Training in progress, epoch 16
Browse files- checkpoint-2160/added_tokens.json +1 -0
- checkpoint-2160/config.json +75 -0
- checkpoint-2160/merges.txt +0 -0
- checkpoint-2160/optimizer.pt +3 -0
- checkpoint-2160/pytorch_model.bin +3 -0
- checkpoint-2160/rng_state.pth +3 -0
- checkpoint-2160/scaler.pt +3 -0
- checkpoint-2160/scheduler.pt +3 -0
- checkpoint-2160/special_tokens_map.json +1 -0
- checkpoint-2160/tokenizer.json +0 -0
- checkpoint-2160/tokenizer_config.json +1 -0
- checkpoint-2160/trainer_state.json +240 -0
- checkpoint-2160/training_args.bin +3 -0
- checkpoint-2160/vocab.json +0 -0
- checkpoint-2295/added_tokens.json +1 -0
- checkpoint-2295/config.json +75 -0
- checkpoint-2295/merges.txt +0 -0
- checkpoint-2295/optimizer.pt +3 -0
- checkpoint-2295/pytorch_model.bin +3 -0
- checkpoint-2295/rng_state.pth +3 -0
- checkpoint-2295/scaler.pt +3 -0
- checkpoint-2295/scheduler.pt +3 -0
- checkpoint-2295/special_tokens_map.json +1 -0
- checkpoint-2295/tokenizer.json +0 -0
- checkpoint-2295/tokenizer_config.json +1 -0
- checkpoint-2295/trainer_state.json +254 -0
- checkpoint-2295/training_args.bin +3 -0
- checkpoint-2295/vocab.json +0 -0
- pytorch_model.bin +1 -1
checkpoint-2160/added_tokens.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"<CSD>": 50265}
|
checkpoint-2160/config.json
ADDED
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/bart-base",
|
3 |
+
"activation_dropout": 0.1,
|
4 |
+
"activation_function": "gelu",
|
5 |
+
"add_bias_logits": false,
|
6 |
+
"add_final_layer_norm": false,
|
7 |
+
"architectures": [
|
8 |
+
"BartForConditionalGeneration"
|
9 |
+
],
|
10 |
+
"attention_dropout": 0.1,
|
11 |
+
"bos_token_id": 0,
|
12 |
+
"classif_dropout": 0.1,
|
13 |
+
"classifier_dropout": 0.0,
|
14 |
+
"d_model": 768,
|
15 |
+
"decoder_attention_heads": 12,
|
16 |
+
"decoder_ffn_dim": 3072,
|
17 |
+
"decoder_layerdrop": 0.0,
|
18 |
+
"decoder_layers": 6,
|
19 |
+
"decoder_start_token_id": 2,
|
20 |
+
"dropout": 0.1,
|
21 |
+
"early_stopping": true,
|
22 |
+
"encoder_attention_heads": 12,
|
23 |
+
"encoder_ffn_dim": 3072,
|
24 |
+
"encoder_layerdrop": 0.0,
|
25 |
+
"encoder_layers": 6,
|
26 |
+
"eos_token_id": 2,
|
27 |
+
"forced_bos_token_id": 0,
|
28 |
+
"forced_eos_token_id": 2,
|
29 |
+
"gradient_checkpointing": false,
|
30 |
+
"id2label": {
|
31 |
+
"0": "LABEL_0",
|
32 |
+
"1": "LABEL_1",
|
33 |
+
"2": "LABEL_2"
|
34 |
+
},
|
35 |
+
"init_std": 0.02,
|
36 |
+
"is_encoder_decoder": true,
|
37 |
+
"label2id": {
|
38 |
+
"LABEL_0": 0,
|
39 |
+
"LABEL_1": 1,
|
40 |
+
"LABEL_2": 2
|
41 |
+
},
|
42 |
+
"max_position_embeddings": 1024,
|
43 |
+
"model_type": "bart",
|
44 |
+
"no_repeat_ngram_size": 3,
|
45 |
+
"normalize_before": false,
|
46 |
+
"normalize_embedding": true,
|
47 |
+
"num_beams": 4,
|
48 |
+
"num_hidden_layers": 6,
|
49 |
+
"pad_token_id": 1,
|
50 |
+
"scale_embedding": false,
|
51 |
+
"task_specific_params": {
|
52 |
+
"summarization": {
|
53 |
+
"length_penalty": 1.0,
|
54 |
+
"max_length": 128,
|
55 |
+
"min_length": 12,
|
56 |
+
"num_beams": 4
|
57 |
+
},
|
58 |
+
"summarization_cnn": {
|
59 |
+
"length_penalty": 2.0,
|
60 |
+
"max_length": 142,
|
61 |
+
"min_length": 56,
|
62 |
+
"num_beams": 4
|
63 |
+
},
|
64 |
+
