEP]",
|
52 |
+
"strip_accents": null,
|
53 |
+
"tokenize_chinese_chars": true,
|
54 |
+
"tokenizer_class": "ElectraTokenizer",
|
55 |
+
"unk_token": "[UNK]"
|
56 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e03a8046e1b1da0fe3b9b933f56a9589c401ad31953c08b2477ec29e5fff7bf3
|
3 |
+
size 5713
|