Upload 9 files
Browse files- config.json +52 -0
- generation_config.json +265 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +14 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +1471 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "results_thesis/whisper-small-ar_tsize_1.0/checkpoint-5000",
|
3 |
+
"activation_dropout": 0.0,
|
4 |
+
"activation_function": "gelu",
|
5 |
+
"apply_spec_augment": false,
|
6 |
+
"architectures": [
|
7 |
+
"WhisperForConditionalGeneration"
|
8 |
+
],
|
9 |
+
"attention_dropout": 0.0,
|
10 |
+
"begin_suppress_tokens": [
|
11 |
+
220,
|
12 |
+
50257
|
13 |
+
],
|
14 |
+
"bos_token_id": 50257,
|
15 |
+
"classifier_proj_size": 256,
|
16 |
+
"d_model": 768,
|
17 |
+
"decoder_attention_heads": 12,
|
18 |
+
"decoder_ffn_dim": 3072,
|
19 |
+
"decoder_layerdrop": 0.0,
|
20 |
+
"decoder_layers": 12,
|
21 |
+
"decoder_start_token_id": 50258,
|
22 |
+
"dropout": 0.0,
|
23 |
+
"encoder_attention_heads": 12,
|
24 |
+
"encoder_ffn_dim": 3072,
|
25 |
+
"encoder_layerdrop": 0.0,
|
26 |
+
"encoder_layers": 12,
|
27 |
+
"eos_token_id": 50257,
|
28 |
+
"forced_decoder_ids": null,
|
29 |
+
"init_std": 0.02,
|
30 |
+
"is_encoder_decoder": true,
|
31 |
+
"mask_feature_length": 10,
|
32 |
+
"mask_feature_min_masks": 0,
|
33 |
+
"mask_feature_prob": 0.0,
|
34 |
+
"mask_time_length": 10,
|
35 |
+
"mask_time_min_masks": 2,
|
36 |
+
"mask_time_prob": 0.05,
|
37 |
+
"max_length": 512,
|
38 |
+
"max_source_positions": 1500,
|
39 |
+
"max_target_positions": 448,
|
40 |
+
"median_filter_width": 7,
|
41 |
+
"model_type": "whisper",
|
42 |
+
"num_hidden_layers": 12,
|
43 |
+
"num_mel_bins": 80,
|
44 |
+
"pad_token_id": 50257,
|
45 |
+
"scale_embedding": false,
|
46 |
+
"suppress_tokens": [],
|
47 |
+
"torch_dtype": "float32",
|
48 |
+
"transformers_version": "4.39.3",
|
49 |
+
"use_cache": true,
|
50 |
+
"use_weighted_layer_sum": false,
|
51 |
+
"vocab_size": 51865
|
52 |
+
}
|
generation_config.json
ADDED
@@ -0,0 +1,265 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alignment_heads": [
|
3 |
+
[
|
4 |
+
5,
|
5 |
+
3
|
6 |
+
],
|
7 |
+
[
|
8 |
+
5,
|
9 |
+
9
|
10 |
+
],
|
11 |
+
[
|
12 |
+
8,
|
13 |
+
0
|
14 |
+
],
|
15 |
+
[
|
16 |
+
8,
|
17 |
+
4
|
18 |
+
],
|
19 |
+
[
|
20 |
+
8,
|
21 |
+
7
|
22 |
+
],
|
23 |
+
[
|
24 |
+
8,
|
25 |
+
8
|
26 |
+
],
|
27 |
+
[
|
28 |
+
9,
|
29 |
+
0
|
30 |
+
],
|
31 |
+
[
|
32 |
+
9,
|
33 |
+
7
|
34 |
+
],
|
35 |
+
[
|
36 |
+
9,
|
37 |
+
9
|
38 |
+
],
|
39 |
+
[
|
40 |
+
10,
|
41 |
+
5
|
42 |
+
]
|
43 |
+
],
|
44 |
+
"begin_suppress_tokens": [
|
45 |
+
220,
|
46 |
+
50257
|
47 |
+
],
|
48 |
+
"bos_token_id": 50257,
|
49 |
+
"decoder_start_token_id": 50258,
|
50 |
+
"eos_token_id": 50257,
|
51 |
+
"forced_decoder_ids": [
|
52 |
+
[
|
53 |
+
1,
|
54 |
+
null
|
55 |
+
],
|
56 |
+
[
|
57 |
+
2,
|
58 |
+
50359
|
59 |
+
]
|
60 |
+
],
|
61 |
+
"is_multilingual": true,
|
62 |
+
"lang_to_id": {
|
63 |
+
"<|af|>": 50327,
|
64 |
+
"<|am|>": 50334,
|
65 |
+
"<|ar|>": 50272,
|
66 |
+
"<|as|>": 50350,
|
67 |
+
"<|az|>": 50304,
|
68 |
+
"<|ba|>": 50355,
|
69 |
+
"<|be|>": 50330,
|
70 |
+
"<|bg|>": 50292,
|
71 |
+
"<|bn|>": 50302,
|
72 |
+
"<|bo|>": 50347,
|
73 |
+
"<|br|>": 50309,
|
74 |
+
"<|bs|>": 50315,
|
75 |
+
"<|ca|>": 50270,
|
76 |
+
"<|cs|>": 50283,
|
77 |
+
"<|cy|>": 50297,
|
78 |
+
"<|da|>": 50285,
|
79 |
+
"<|de|>": 50261,
|
80 |
+
"<|el|>": 50281,
|
81 |
+
"<|en|>": 50259,
|
82 |
+
"<|es|>": 50262,
|
83 |
+
"<|et|>": 50307,
|
84 |
+
"<|eu|>": 50310,
|
85 |
+
"<|fa|>": 50300,
|
86 |
+
"<|fi|>": 50277,
|
87 |
+
"<|fo|>": 50338,
|
88 |
+
"<|fr|>": 50265,
|
89 |
+
"<|gl|>": 50319,
|
90 |
+
"<|gu|>": 50333,
|
91 |
+
"<|haw|>": 50352,
|
92 |
+
"<|ha|>": 50354,
|
93 |
+
"<|he|>": 50279,
|
94 |
+
"<|hi|>": 50276,
|
95 |
+
"<|hr|>": 50291,
|
96 |
+
"<|ht|>": 50339,
|
97 |
+
"<|hu|>": 50286,
|
98 |
+
"<|hy|>": 50312,
|
99 |
+
"<|id|>": 50275,
|
100 |
+
"<|is|>": 50311,
|
101 |
+
"<|it|>": 50274,
|
102 |
+
"<|ja|>": 50266,
|
103 |
+
"<|jw|>": 50356,
|
104 |
+
"<|ka|>": 50329,
|
105 |
+
"<|kk|>": 50316,
|
106 |
+
"<|km|>": 50323,
|
107 |
+
"<|kn|>": 50306,
|
108 |
+
"<|ko|>": 50264,
|
109 |
+
"<|la|>": 50294,
|
110 |
+
"<|lb|>": 50345,
|
111 |
+
"<|ln|>": 50353,
|
112 |
+
"<|lo|>": 50336,
|
113 |
+
"<|lt|>": 50293,
|
114 |
+
"<|lv|>": 50301,
|
115 |
+
"<|mg|>": 50349,
|
116 |
+
"<|mi|>": 50295,
|
117 |
+
"<|mk|>": 50308,
|
118 |
+
"<|ml|>": 50296,
|
119 |
+
"<|mn|>": 50314,
|
120 |
+
"<|mr|>": 50320,
|
121 |
+
"<|ms|>": 50282,
|
122 |
+
"<|mt|>": 50343,
|
123 |
+
"<|my|>": 50346,
|
124 |
+
"<|ne|>": 50313,
|
125 |
+
"<|nl|>": 50271,
|
126 |
+
"<|nn|>": 50342,
|
127 |
+
"<|no|>": 50288,
|
128 |
+
"<|oc|>": 50328,
|
129 |
+
"<|pa|>": 50321,
|
130 |
+
"<|pl|>": 50269,
|
131 |
+
"<|ps|>": 50340,
|
132 |
+
"<|pt|>": 50267,
|
133 |
+
"<|ro|>": 50284,
|
134 |
+
"<|ru|>": 50263,
|
135 |
+
"<|sa|>": 50344,
|
136 |
+
"<|sd|>": 50332,
|
137 |
+
"<|si|>": 50322,
|
138 |
+
"<|sk|>": 50298,
|
139 |
+
"<|sl|>": 50305,
|
140 |
+
"<|sn|>": 50324,
|
141 |
+
"<|so|>": 50326,
|
142 |
+
"<|sq|>": 50317,
|
143 |
+
"<|sr|>": 50303,
|
144 |
+
"<|su|>": 50357,
|
145 |
+
"<|sv|>": 50273,
|
146 |
+
"<|sw|>": 50318,
|