"summarization_xsum": {
|
65 |
+
"length_penalty": 1.0,
|
66 |
+
"max_length": 62,
|
67 |
+
"min_length": 11,
|
68 |
+
"num_beams": 6
|
69 |
+
}
|
70 |
+
},
|
71 |
+
"torch_dtype": "float32",
|
72 |
+
"transformers_version": "4.16.2",
|
73 |
+
"use_cache": false,
|
74 |
+
"vocab_size": 50266
|
75 |
+
}
|
checkpoint-2160/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2160/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c9b879bf2bf7d7a0b830aaeaa8868be68fc3fb11d19fc3816e9e333cb3e5f535
|
3 |
+
size 1115518581
|
checkpoint-2160/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4fe985a5c7e501020fefe4c732a3b97e398213c5b1ae898c26f0a98b22725c00
|
3 |
+
size 557982265
|
checkpoint-2160/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b8b15fe6a319b8747530f962b7de3b9f184bc7652eb8927de34f7ae85db2d20d
|
3 |
+
size 14503
|
checkpoint-2160/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9d6ed941fa19945eb851612cfa589928165e747eaa804976cecc539953c1763c
|
3 |
+
size 559
|
checkpoint-2160/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8abfe96b6e983dd332a869552826bbb36433ae1f8385c89dbce2d89af9aa5b6e
|
3 |
+
size 623
|
checkpoint-2160/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
checkpoint-2160/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2160/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "trim_offsets": true, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "facebook/bart-base", "tokenizer_class": "BartTokenizer"}
|
checkpoint-2160/trainer_state.json
ADDED
@@ -0,0 +1,240 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.18199852108955383,
|
3 |
+
"best_model_checkpoint": "outputs/bart-base-detox/checkpoint-1620",
|
4 |
+
"epoch": 15.995391705069125,
|
5 |
+
"global_step": 2160,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9e-06,
|
13 |
+
"loss": 0.5633,
|
14 |
+
"step": 135
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_loss": 0.25235414505004883,
|
19 |
+
"eval_runtime": 12.2006,
|
20 |
+
"eval_samples_per_second": 254.085,
|
21 |
+
"eval_steps_per_second": 31.802,
|
22 |
+
"step": 135
|
23 |
+
},
|
24 |
+
{
|
25 |
+
"epoch": 2.0,
|
26 |
+
"learning_rate": 8.000000000000001e-06,
|
27 |
+
"loss": 0.2589,
|
28 |
+
"step": 270
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"eval_loss": 0.21927106380462646,
|
33 |
+
"eval_runtime": 11.2792,
|
34 |
+
"eval_samples_per_second": 274.842,
|
35 |
+
"eval_steps_per_second": 34.4,
|
36 |
+
"step": 270
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 3.0,
|
40 |
+
"learning_rate": 7e-06,
|
41 |
+
"loss": 0.2307,
|
42 |
+
"step": 405
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 3.0,
|
46 |
+
"eval_loss": 0.19929151237010956,
|
47 |
+
"eval_runtime": 11.2313,
|
48 |
+
"eval_samples_per_second": 276.016,
|
49 |
+
"eval_steps_per_second": 34.546,
|
50 |
+
"step": 405
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 4.0,
|
54 |
+
"learning_rate": 6e-06,
|
55 |
+
"loss": 0.2171,
|
56 |
+
"step": 540
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 4.0,
|
60 |
+
"eval_loss": 0.20016591250896454,
|
61 |
+
"eval_runtime": 11.0923,
|
62 |
+
"eval_samples_per_second": 279.473,
|
63 |
+
"eval_steps_per_second": 34.979,
|
64 |
+
"step": 540
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 5.0,
|
68 |
+
"learning_rate": 5e-06,
|
69 |
+
"loss": 0.2027,
|
70 |
+
"step": 675
|
71 |
+
},
|
72 |
+
{
|
73 |
+
"epoch": 5.0,
|
74 |
+
"eval_loss": 0.19366399943828583,
|
75 |
+
"eval_runtime": 11.2232,
|
76 |
+
"eval_samples_per_second": 276.213,
|
77 |
+
"eval_steps_per_second": 34.571,
|
78 |
+
"step": 675
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 6.0,
|
82 |
+
"learning_rate": 4.000000000000001e-06,
|
83 |
+
"loss": 0.1946,
|
84 |
+
"step": 810
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 6.0,
|
88 |
+
"eval_loss": 0.19715721905231476,
|
89 |
+
"eval_runtime": 11.2739,
|
90 |
+
"eval_samples_per_second": 274.973,
|
91 |
+
"eval_steps_per_second": 34.416,
|
92 |
+
"step": 810
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 7.0,
|
96 |
+
"learning_rate": 3e-06,
|
97 |
+
"loss": 0.1874,
|
98 |
+
"step": 945
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 7.0,
|
102 |
+
"eval_loss": 0.19172348082065582,
|
103 |
+
"eval_runtime": 11.1804,
|
104 |
+
"eval_samples_per_second": 277.27,
|
105 |
+
"eval_steps_per_second": 34.704,
|
106 |
+
"step": 945
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 8.0,
|
110 |
+
"learning_rate": 2.0000000000000003e-06,
|
111 |
+
"loss": 0.1853,
|
112 |
+
"step": 1080
|
113 |
+
},
|
114 |
+
{
|
115 |
+
"epoch": 8.0,
|
116 |
+
"eval_loss": 0.1867838054895401,
|
117 |
+
"eval_runtime": 11.2543,
|
118 |
+
"eval_samples_per_second": 275.451,
|
119 |
+
"eval_steps_per_second": 34.476,
|
120 |
+
"step": 1080
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 9.0,
|
124 |
+
"learning_rate": 1.0000000000000002e-06,
|
125 |
+
"loss": 0.1811,
|
126 |
+
"step": 1215
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 9.0,
|
130 |
+
"eval_loss": 0.18896569311618805,
|
131 |
+
"eval_runtime": 11.6639,
|
132 |
+
"eval_samples_per_second": 265.777,
|
133 |
+
"eval_steps_per_second": 33.265,
|
134 |
+
"step": 1215
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 10.0,
|
138 |
+
"learning_rate": 0.0,
|
139 |
+
"loss": 0.1776,
|
140 |
+
"step": 1350
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 10.0,
|
144 |
+
"eval_loss": 0.18712429702281952,
|
145 |
+
"eval_runtime": 11.9321,
|
146 |
+
"eval_samples_per_second": 259.803,
|
147 |
+
"eval_steps_per_second": 32.517,
|
148 |
+
"step": 1350
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 11.0,
|
152 |
+
"learning_rate": 4.5e-06,
|
153 |
+
"loss": 0.1798,
|
154 |
+
"step": 1485
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 11.0,
|
158 |
+
"eval_loss": 0.18577729165554047,
|
159 |
+
"eval_runtime": 11.5191,
|
160 |
+
"eval_samples_per_second": 269.117,
|
161 |
+
"eval_steps_per_second": 33.683,
|
162 |
+
"step": 1485
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 12.0,
|
166 |
+
"learning_rate": 4.000000000000001e-06,
|
167 |
+
"loss": 0.1745,
|
168 |
+
"step": 1620
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 12.0,
|
172 |
+
"eval_loss": 0.18199852108955383,
|
173 |
+
"eval_runtime": 11.54,
|
174 |
+
"eval_samples_per_second": 268.63,
|
175 |
+
"eval_steps_per_second": 33.622,
|
176 |
+
"step": 1620
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 13.0,
|
180 |
+
"learning_rate": 3.5e-06,