147 |
+
"<|ta|>": 50287,
|
148 |
+
"<|te|>": 50299,
|
149 |
+
"<|tg|>": 50331,
|
150 |
+
"<|th|>": 50289,
|
151 |
+
"<|tk|>": 50341,
|
152 |
+
"<|tl|>": 50348,
|
153 |
+
"<|tr|>": 50268,
|
154 |
+
"<|tt|>": 50351,
|
155 |
+
"<|uk|>": 50280,
|
156 |
+
"<|ur|>": 50290,
|
157 |
+
"<|uz|>": 50337,
|
158 |
+
"<|vi|>": 50278,
|
159 |
+
"<|yi|>": 50335,
|
160 |
+
"<|yo|>": 50325,
|
161 |
+
"<|zh|>": 50260
|
162 |
+
},
|
163 |
+
"language": "ar",
|
164 |
+
"max_initial_timestamp_index": 50,
|
165 |
+
"max_length": 448,
|
166 |
+
"no_timestamps_token_id": 50363,
|
167 |
+
"pad_token_id": 50257,
|
168 |
+
"prev_sot_token_id": 50361,
|
169 |
+
"return_timestamps": false,
|
170 |
+
"suppress_tokens": [
|
171 |
+
1,
|
172 |
+
2,
|
173 |
+
7,
|
174 |
+
8,
|
175 |
+
9,
|
176 |
+
10,
|
177 |
+
14,
|
178 |
+
25,
|
179 |
+
26,
|
180 |
+
27,
|
181 |
+
28,
|
182 |
+
29,
|
183 |
+
31,
|
184 |
+
58,
|
185 |
+
59,
|
186 |
+
60,
|
187 |
+
61,
|
188 |
+
62,
|
189 |
+
63,
|
190 |
+
90,
|
191 |
+
91,
|
192 |
+
92,
|
193 |
+
93,
|
194 |
+
359,
|
195 |
+
503,
|
196 |
+
522,
|
197 |
+
542,
|
198 |
+
873,
|
199 |
+
893,
|
200 |
+
902,
|
201 |
+
918,
|
202 |
+
922,
|
203 |
+
931,
|
204 |
+
1350,
|
205 |
+
1853,
|
206 |
+
1982,
|
207 |
+
2460,
|
208 |
+
2627,
|
209 |
+
3246,
|
210 |
+
3253,
|
211 |
+
3268,
|
212 |
+
3536,
|
213 |
+
3846,
|
214 |
+
3961,
|
215 |
+
4183,
|
216 |
+
4667,
|
217 |
+
6585,
|
218 |
+
6647,
|
219 |
+
7273,
|
220 |
+
9061,
|
221 |
+
9383,
|
222 |
+
10428,
|
223 |
+
10929,
|
224 |
+
11938,
|
225 |
+
12033,
|
226 |
+
12331,
|
227 |
+
12562,
|
228 |
+
13793,
|
229 |
+
14157,
|
230 |
+
14635,
|
231 |
+
15265,
|
232 |
+
15618,
|
233 |
+
16553,
|
234 |
+
16604,
|
235 |
+
18362,
|
236 |
+
18956,
|
237 |
+
20075,
|
238 |
+
21675,
|
239 |
+
22520,
|
240 |
+
26130,
|
241 |
+
26161,
|
242 |
+
26435,
|
243 |
+
28279,
|
244 |
+
29464,
|
245 |
+
31650,
|
246 |
+
32302,
|
247 |
+
32470,
|
248 |
+
36865,
|
249 |
+
42863,
|
250 |
+
47425,
|
251 |
+
49870,
|
252 |
+
50254,
|
253 |
+
50258,
|
254 |
+
50358,
|
255 |
+
50359,
|
256 |
+
50360,
|
257 |
+
50361,
|
258 |
+
50362
|
259 |
+
],
|
260 |
+
"task_to_id": {
|
261 |
+
"transcribe": 50359,
|
262 |
+
"translate": 50358
|
263 |
+
},
|
264 |
+
"transformers_version": "4.39.3"
|
265 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2dfd5eebeb47089c2cac75e992593fa061ea2f3131a84315e8ab532a31895229
|
3 |
+
size 966995080
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c5b5783bf4ee7d5825a6faab67a8b0eb4a669c5478c366cc28004fd6066afb9d
|
3 |
+
size 1925060287
|
preprocessor_config.json
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"chunk_length": 30,
|
3 |
+
"feature_extractor_type": "WhisperFeatureExtractor",
|
4 |
+
"feature_size": 80,
|
5 |
+
"hop_length": 160,
|
6 |
+
"n_fft": 400,
|
7 |
+
"n_samples": 480000,
|
8 |
+
"nb_max_frames": 3000,
|
9 |
+
"padding_side": "right",
|
10 |
+
"padding_value": 0.0,
|
11 |
+
"processor_class": "WhisperProcessor",
|
12 |
+
"return_attention_mask": false,
|
13 |
+
"sampling_rate": 16000
|
14 |
+
}
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:65294ba46b43630d4db9e903f777809b34a0613783b89ebcc00f38d1120bb0dc
|
3 |
+
size 14503
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0c02f28989117220816c4786199a619e1b6d89fce1a536bd36f26f62fdf45377
|
3 |
+
size 623
|
trainer_state.json
ADDED
@@ -0,0 +1,1471 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 75.64947360448383,
|
3 |
+
"best_model_checkpoint": "./whisper-small-finetune_gulf/checkpoint-4000",
|
4 |
+
"epoch": 2.311604253351826,
|
5 |
+
"eval_steps": 1000,
|
6 |
+
"global_step": 5000,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.01,
|
13 |
+
"grad_norm": 23.472209930419922,
|
14 |
+
"learning_rate": 5.000000000000001e-07,
|
15 |
+
"loss": 1.8733,
|
16 |
+
"step": 25
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.02,
|
20 |
+
"grad_norm": 25.33260154724121,
|
21 |
+
"learning_rate": 1.0000000000000002e-06,
|
22 |
+
"loss": 1.6853,
|
23 |
+
"step": 50
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.03,
|
27 |
+
"grad_norm": 28.451927185058594,
|
28 |
+
"learning_rate": 1.5e-06,
|
29 |
+
"loss": 1.6101,
|
30 |
+
"step": 75
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.05,
|
34 |
+
"grad_norm": 29.835905075073242,
|
35 |
+
"learning_rate": 2.0000000000000003e-06,
|
36 |
+
"loss": 1.7625,
|
37 |
+
"step": 100
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.06,
|
41 |
+
"grad_norm": 28.589879989624023,
|
42 |
+
"learning_rate": 2.5e-06,
|
43 |
+
"loss": 1.6508,
|
44 |
+
"step": 125
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.07,
|
48 |
+
"grad_norm": 28.195240020751953,
|
49 |
+
"learning_rate": 3e-06,
|
50 |
+
"loss": 1.6032,
|
51 |
+
"step": 150
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.08,
|
55 |
+
"grad_norm": 23.07231903076172,
|
56 |
+
"learning_rate": 3.5e-06,
|
57 |
+
"loss": 1.5002,
|
58 |
+
"step": 175
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.09,
|
62 |
+
"grad_norm": 26.471607208251953,
|
63 |
+
"learning_rate": 4.000000000000001e-06,
|
64 |
+
"loss": 1.3828,
|
65 |
+
"step": 200
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.1,