|
181 |
+
"loss": 0.1689,
|
182 |
+
"step": 1755
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 13.0,
|
186 |
+
"eval_loss": 0.18266141414642334,
|
187 |
+
"eval_runtime": 11.4865,
|
188 |
+
"eval_samples_per_second": 269.881,
|
189 |
+
"eval_steps_per_second": 33.779,
|
190 |
+
"step": 1755
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 14.0,
|
194 |
+
"learning_rate": 3e-06,
|
195 |
+
"loss": 0.1707,
|
196 |
+
"step": 1890
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 14.0,
|
200 |
+
"eval_loss": 0.18427973985671997,
|
201 |
+
"eval_runtime": 11.7088,
|
202 |
+
"eval_samples_per_second": 264.757,
|
203 |
+
"eval_steps_per_second": 33.137,
|
204 |
+
"step": 1890
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 15.0,
|
208 |
+
"learning_rate": 2.5e-06,
|
209 |
+
"loss": 0.1658,
|
210 |
+
"step": 2025
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 15.0,
|
214 |
+
"eval_loss": 0.18342117965221405,
|
215 |
+
"eval_runtime": 11.3728,
|
216 |
+
"eval_samples_per_second": 272.58,
|
217 |
+
"eval_steps_per_second": 34.116,
|
218 |
+
"step": 2025
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 16.0,
|
222 |
+
"learning_rate": 2.0000000000000003e-06,
|
223 |
+
"loss": 0.1647,
|
224 |
+
"step": 2160
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 16.0,
|
228 |
+
"eval_loss": 0.18202748894691467,
|
229 |
+
"eval_runtime": 11.7571,
|
230 |
+
"eval_samples_per_second": 263.669,
|
231 |
+
"eval_steps_per_second": 33.001,
|
232 |
+
"step": 2160
|
233 |
+
}
|
234 |
+
],
|
235 |
+
"max_steps": 2700,
|
236 |
+
"num_train_epochs": 20,
|
237 |
+
"total_flos": 8610083763240960.0,
|
238 |
+
"trial_name": null,
|
239 |
+
"trial_params": null
|
240 |
+
}
|
checkpoint-2160/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:abd235b48e5708905b15febf940f8c469a46192ae834301997bdf033c3918692
|
3 |
+
size 3183
|
checkpoint-2160/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2295/added_tokens.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"<CSD>": 50265}
|
checkpoint-2295/config.json
ADDED
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/bart-base",
|
3 |
+
"activation_dropout": 0.1,
|
4 |
+
"activation_function": "gelu",
|
5 |
+
"add_bias_logits": false,
|
6 |
+
"add_final_layer_norm": false,
|
7 |
+
"architectures": [
|
8 |
+
"BartForConditionalGeneration"
|
9 |
+
],
|
10 |
+
"attention_dropout": 0.1,
|
11 |
+
"bos_token_id": 0,
|
12 |
+
"classif_dropout": 0.1,
|
13 |
+
"classifier_dropout": 0.0,
|
14 |
+
"d_model": 768,
|
15 |
+
"decoder_attention_heads": 12,
|
16 |
+
"decoder_ffn_dim": 3072,
|
17 |
+
"decoder_layerdrop": 0.0,
|
18 |
+
"decoder_layers": 6,
|
19 |
+
"decoder_start_token_id": 2,
|
20 |
+
"dropout": 0.1,
|
21 |
+
"early_stopping": true,
|
22 |
+
"encoder_attention_heads": 12,
|
23 |
+
"encoder_ffn_dim": 3072,
|
24 |
+
"encoder_layerdrop": 0.0,
|
25 |
+
"encoder_layers": 6,
|
26 |
+
"eos_token_id": 2,
|
27 |
+
"forced_bos_token_id": 0,
|
28 |
+
"forced_eos_token_id": 2,
|
29 |
+
"gradient_checkpointing": false,
|
30 |
+
"id2label": {
|
31 |
+
"0": "LABEL_0",
|
32 |
+
"1": "LABEL_1",
|
33 |
+
"2": "LABEL_2"
|
34 |
+
},
|
35 |
+
"init_std": 0.02,
|
36 |
+
"is_encoder_decoder": true,
|
37 |
+
"label2id": {