|
69 |
+
"grad_norm": 20.687870025634766,
|
70 |
+
"learning_rate": 4.5e-06,
|
71 |
+
"loss": 1.52,
|
72 |
+
"step": 225
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.12,
|
76 |
+
"grad_norm": 20.147708892822266,
|
77 |
+
"learning_rate": 5e-06,
|
78 |
+
"loss": 1.5193,
|
79 |
+
"step": 250
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.13,
|
83 |
+
"grad_norm": 21.233428955078125,
|
84 |
+
"learning_rate": 5.500000000000001e-06,
|
85 |
+
"loss": 1.5131,
|
86 |
+
"step": 275
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.14,
|
90 |
+
"grad_norm": 21.05452537536621,
|
91 |
+
"learning_rate": 6e-06,
|
92 |
+
"loss": 1.4526,
|
93 |
+
"step": 300
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.15,
|
97 |
+
"grad_norm": 24.340858459472656,
|
98 |
+
"learning_rate": 6.5000000000000004e-06,
|
99 |
+
"loss": 1.5262,
|
100 |
+
"step": 325
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.16,
|
104 |
+
"grad_norm": 24.064132690429688,
|
105 |
+
"learning_rate": 7e-06,
|
106 |
+
"loss": 1.397,
|
107 |
+
"step": 350
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.17,
|
111 |
+
"grad_norm": 21.471921920776367,
|
112 |
+
"learning_rate": 7.500000000000001e-06,
|
113 |
+
"loss": 1.5244,
|
114 |
+
"step": 375
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.18,
|
118 |
+
"grad_norm": 22.753755569458008,
|
119 |
+
"learning_rate": 8.000000000000001e-06,
|
120 |
+
"loss": 1.3962,
|
121 |
+
"step": 400
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.2,
|
125 |
+
"grad_norm": 18.438940048217773,
|
126 |
+
"learning_rate": 8.5e-06,
|
127 |
+
"loss": 1.3372,
|
128 |
+
"step": 425
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.21,
|
132 |
+
"grad_norm": 19.2254581451416,
|
133 |
+
"learning_rate": 9e-06,
|
134 |
+
"loss": 1.426,
|
135 |
+
"step": 450
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.22,
|
139 |
+
"grad_norm": 18.967300415039062,
|
140 |
+
"learning_rate": 9.5e-06,
|
141 |
+
"loss": 1.3301,
|
142 |
+
"step": 475
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.23,
|
146 |
+
"grad_norm": 20.847196578979492,
|
147 |
+
"learning_rate": 1e-05,
|
148 |
+
"loss": 1.2433,
|
149 |
+
"step": 500
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.24,
|
153 |
+
"grad_norm": 18.459182739257812,
|
154 |
+
"learning_rate": 9.944444444444445e-06,
|
155 |
+
"loss": 1.2761,
|
156 |
+
"step": 525
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.25,
|
160 |
+
"grad_norm": 22.492895126342773,
|
161 |
+
"learning_rate": 9.88888888888889e-06,
|
162 |
+
"loss": 1.4599,
|
163 |
+
"step": 550
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.27,
|
167 |
+
"grad_norm": 25.510766983032227,
|
168 |
+
"learning_rate": 9.833333333333333e-06,
|
169 |
+
"loss": 1.2511,
|
170 |
+
"step": 575
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.28,
|
174 |
+
"grad_norm": 20.4246768951416,
|
175 |
+
"learning_rate": 9.777777777777779e-06,
|
176 |
+
"loss": 1.2121,
|
177 |
+
"step": 600
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.29,
|
181 |
+
"grad_norm": 25.91058349609375,
|
182 |
+
"learning_rate": 9.722222222222223e-06,
|
183 |
+
"loss": 1.4637,
|
184 |
+
"step": 625
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.3,
|
188 |
+
"grad_norm": 25.087705612182617,
|
189 |
+
"learning_rate": 9.666666666666667e-06,
|
190 |
+
"loss": 1.2607,
|
191 |
+
"step": 650
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.31,
|
195 |
+
"grad_norm": 20.08827781677246,
|
196 |
+
"learning_rate": 9.611111111111112e-06,
|
197 |
+
"loss": 1.4525,
|
198 |
+
"step": 675
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.32,
|
202 |
+
"grad_norm": 16.310239791870117,
|
203 |
+
"learning_rate": 9.555555555555556e-06,
|
204 |
+
"loss": 1.2905,
|
205 |
+
"step": 700
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.34,
|
209 |
+
"grad_norm": 18.671165466308594,
|
210 |
+
"learning_rate": 9.5e-06,
|
211 |
+
"loss": 1.3568,
|
212 |
+
"step": 725
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.35,
|
216 |
+
"grad_norm": 25.499460220336914,
|
217 |
+
"learning_rate": 9.444444444444445e-06,
|
218 |
+
"loss": 1.2893,
|
219 |
+
"step": 750
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 0.36,
|
223 |
+
"grad_norm": 20.31481170654297,
|
224 |
+
"learning_rate": 9.38888888888889e-06,
|
225 |
+
"loss": 1.268,
|
226 |
+
"step": 775
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 0.37,
|
230 |
+
"grad_norm": 22.260953903198242,
|
231 |
+
"learning_rate": 9.333333333333334e-06,
|
232 |
+
"loss": 1.2924,
|
233 |
+
"step": 800
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 0.38,
|
237 |
+
"grad_norm": 19.559682846069336,
|
238 |
+
"learning_rate": 9.277777777777778e-06,
|
239 |
+
"loss": 1.3534,
|
240 |
+
"step": 825
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 0.39,
|
244 |
+
"grad_norm": 21.260534286499023,
|
245 |
+
"learning_rate": 9.222222222222224e-06,
|
246 |
+
"loss": 1.265,
|
247 |
+
"step": 850
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 0.4,
|
251 |
+
"grad_norm": 22.76539421081543,
|
252 |
+
"learning_rate": 9.166666666666666e-06,
|
253 |