|
38 |
+
"LABEL_0": 0,
|
39 |
+
"LABEL_1": 1,
|
40 |
+
"LABEL_2": 2
|
41 |
+
},
|
42 |
+
"max_position_embeddings": 1024,
|
43 |
+
"model_type": "bart",
|
44 |
+
"no_repeat_ngram_size": 3,
|
45 |
+
"normalize_before": false,
|
46 |
+
"normalize_embedding": true,
|
47 |
+
"num_beams": 4,
|
48 |
+
"num_hidden_layers": 6,
|
49 |
+
"pad_token_id": 1,
|
50 |
+
"scale_embedding": false,
|
51 |
+
"task_specific_params": {
|
52 |
+
"summarization": {
|
53 |
+
"length_penalty": 1.0,
|
54 |
+
"max_length": 128,
|
55 |
+
"min_length": 12,
|
56 |
+
"num_beams": 4
|
57 |
+
},
|
58 |
+
"summarization_cnn": {
|
59 |
+
"length_penalty": 2.0,
|
60 |
+
"max_length": 142,
|
61 |
+
"min_length": 56,
|
62 |
+
"num_beams": 4
|
63 |
+
},
|
64 |
+
"summarization_xsum": {
|
65 |
+
"length_penalty": 1.0,
|
66 |
+
"max_length": 62,
|
67 |
+
"min_length": 11,
|
68 |
+
"num_beams": 6
|
69 |
+
}
|
70 |
+
},
|
71 |
+
"torch_dtype": "float32",
|
72 |
+
"transformers_version": "4.16.2",
|
73 |
+
"use_cache": false,
|
74 |
+
"vocab_size": 50266
|
75 |
+
}
|
checkpoint-2295/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2295/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:74546e9bc766fc935f8ebec652a474f48c0895930a9bd2d7b4af54a9688f172c
|
3 |
+
size 1115518581
|
checkpoint-2295/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04d3b556a18e2ccb23565863b9cbb960aec94d27ec021346de3dc93b55f1b0c9
|
3 |
+
size 557982265
|
checkpoint-2295/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:17581b59cc7450f0460c8ce604b174af0625fa6551b63d70d94d044af878d6a9
|
3 |
+
size 14439
|
checkpoint-2295/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b1002a65eea8ac1b472240205fccd7e95b90ddec9b9d388d588749ce66638b8f
|
3 |
+
size 559
|
checkpoint-2295/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:494776311f8e352a0ad9044af214b88762af22a1d394091a50e80d3c9a6fca7a
|
3 |
+
size 623
|
checkpoint-2295/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
checkpoint-2295/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-2295/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "trim_offsets": true, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "facebook/bart-base", "tokenizer_class": "BartTokenizer"}
|
checkpoint-2295/trainer_state.json
ADDED
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.18199852108955383,
|
3 |
+
"best_model_checkpoint": "outputs/bart-base-detox/checkpoint-1620",
|
4 |
+
"epoch": 16.995391705069125,
|
5 |
+
"global_step": 2295,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9e-06,
|
13 |
+
"loss": 0.5633,
|
14 |
+
"step": 135
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_loss": 0.25235414505004883,
|
19 |
+
"eval_runtime": 12.2006,
|
20 |
+
"eval_samples_per_second": 254.085,
|
21 |
+
"eval_steps_per_second": 31.802,
|
22 |
+
"step": 135
|
23 |
+
},
|
24 |
+
{
|
25 |
+
"epoch": 2.0,
|
26 |
+
"learning_rate": 8.000000000000001e-06,
|
27 |
+
"loss": 0.2589,
|
28 |
+
"step": 270
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"eval_loss": 0.21927106380462646,
|
33 |
+
"eval_runtime": 11.2792,
|
34 |
+
"eval_samples_per_second": 274.842,
|
35 |
+
"eval_steps_per_second": 34.4,
|
36 |
+
"step": 270
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 3.0,