+
"loss": 1.302,
|
254 |
+
"step": 875
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 0.42,
|
258 |
+
"grad_norm": 23.064783096313477,
|
259 |
+
"learning_rate": 9.111111111111112e-06,
|
260 |
+
"loss": 1.25,
|
261 |
+
"step": 900
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 0.43,
|
265 |
+
"grad_norm": 19.941423416137695,
|
266 |
+
"learning_rate": 9.055555555555556e-06,
|
267 |
+
"loss": 1.2915,
|
268 |
+
"step": 925
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 0.44,
|
272 |
+
"grad_norm": 17.240646362304688,
|
273 |
+
"learning_rate": 9e-06,
|
274 |
+
"loss": 1.2868,
|
275 |
+
"step": 950
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 0.45,
|
279 |
+
"grad_norm": 18.2373046875,
|
280 |
+
"learning_rate": 8.944444444444446e-06,
|
281 |
+
"loss": 1.2259,
|
282 |
+
"step": 975
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 0.46,
|
286 |
+
"grad_norm": 22.34012794494629,
|
287 |
+
"learning_rate": 8.888888888888888e-06,
|
288 |
+
"loss": 1.3947,
|
289 |
+
"step": 1000
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 0.46,
|
293 |
+
"eval_cer": 65.38537817965462,
|
294 |
+
"eval_loss": 1.2471961975097656,
|
295 |
+
"eval_runtime": 1151.935,
|
296 |
+
"eval_samples_per_second": 3.755,
|
297 |
+
"eval_steps_per_second": 0.47,
|
298 |
+
"eval_wer": 84.87843671892752,
|
299 |
+
"step": 1000
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 0.47,
|
303 |
+
"grad_norm": 18.88918685913086,
|
304 |
+
"learning_rate": 8.833333333333334e-06,
|
305 |
+
"loss": 1.2824,
|
306 |
+
"step": 1025
|
307 |
+
},
|
308 |
+
{
|
309 |
+
"epoch": 0.49,
|
310 |
+
"grad_norm": 20.2314395904541,
|
311 |
+
"learning_rate": 8.777777777777778e-06,
|
312 |
+
"loss": 1.3135,
|
313 |
+
"step": 1050
|
314 |
+
},
|
315 |
+
{
|
316 |
+
"epoch": 0.5,
|
317 |
+
"grad_norm": 21.175655364990234,
|
318 |
+
"learning_rate": 8.722222222222224e-06,
|
319 |
+
"loss": 1.2259,
|
320 |
+
"step": 1075
|
321 |
+
},
|
322 |
+
{
|
323 |
+
"epoch": 0.51,
|
324 |
+
"grad_norm": 16.999879837036133,
|
325 |
+
"learning_rate": 8.666666666666668e-06,
|
326 |
+
"loss": 1.2408,
|
327 |
+
"step": 1100
|
328 |
+
},
|
329 |
+
{
|
330 |
+
"epoch": 0.52,
|
331 |
+
"grad_norm": 19.178285598754883,
|
332 |
+
"learning_rate": 8.611111111111112e-06,
|
333 |
+
"loss": 1.2721,
|
334 |
+
"step": 1125
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 0.53,
|
338 |
+
"grad_norm": 20.64499855041504,
|
339 |
+
"learning_rate": 8.555555555555556e-06,
|
340 |
+
"loss": 1.3392,
|
341 |
+
"step": 1150
|
342 |
+
},
|
343 |
+
{
|
344 |
+
"epoch": 0.54,
|
345 |
+
"grad_norm": 19.396726608276367,
|
346 |
+
"learning_rate": 8.5e-06,
|
347 |
+
"loss": 1.2863,
|
348 |
+
"step": 1175
|
349 |
+
},
|
350 |
+
{
|
351 |
+
"epoch": 0.55,
|
352 |
+
"grad_norm": 19.87407875061035,
|
353 |
+
"learning_rate": 8.444444444444446e-06,
|
354 |
+
"loss": 1.3248,
|
355 |
+
"step": 1200
|
356 |
+
},
|
357 |
+
{
|
358 |
+
"epoch": 0.57,
|
359 |
+
"grad_norm": 16.245336532592773,
|
360 |
+
"learning_rate": 8.38888888888889e-06,
|
361 |
+
"loss": 1.3406,
|
362 |
+
"step": 1225
|
363 |
+
},
|
364 |
+
{
|
365 |
+
"epoch": 0.58,
|
366 |
+
"grad_norm": 17.97079086303711,
|
367 |
+
"learning_rate": 8.333333333333334e-06,
|
368 |
+
"loss": 1.211,
|
369 |
+
"step": 1250
|
370 |
+
},
|
371 |
+
{
|
372 |
+
"epoch": 0.59,
|
373 |
+
"grad_norm": 25.904541015625,
|
374 |
+
"learning_rate": 8.277777777777778e-06,
|
375 |
+
"loss": 1.334,
|
376 |
+
"step": 1275
|
377 |
+
},
|
378 |
+
{
|
379 |
+
"epoch": 0.6,
|
380 |
+
"grad_norm": 21.328983306884766,
|
381 |
+
"learning_rate": 8.222222222222222e-06,
|
382 |
+
"loss": 1.2982,
|
383 |
+
"step": 1300
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 0.61,
|
387 |
+
"grad_norm": 19.949731826782227,
|
388 |
+
"learning_rate": 8.166666666666668e-06,
|
389 |
+
"loss": 1.2365,
|
390 |
+
"step": 1325
|
391 |
+
},
|
392 |
+
{
|
393 |
+
"epoch": 0.62,
|
394 |
+
"grad_norm": 15.301751136779785,
|
395 |
+
"learning_rate": 8.111111111111112e-06,
|
396 |
+
"loss": 1.2033,
|
397 |
+
"step": 1350
|
398 |
+
},
|
399 |
+
{
|
400 |
+
"epoch": 0.64,
|
401 |
+
"grad_norm": 22.96265411376953,
|
402 |
+
"learning_rate": 8.055555555555557e-06,
|
403 |
+
"loss": 1.2319,
|
404 |
+
"step": 1375
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 0.65,
|
408 |
+
"grad_norm": 17.26740074157715,
|
409 |
+
"learning_rate": 8.000000000000001e-06,
|
410 |
+
"loss": 1.1544,
|
411 |
+
"step": 1400
|
412 |
+
},
|
413 |
+
{
|
414 |
+
"epoch": 0.66,
|
415 |
+
"grad_norm": 27.209585189819336,
|
416 |
+
"learning_rate": 7.944444444444445e-06,
|
417 |
+
"loss": 1.3496,
|
418 |
+
"step": 1425
|
419 |
+
},
|
420 |
+
{
|
421 |
+
"epoch": 0.67,
|
422 |
+
"grad_norm": 20.707279205322266,
|
423 |
+
"learning_rate": 7.88888888888889e-06,
|
424 |
+
"loss": 1.2727,
|
425 |
+
"step": 1450
|
426 |
+
},
|
427 |
+
{
|
428 |
+
"epoch": 0.68,
|
429 |
+
"grad_norm": 20.74648666381836,
|
430 |
+
"learning_rate": 7.833333333333333e-06,
|
431 |
+
"loss": 1.2371,
|
432 |
+
"step": 1475
|
433 |
+
},
|
434 |
+
{
|
435 |
+
"epoch": 0.69,
|
436 |
+
"grad_norm": 20.16001319885254,
|
437 |
+
"learning_rate": 7.77777777777778e-06,
|
438 |
+
"loss": 1.2456,
|
439 |
+
"step": 1500
|
440 |
+
},
|
441 |
+
{
|
442 |
+
"epoch": 0.71,
|
443 |
+
"grad_norm": 20.684553146362305,
|
444 |
+
"learning_rate": 7.722222222222223e-06,
|
445 |
+
"loss": 1.1862,
|
446 |
+
"step": 1525
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 0.72,
|
450 |
+
"grad_norm": 17.660783767700195,
|
451 |
+
"learning_rate": 7.666666666666667e-06,
|
452 |
+
"loss": 1.1802,
|
453 |
+
"step": 1550
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 0.73,
|
457 |
+
"grad_norm": 27.349889755249023,
|
458 |
+
"learning_rate": 7.611111111111111e-06,
|
459 |
+
"loss": 1.1869,
|
460 |
+
"step": 1575
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 0.74,
|
464 |
+
"grad_norm": 20.43325424194336,
|
465 |
+
"learning_rate": 7.555555555555556e-06,
|
466 |
+
"loss": 1.2752,
|
467 |
+
"step": 1600
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 0.75,
|
471 |
+
"grad_norm": 18.21103286743164,
|
472 |
+
"learning_rate": 7.500000000000001e-06,
|
473 |
+
"loss": 1.083,
|
474 |
+
"step": 1625
|
475 |
+
},
|
476 |
+
{
|
477 |
+
"epoch": 0.76,
|
478 |
+
"grad_norm": 17.000732421875,
|
479 |
+
"learning_rate": 7.444444444444445e-06,
|
480 |
+
"loss": 1.1785,
|
481 |
+
"step": 1650
|
482 |
+
},
|
483 |
+
{
|
484 |
+
"epoch": 0.77,
|
485 |
+
"grad_norm": 16.118410110473633,
|
486 |
+
"learning_rate": 7.38888888888889e-06,
|
487 |
+
"loss": 1.2115,
|
488 |
+
"step": 1675
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 0.79,
|
492 |
+
"grad_norm": 16.376646041870117,
|
493 |
+
"learning_rate": 7.333333333333333e-06,
|
494 |
+
"loss": 1.1399,
|
495 |
+
"step": 1700
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 0.8,
|
499 |
+
"grad_norm": 23.872587203979492,
|
500 |
+
"learning_rate": 7.277777777777778e-06,
|
501 |
+
"loss": 1.2943,
|
502 |
+
"step": 1725
|
503 |
+
},
|
504 |
+
{
|
505 |
+
"epoch": 0.81,
|
506 |
+
"grad_norm": 17.694063186645508,
|
507 |
+
"learning_rate": 7.222222222222223e-06,
|
508 |
+
"loss": 1.1768,
|
509 |
+
"step": 1750
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 0.82,
|
513 |
+
"grad_norm": 15.69645881652832,
|
514 |
+
"learning_rate": 7.166666666666667e-06,
|
515 |
+
"loss": 1.1779,
|
516 |
+
"step": 1775
|
517 |
+
},
|
518 |
+
{
|
519 |
+
"epoch": 0.83,
|
520 |
+
"grad_norm": 17.946985244750977,
|
521 |
+
"learning_rate": 7.111111111111112e-06,
|
522 |
+
"loss": 1.1575,
|
523 |
+
"step": 1800
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 0.84,
|
527 |
+
"grad_norm": 24.68529510498047,
|
528 |
+
"learning_rate": 7.055555555555557e-06,
|
529 |
+
"loss": 1.2993,
|
530 |
+
"step": 1825
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 0.86,
|
534 |
+
"grad_norm": 20.466711044311523,
|
535 |
+
"learning_rate": 7e-06,
|
536 |
+
"loss": 1.1476,
|
537 |
+
"step": 1850
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 0.87,
|
541 |
+
"grad_norm": 20.040111541748047,
|
542 |
+
"learning_rate": 6.944444444444445e-06,
|
543 |
+
"loss": 1.1855,
|
544 |
+
"step": 1875
|
545 |
+
},
|
546 |
+
{
|
547 |
+
"epoch": 0.88,
|
548 |
+
"grad_norm": 20.88412857055664,
|
549 |
+
"learning_rate": 6.88888888888889e-06,
|
550 |
+
"loss": 1.2041,
|
551 |
+
"step": 1900
|
552 |
+
},
|
553 |
+
{
|
554 |
+
"epoch": 0.89,
|
555 |
+
"grad_norm": 16.89543342590332,
|
556 |
+
"learning_rate": 6.833333333333334e-06,
|
557 |
+
"loss": 1.2062,
|
558 |
+
"step": 1925
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 0.9,
|
562 |
+
"grad_norm": 20.681123733520508,
|
563 |
+
"learning_rate": 6.777777777777779e-06,
|
564 |
+
"loss": 1.0671,
|
565 |
+
"step": 1950
|
566 |
+
},
|
567 |
+
{
|
568 |
+
"epoch": 0.91,
|
569 |
+
"grad_norm": 20.805986404418945,
|
570 |
+
"learning_rate": 6.7222222222222235e-06,
|
571 |
+
"loss": 1.197,
|
572 |
+
"step": 1975
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 0.92,
|
576 |
+
"grad_norm": 16.39628791809082,
|
577 |
+
"learning_rate": 6.666666666666667e-06,
|
578 |
+
"loss": 1.333,
|
579 |
+
"step": 2000
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 0.92,
|
583 |
+
"eval_cer": 72.85421517713513,
|
584 |
+
"eval_loss": 1.1428595781326294,
|
585 |
+
"eval_runtime": 1198.4252,
|
586 |
+
"eval_samples_per_second": 3.61,
|
587 |
+
"eval_steps_per_second": 0.451,
|
588 |
+
"eval_wer": 92.31235325304856,
|
589 |
+
"step": 2000
|
590 |
+
},
|
591 |
+
{
|
592 |
+
"epoch": 0.94,
|
593 |
+
"grad_norm": 18.98177719116211,
|
594 |
+
"learning_rate": 6.6111111111111115e-06,
|
595 |
+
"loss": 1.1586,
|
596 |
+
"step": 2025
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"epoch": 0.95,
|
600 |
+
"grad_norm": 26.32819366455078,
|
601 |
+
"learning_rate": 6.555555555555556e-06,
|
602 |
+
"loss": 1.2463,
|
603 |
+
"step": 2050
|
604 |
+
},
|
605 |
+
{
|
606 |
+
"epoch": 0.96,
|
607 |
+
"grad_norm": 17.621980667114258,
|
608 |
+
"learning_rate": 6.5000000000000004e-06,
|
609 |
+
"loss": 1.1764,
|
610 |
+
"step": 2075
|
611 |
+
},
|
612 |
+
{
|
613 |
+
"epoch": 0.97,
|
614 |
+
"grad_norm": 19.834068298339844,
|
615 |
+
"learning_rate": 6.444444444444445e-06,
|
616 |
+
"loss": 1.2383,
|
617 |
+
"step": 2100
|