|
40 |
+
"learning_rate": 7e-06,
|
41 |
+
"loss": 0.2307,
|
42 |
+
"step": 405
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 3.0,
|
46 |
+
"eval_loss": 0.19929151237010956,
|
47 |
+
"eval_runtime": 11.2313,
|
48 |
+
"eval_samples_per_second": 276.016,
|
49 |
+
"eval_steps_per_second": 34.546,
|
50 |
+
"step": 405
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 4.0,
|
54 |
+
"learning_rate": 6e-06,
|
55 |
+
"loss": 0.2171,
|
56 |
+
"step": 540
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 4.0,
|
60 |
+
"eval_loss": 0.20016591250896454,
|
61 |
+
"eval_runtime": 11.0923,
|
62 |
+
"eval_samples_per_second": 279.473,
|
63 |
+
"eval_steps_per_second": 34.979,
|
64 |
+
"step": 540
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 5.0,
|
68 |
+
"learning_rate": 5e-06,
|
69 |
+
"loss": 0.2027,
|
70 |
+
"step": 675
|
71 |
+
},
|
72 |
+
{
|
73 |
+
"epoch": 5.0,
|
74 |
+
"eval_loss": 0.19366399943828583,
|
75 |
+
"eval_runtime": 11.2232,
|
76 |
+
"eval_samples_per_second": 276.213,
|
77 |
+
"eval_steps_per_second": 34.571,
|
78 |
+
"step": 675
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 6.0,
|
82 |
+
"learning_rate": 4.000000000000001e-06,
|
83 |
+
"loss": 0.1946,
|
84 |
+
"step": 810
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 6.0,
|
88 |
+
"eval_loss": 0.19715721905231476,
|
89 |
+
"eval_runtime": 11.2739,
|
90 |
+
"eval_samples_per_second": 274.973,
|
91 |
+
"eval_steps_per_second": 34.416,
|
92 |
+
"step": 810
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 7.0,
|
96 |
+
"learning_rate": 3e-06,
|
97 |
+
"loss": 0.1874,
|
98 |
+
"step": 945
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 7.0,
|
102 |
+
"eval_loss": 0.19172348082065582,
|
103 |
+
"eval_runtime": 11.1804,
|
104 |
+
"eval_samples_per_second": 277.27,
|
105 |
+
"eval_steps_per_second": 34.704,
|
106 |
+
"step": 945
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 8.0,
|
110 |
+
"learning_rate": 2.0000000000000003e-06,
|
111 |
+
"loss": 0.1853,
|
112 |
+
"step": 1080
|
113 |
+
},
|
114 |
+
{
|
115 |
+
"epoch": 8.0,
|
116 |
+
"eval_loss": 0.1867838054895401,
|
117 |
+
"eval_runtime": 11.2543,
|
118 |
+
"eval_samples_per_second": 275.451,
|
119 |
+
"eval_steps_per_second": 34.476,
|
120 |
+
"step": 1080
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 9.0,
|
124 |
+
"learning_rate": 1.0000000000000002e-06,
|
125 |
+
"loss": 0.1811,
|
126 |
+
"step": 1215
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 9.0,
|
130 |
+
"eval_loss": 0.18896569311618805,
|
131 |
+
"eval_runtime": 11.6639,
|
132 |
+
"eval_samples_per_second": 265.777,
|
133 |
+
"eval_steps_per_second": 33.265,
|
134 |
+
"step": 1215
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 10.0,
|
138 |
+
"learning_rate": 0.0,
|
139 |
+
"loss": 0.1776,
|
140 |
+
"step": 1350
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 10.0,
|
144 |
+
"eval_loss": 0.18712429702281952,
|
145 |
+
"eval_runtime": 11.9321,
|
146 |
+
"eval_samples_per_second": 259.803,
|
147 |
+
"eval_steps_per_second": 32.517,
|
148 |
+
"step": 1350
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 11.0,
|
152 |
+
"learning_rate": 4.5e-06,
|
153 |
+
"loss": 0.1798,
|
154 |
+
"step": 1485