618 |
+
},
|
619 |
+
{
|
620 |
+
"epoch": 0.98,
|
621 |
+
"grad_norm": 18.443336486816406,
|
622 |
+
"learning_rate": 6.3888888888888885e-06,
|
623 |
+
"loss": 1.1966,
|
624 |
+
"step": 2125
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 0.99,
|
628 |
+
"grad_norm": 23.796865463256836,
|
629 |
+
"learning_rate": 6.333333333333333e-06,
|
630 |
+
"loss": 1.1506,
|
631 |
+
"step": 2150
|
632 |
+
},
|
633 |
+
{
|
634 |
+
"epoch": 1.01,
|
635 |
+
"grad_norm": 13.802796363830566,
|
636 |
+
"learning_rate": 6.277777777777778e-06,
|
637 |
+
"loss": 1.004,
|
638 |
+
"step": 2175
|
639 |
+
},
|
640 |
+
{
|
641 |
+
"epoch": 1.02,
|
642 |
+
"grad_norm": 11.86549186706543,
|
643 |
+
"learning_rate": 6.222222222222223e-06,
|
644 |
+
"loss": 0.8599,
|
645 |
+
"step": 2200
|
646 |
+
},
|
647 |
+
{
|
648 |
+
"epoch": 1.03,
|
649 |
+
"grad_norm": 20.885765075683594,
|
650 |
+
"learning_rate": 6.166666666666667e-06,
|
651 |
+
"loss": 0.9144,
|
652 |
+
"step": 2225
|
653 |
+
},
|
654 |
+
{
|
655 |
+
"epoch": 1.04,
|
656 |
+
"grad_norm": 15.317635536193848,
|
657 |
+
"learning_rate": 6.111111111111112e-06,
|
658 |
+
"loss": 0.863,
|
659 |
+
"step": 2250
|
660 |
+
},
|
661 |
+
{
|
662 |
+
"epoch": 1.05,
|
663 |
+
"grad_norm": 16.995641708374023,
|
664 |
+
"learning_rate": 6.055555555555555e-06,
|
665 |
+
"loss": 0.8261,
|
666 |
+
"step": 2275
|
667 |
+
},
|
668 |
+
{
|
669 |
+
"epoch": 1.06,
|
670 |
+
"grad_norm": 16.974023818969727,
|
671 |
+
"learning_rate": 6e-06,
|
672 |
+
"loss": 0.7936,
|
673 |
+
"step": 2300
|
674 |
+
},
|
675 |
+
{
|
676 |
+
"epoch": 1.07,
|
677 |
+
"grad_norm": 15.467360496520996,
|
678 |
+
"learning_rate": 5.944444444444445e-06,
|
679 |
+
"loss": 0.8796,
|
680 |
+
"step": 2325
|
681 |
+
},
|
682 |
+
{
|
683 |
+
"epoch": 1.09,
|
684 |
+
"grad_norm": 14.19994068145752,
|
685 |
+
"learning_rate": 5.88888888888889e-06,
|
686 |
+
"loss": 0.9499,
|
687 |
+
"step": 2350
|
688 |
+
},
|
689 |
+
{
|
690 |
+
"epoch": 1.1,
|
691 |
+
"grad_norm": 18.083833694458008,
|
692 |
+
"learning_rate": 5.833333333333334e-06,
|
693 |
+
"loss": 0.8659,
|
694 |
+
"step": 2375
|
695 |
+
},
|
696 |
+
{
|
697 |
+
"epoch": 1.11,
|
698 |
+
"grad_norm": 13.523449897766113,
|
699 |
+
"learning_rate": 5.777777777777778e-06,
|
700 |
+
"loss": 0.7468,
|
701 |
+
"step": 2400
|
702 |
+
},
|
703 |
+
{
|
704 |
+
"epoch": 1.12,
|
705 |
+
"grad_norm": 22.28549575805664,
|
706 |
+
"learning_rate": 5.722222222222222e-06,
|
707 |
+
"loss": 0.9936,
|
708 |
+
"step": 2425
|
709 |
+
},
|
710 |
+
{
|
711 |
+
"epoch": 1.13,
|
712 |
+
"grad_norm": 12.301285743713379,
|
713 |
+
"learning_rate": 5.666666666666667e-06,
|
714 |
+
"loss": 0.9272,
|
715 |
+
"step": 2450
|
716 |
+
},
|
717 |
+
{
|
718 |
+
"epoch": 1.14,
|
719 |
+
"grad_norm": 15.811965942382812,
|
720 |
+
"learning_rate": 5.611111111111112e-06,
|
721 |
+
"loss": 0.8392,
|
722 |
+
"step": 2475
|
723 |
+
},
|
724 |
+
{
|
725 |
+
"epoch": 1.16,
|
726 |
+
"grad_norm": 10.93188762664795,
|
727 |
+
"learning_rate": 5.555555555555557e-06,
|
728 |
+
"loss": 0.7856,
|
729 |
+
"step": 2500
|
730 |
+
},
|
731 |
+
{
|
732 |
+
"epoch": 1.17,
|
733 |
+
"grad_norm": 15.368990898132324,
|
734 |
+
"learning_rate": 5.500000000000001e-06,
|
735 |
+
"loss": 0.991,
|
736 |
+
"step": 2525
|
737 |
+
},
|
738 |
+
{
|
739 |
+
"epoch": 1.18,
|
740 |
+
"grad_norm": 23.429412841796875,
|
741 |
+
"learning_rate": 5.444444444444445e-06,
|
742 |
+
"loss": 0.956,
|
743 |
+
"step": 2550
|
744 |
+
},
|
745 |
+
{
|
746 |
+
"epoch": 1.19,
|
747 |
+
"grad_norm": 15.563962936401367,
|
748 |
+
"learning_rate": 5.388888888888889e-06,
|
749 |
+
"loss": 0.9221,
|
750 |
+
"step": 2575
|
751 |
+
},
|
752 |
+
{
|
753 |
+
"epoch": 1.2,
|
754 |
+
"grad_norm": 15.646391868591309,
|
755 |
+
"learning_rate": 5.333333333333334e-06,
|
756 |
+
"loss": 0.8138,
|
757 |
+
"step": 2600
|
758 |
+
},
|
759 |
+
{
|
760 |
+
"epoch": 1.21,
|
761 |
+
"grad_norm": 13.61239242553711,
|
762 |
+
"learning_rate": 5.2777777777777785e-06,
|
763 |
+
"loss": 0.9199,
|
764 |
+
"step": 2625
|
765 |
+
},
|
766 |
+
{
|
767 |
+
"epoch": 1.23,
|
768 |
+
"grad_norm": 16.09264373779297,
|
769 |
+
"learning_rate": 5.2222222222222226e-06,
|
770 |
+
"loss": 0.9146,
|
771 |
+
"step": 2650
|
772 |
+
},
|
773 |
+
{
|
774 |
+
"epoch": 1.24,
|
775 |
+
"grad_norm": 18.509414672851562,
|
776 |
+
"learning_rate": 5.1666666666666675e-06,
|
777 |
+
"loss": 0.8323,
|
778 |
+
"step": 2675
|
779 |
+
},
|
780 |
+
{
|
781 |
+
"epoch": 1.25,
|
782 |
+
"grad_norm": 12.82259750366211,
|
783 |
+
"learning_rate": 5.1111111111111115e-06,
|
784 |
+
"loss": 0.8451,
|
785 |
+
"step": 2700
|
786 |
+
},
|
787 |
+
{
|
788 |
+
"epoch": 1.26,
|
789 |
+
"grad_norm": 13.008484840393066,
|
790 |
+
"learning_rate": 5.0555555555555555e-06,
|
791 |
+
"loss": 0.8415,
|
792 |
+
"step": 2725
|
793 |
+
},
|
794 |
+
{
|
795 |
+
"epoch": 1.27,
|
796 |
+
"grad_norm": 15.046307563781738,
|
797 |
+
"learning_rate": 5e-06,
|
798 |
+
"loss": 0.8555,
|
799 |
+
"step": 2750
|
800 |
+
},
|
801 |
+
{
|
802 |
+
"epoch": 1.28,
|
803 |
+
"grad_norm": 16.91812515258789,
|
804 |
+
"learning_rate": 4.944444444444445e-06,
|
805 |
+
"loss": 1.015,
|
806 |
+
"step": 2775
|
807 |
+
},
|
808 |
+
{
|
809 |
+
"epoch": 1.29,
|
810 |
+
"grad_norm": 16.76761245727539,
|
811 |
+
"learning_rate": 4.888888888888889e-06,
|
812 |
+
"loss": 0.8488,
|
813 |
+
"step": 2800
|
814 |
+
},
|
815 |
+
{
|
816 |
+
"epoch": 1.31,
|
817 |
+
"grad_norm": 20.7960262298584,
|
818 |
+
"learning_rate": 4.833333333333333e-06,
|
819 |
+
"loss": 0.9098,
|
820 |
+
"step": 2825
|
821 |
+
},
|
822 |
+
{
|
823 |
+
"epoch": 1.32,
|
824 |
+
"grad_norm": 15.695616722106934,
|
825 |
+
"learning_rate": 4.777777777777778e-06,
|
826 |
+
"loss": 0.8866,
|
827 |
+
"step": 2850
|
828 |
+
},
|
829 |
+
{
|
830 |
+
"epoch": 1.33,
|
831 |
+
"grad_norm": 18.41292953491211,
|
832 |
+
"learning_rate": 4.722222222222222e-06,
|
833 |
+
"loss": 0.8872,
|
834 |
+
"step": 2875
|
835 |
+
},
|
836 |
+
{
|
837 |
+
"epoch": 1.34,
|
838 |
+
"grad_norm": 22.192108154296875,
|
839 |
+
"learning_rate": 4.666666666666667e-06,
|
840 |
+
"loss": 0.8102,
|
841 |
+
"step": 2900
|
842 |
+
},
|
843 |
+
{
|
844 |
+
"epoch": 1.35,
|
845 |
+
"grad_norm": 21.19410514831543,
|
846 |
+
"learning_rate": 4.611111111111112e-06,
|
847 |
+
"loss": 0.9069,
|
848 |
+
"step": 2925
|
849 |
+
},
|
850 |
+
{
|
851 |
+
"epoch": 1.36,
|
852 |
+
"grad_norm": 18.010290145874023,
|
853 |
+
"learning_rate": 4.555555555555556e-06,
|
854 |
+
"loss": 0.8646,
|
855 |
+
"step": 2950
|
856 |
+
},
|
857 |
+
{
|
858 |
+
"epoch": 1.38,
|
859 |
+
"grad_norm": 18.863052368164062,
|
860 |
+
"learning_rate": 4.5e-06,
|
861 |
+
"loss": 0.9674,
|
862 |
+
"step": 2975
|
863 |
+
},
|
864 |
+
{
|
865 |
+
"epoch": 1.39,
|
866 |
+
"grad_norm": 13.40828800201416,
|
867 |
+
"learning_rate": 4.444444444444444e-06,
|
868 |
+
"loss": 0.918,
|
869 |
+
"step": 3000
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 1.39,
|
873 |
+
"eval_cer": 64.30927214097356,
|
874 |
+
"eval_loss": 1.1143155097961426,
|
875 |
+
"eval_runtime": 1160.055,
|
876 |
+
"eval_samples_per_second": 3.729,
|
877 |
+
"eval_steps_per_second": 0.466,
|
878 |
+
"eval_wer": 82.85238203438612,
|
879 |
+
"step": 3000
|
880 |
+
},
|
881 |
+
{
|
882 |
+
"epoch": 1.4,
|
883 |
+
"grad_norm": 16.100902557373047,
|
884 |
+
"learning_rate": 4.388888888888889e-06,
|
885 |
+
"loss": 0.8247,
|
886 |
+
"step": 3025
|
887 |
+
},
|
888 |
+
{
|
889 |
+
"epoch": 1.41,
|
890 |
+
"grad_norm": 14.138301849365234,
|
891 |
+
"learning_rate": 4.333333333333334e-06,
|
892 |
+
"loss": 0.8077,
|
893 |
+
"step": 3050
|
894 |
+
},
|
895 |
+
{
|
896 |
+
"epoch": 1.42,
|
897 |
+
"grad_norm": 21.747058868408203,
|
898 |
+
"learning_rate": 4.277777777777778e-06,
|
899 |
+
"loss": 0.9274,
|
900 |
+
"step": 3075
|
901 |
+
},
|
902 |
+
{
|
903 |
+
"epoch": 1.43,
|
904 |
+
"grad_norm": 12.049752235412598,
|
905 |
+
"learning_rate": 4.222222222222223e-06,
|
906 |
+
"loss": 0.9581,
|
907 |
+
"step": 3100
|
908 |
+
},
|
909 |
+
{
|
910 |
+
"epoch": 1.44,
|
911 |
+
"grad_norm": 13.890820503234863,
|
912 |
+
"learning_rate": 4.166666666666667e-06,
|
913 |
+
"loss": 0.8945,
|
914 |
+
"step": 3125
|
915 |
+
},
|
916 |
+
{
|
917 |
+
"epoch": 1.46,
|
918 |
+
"grad_norm": 16.04409408569336,
|
919 |
+
"learning_rate": 4.111111111111111e-06,
|
920 |
+
"loss": 0.8455,
|
921 |
+
"step": 3150
|
922 |
+
},
|
923 |
+
{
|
924 |
+
"epoch": 1.47,
|
925 |
+
"grad_norm": 14.720856666564941,
|
926 |
+
"learning_rate": 4.055555555555556e-06,
|
927 |
+
"loss": 0.8707,
|
928 |
+
"step": 3175
|
929 |
+
},
|
930 |
+
{
|
931 |
+
"epoch": 1.48,
|
932 |
+
"grad_norm": 23.8120174407959,
|
933 |
+
"learning_rate": 4.000000000000001e-06,
|
934 |
+
"loss": 0.9138,
|
935 |
+
"step": 3200
|
936 |
+
},
|
937 |
+
{
|
938 |
+
"epoch": 1.49,
|
939 |
+
"grad_norm": 19.527795791625977,
|
940 |
+
"learning_rate": 3.944444444444445e-06,
|
941 |
+
"loss": 0.8293,
|
942 |
+
"step": 3225
|
943 |
+
},
|
944 |
+
{
|
945 |
+
"epoch": 1.5,
|
946 |
+
"grad_norm": 16.076868057250977,
|
947 |
+
"learning_rate": 3.88888888888889e-06,
|
948 |
+
"loss": 0.8586,
|
949 |
+
"step": 3250
|
950 |
+
},
|
951 |
+
{
|
952 |
+
"epoch": 1.51,
|
953 |
+
"grad_norm": 18.909570693969727,
|
954 |
+
"learning_rate": 3.833333333333334e-06,
|
955 |
+
"loss": 0.9239,
|
956 |
+
"step": 3275
|
957 |
+
},
|
958 |
+
{
|
959 |
+
"epoch": 1.53,
|
960 |
+
"grad_norm": 20.29988670349121,
|
961 |
+
"learning_rate": 3.777777777777778e-06,
|
962 |
+
"loss": 0.8682,
|
963 |
+
"step": 3300
|
964 |
+
},
|
965 |
+
{
|
966 |
+
"epoch": 1.54,
|
967 |
+
"grad_norm": 15.01752758026123,
|
968 |
+
"learning_rate": 3.7222222222222225e-06,
|
969 |
+
"loss": 0.8631,
|
970 |
+
"step": 3325
|
971 |
+
},
|
972 |
+
{
|
973 |
+
"epoch": 1.55,
|
974 |
+
"grad_norm": 14.974254608154297,
|
975 |
+
"learning_rate": 3.6666666666666666e-06,
|
976 |
+
"loss": 0.8882,
|
977 |
+
"step": 3350
|
978 |
+
},
|
979 |
+
{
|
980 |
+
"epoch": 1.56,
|
981 |
+
"grad_norm": 15.673378944396973,
|
982 |
+
"learning_rate": 3.6111111111111115e-06,
|
983 |
+
"loss": 0.958,
|
984 |
+
"step": 3375
|
985 |
+
},
|
986 |
+
{
|
987 |
+
"epoch": 1.57,
|
988 |
+
"grad_norm": 20.833036422729492,
|
989 |
+
"learning_rate": 3.555555555555556e-06,
|
990 |
+
"loss": 0.8278,
|
991 |
+
"step": 3400