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 11.0,
|
158 |
+
"eval_loss": 0.18577729165554047,
|
159 |
+
"eval_runtime": 11.5191,
|
160 |
+
"eval_samples_per_second": 269.117,
|
161 |
+
"eval_steps_per_second": 33.683,
|
162 |
+
"step": 1485
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 12.0,
|
166 |
+
"learning_rate": 4.000000000000001e-06,
|
167 |
+
"loss": 0.1745,
|
168 |
+
"step": 1620
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 12.0,
|
172 |
+
"eval_loss": 0.18199852108955383,
|
173 |
+
"eval_runtime": 11.54,
|
174 |
+
"eval_samples_per_second": 268.63,
|
175 |
+
"eval_steps_per_second": 33.622,
|
176 |
+
"step": 1620
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 13.0,
|
180 |
+
"learning_rate": 3.5e-06,
|
181 |
+
"loss": 0.1689,
|
182 |
+
"step": 1755
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 13.0,
|
186 |
+
"eval_loss": 0.18266141414642334,
|
187 |
+
"eval_runtime": 11.4865,
|
188 |
+
"eval_samples_per_second": 269.881,
|
189 |
+
"eval_steps_per_second": 33.779,
|
190 |
+
"step": 1755
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 14.0,
|
194 |
+
"learning_rate": 3e-06,
|
195 |
+
"loss": 0.1707,
|
196 |
+
"step": 1890
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 14.0,
|
200 |
+
"eval_loss": 0.18427973985671997,
|
201 |
+
"eval_runtime": 11.7088,
|
202 |
+
"eval_samples_per_second": 264.757,
|
203 |
+
"eval_steps_per_second": 33.137,
|
204 |
+
"step": 1890
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 15.0,
|
208 |
+
"learning_rate": 2.5e-06,
|
209 |
+
"loss": 0.1658,
|
210 |
+
"step": 2025
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 15.0,
|
214 |
+
"eval_loss": 0.18342117965221405,
|
215 |
+
"eval_runtime": 11.3728,
|
216 |
+
"eval_samples_per_second": 272.58,
|
217 |
+
"eval_steps_per_second": 34.116,
|
218 |
+
"step": 2025
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 16.0,
|
222 |
+
"learning_rate": 2.0000000000000003e-06,
|
223 |
+
"loss": 0.1647,
|
224 |
+
"step": 2160
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 16.0,
|
228 |
+
"eval_loss": 0.18202748894691467,
|
229 |
+
"eval_runtime": 11.7571,
|
230 |
+
"eval_samples_per_second": 263.669,
|
231 |
+
"eval_steps_per_second": 33.001,
|
232 |
+
"step": 2160
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 17.0,
|
236 |
+
"learning_rate": 1.5e-06,
|
237 |
+
"loss": 0.1645,
|
238 |
+
"step": 2295
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 17.0,
|
242 |
+
"eval_loss": 0.18365143239498138,
|
243 |
+
"eval_runtime": 11.3384,
|
244 |
+
"eval_samples_per_second": 273.408,
|
245 |
+
"eval_steps_per_second": 34.22,
|
246 |
+
"step": 2295
|
247 |
+
}
|
248 |
+
],
|
249 |
+
"max_steps": 2700,
|
250 |
+
"num_train_epochs": 20,
|
251 |
+
"total_flos": 9142374164152320.0,
|
252 |
+
"trial_name": null,
|
253 |
+
"trial_params": null
|
254 |
+
}
|
checkpoint-2295/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:abd235b48e5708905b15febf940f8c469a46192ae834301997bdf033c3918692
|
3 |
+
size 3183
|
checkpoint-2295/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 557982265
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04d3b556a18e2ccb23565863b9cbb960aec94d27ec021346de3dc93b55f1b0c9
|
3 |
size 557982265
|