|
992 |
+
},
|
993 |
+
{
|
994 |
+
"epoch": 1.58,
|
995 |
+
"grad_norm": 15.56125545501709,
|
996 |
+
"learning_rate": 3.5e-06,
|
997 |
+
"loss": 0.8853,
|
998 |
+
"step": 3425
|
999 |
+
},
|
1000 |
+
{
|
1001 |
+
"epoch": 1.6,
|
1002 |
+
"grad_norm": 13.465311050415039,
|
1003 |
+
"learning_rate": 3.444444444444445e-06,
|
1004 |
+
"loss": 0.8877,
|
1005 |
+
"step": 3450
|
1006 |
+
},
|
1007 |
+
{
|
1008 |
+
"epoch": 1.61,
|
1009 |
+
"grad_norm": 19.25458335876465,
|
1010 |
+
"learning_rate": 3.3888888888888893e-06,
|
1011 |
+
"loss": 0.8935,
|
1012 |
+
"step": 3475
|
1013 |
+
},
|
1014 |
+
{
|
1015 |
+
"epoch": 1.62,
|
1016 |
+
"grad_norm": 17.35223960876465,
|
1017 |
+
"learning_rate": 3.3333333333333333e-06,
|
1018 |
+
"loss": 0.8421,
|
1019 |
+
"step": 3500
|
1020 |
+
},
|
1021 |
+
{
|
1022 |
+
"epoch": 1.63,
|
1023 |
+
"grad_norm": 17.846412658691406,
|
1024 |
+
"learning_rate": 3.277777777777778e-06,
|
1025 |
+
"loss": 0.791,
|
1026 |
+
"step": 3525
|
1027 |
+
},
|
1028 |
+
{
|
1029 |
+
"epoch": 1.64,
|
1030 |
+
"grad_norm": 12.937151908874512,
|
1031 |
+
"learning_rate": 3.2222222222222227e-06,
|
1032 |
+
"loss": 0.811,
|
1033 |
+
"step": 3550
|
1034 |
+
},
|
1035 |
+
{
|
1036 |
+
"epoch": 1.65,
|
1037 |
+
"grad_norm": 19.468202590942383,
|
1038 |
+
"learning_rate": 3.1666666666666667e-06,
|
1039 |
+
"loss": 0.8527,
|
1040 |
+
"step": 3575
|
1041 |
+
},
|
1042 |
+
{
|
1043 |
+
"epoch": 1.66,
|
1044 |
+
"grad_norm": 14.417373657226562,
|
1045 |
+
"learning_rate": 3.1111111111111116e-06,
|
1046 |
+
"loss": 0.8507,
|
1047 |
+
"step": 3600
|
1048 |
+
},
|
1049 |
+
{
|
1050 |
+
"epoch": 1.68,
|
1051 |
+
"grad_norm": 19.41051483154297,
|
1052 |
+
"learning_rate": 3.055555555555556e-06,
|
1053 |
+
"loss": 0.8945,
|
1054 |
+
"step": 3625
|
1055 |
+
},
|
1056 |
+
{
|
1057 |
+
"epoch": 1.69,
|
1058 |
+
"grad_norm": 17.270503997802734,
|
1059 |
+
"learning_rate": 3e-06,
|
1060 |
+
"loss": 0.8866,
|
1061 |
+
"step": 3650
|
1062 |
+
},
|
1063 |
+
{
|
1064 |
+
"epoch": 1.7,
|
1065 |
+
"grad_norm": 15.31128215789795,
|
1066 |
+
"learning_rate": 2.944444444444445e-06,
|
1067 |
+
"loss": 0.8862,
|
1068 |
+
"step": 3675
|
1069 |
+
},
|
1070 |
+
{
|
1071 |
+
"epoch": 1.71,
|
1072 |
+
"grad_norm": 16.625324249267578,
|
1073 |
+
"learning_rate": 2.888888888888889e-06,
|
1074 |
+
"loss": 0.8744,
|
1075 |
+
"step": 3700
|
1076 |
+
},
|
1077 |
+
{
|
1078 |
+
"epoch": 1.72,
|
1079 |
+
"grad_norm": 23.434606552124023,
|
1080 |
+
"learning_rate": 2.8333333333333335e-06,
|
1081 |
+
"loss": 0.927,
|
1082 |
+
"step": 3725
|
1083 |
+
},
|
1084 |
+
{
|
1085 |
+
"epoch": 1.73,
|
1086 |
+
"grad_norm": 14.484862327575684,
|
1087 |
+
"learning_rate": 2.7777777777777783e-06,
|
1088 |
+
"loss": 0.8662,
|
1089 |
+
"step": 3750
|
1090 |
+
},
|
1091 |
+
{
|
1092 |
+
"epoch": 1.75,
|
1093 |
+
"grad_norm": 15.611286163330078,
|
1094 |
+
"learning_rate": 2.7222222222222224e-06,
|
1095 |
+
"loss": 0.8296,
|
1096 |
+
"step": 3775
|
1097 |
+
},
|
1098 |
+
{
|
1099 |
+
"epoch": 1.76,
|
1100 |
+
"grad_norm": 14.025354385375977,
|
1101 |
+
"learning_rate": 2.666666666666667e-06,
|
1102 |
+
"loss": 0.8567,
|
1103 |
+
"step": 3800
|
1104 |
+
},
|
1105 |
+
{
|
1106 |
+
"epoch": 1.77,
|
1107 |
+
"grad_norm": 17.058929443359375,
|
1108 |
+
"learning_rate": 2.6111111111111113e-06,
|
1109 |
+
"loss": 0.8872,
|
1110 |
+
"step": 3825
|
1111 |
+
},
|
1112 |
+
{
|
1113 |
+
"epoch": 1.78,
|
1114 |
+
"grad_norm": 18.206918716430664,
|
1115 |
+
"learning_rate": 2.5555555555555557e-06,
|
1116 |
+
"loss": 0.9316,
|
1117 |
+
"step": 3850
|
1118 |
+
},
|
1119 |
+
{
|
1120 |
+
"epoch": 1.79,
|
1121 |
+
"grad_norm": 14.466046333312988,
|
1122 |
+
"learning_rate": 2.5e-06,
|
1123 |
+
"loss": 0.8486,
|
1124 |
+
"step": 3875
|
1125 |
+
},
|
1126 |
+
{
|
1127 |
+
"epoch": 1.8,
|
1128 |
+
"grad_norm": 16.97430992126465,
|
1129 |
+
"learning_rate": 2.4444444444444447e-06,
|
1130 |
+
"loss": 0.8618,
|
1131 |
+
"step": 3900
|
1132 |
+
},
|
1133 |
+
{
|
1134 |
+
"epoch": 1.81,
|
1135 |
+
"grad_norm": 11.907506942749023,
|
1136 |
+
"learning_rate": 2.388888888888889e-06,
|
1137 |
+
"loss": 0.7407,
|
1138 |
+
"step": 3925
|
1139 |
+
},
|
1140 |
+
{
|
1141 |
+
"epoch": 1.83,
|
1142 |
+
"grad_norm": 17.779897689819336,
|
1143 |
+
"learning_rate": 2.3333333333333336e-06,
|
1144 |
+
"loss": 0.762,
|
1145 |
+
"step": 3950
|
1146 |
+
},
|
1147 |
+
{
|
1148 |
+
"epoch": 1.84,
|
1149 |
+
"grad_norm": 14.020506858825684,
|
1150 |
+
"learning_rate": 2.277777777777778e-06,
|
1151 |
+
"loss": 0.8425,
|
1152 |
+
"step": 3975
|
1153 |
+
},
|
1154 |
+
{
|
1155 |
+
"epoch": 1.85,
|
1156 |
+
"grad_norm": 15.239115715026855,
|
1157 |
+
"learning_rate": 2.222222222222222e-06,
|
1158 |
+
"loss": 0.8402,
|
1159 |
+
"step": 4000
|
1160 |
+
},
|
1161 |
+
{
|
1162 |
+
"epoch": 1.85,
|
1163 |
+
"eval_cer": 53.700996775354604,
|
1164 |
+
"eval_loss": 1.0890547037124634,
|
1165 |
+
"eval_runtime": 1101.5884,
|
1166 |
+
"eval_samples_per_second": 3.927,
|
1167 |
+
"eval_steps_per_second": 0.491,
|
1168 |
+
"eval_wer": 75.64947360448383,
|
1169 |
+
"step": 4000
|
1170 |
+
},
|
1171 |
+
{
|
1172 |
+
"epoch": 1.86,
|
1173 |
+
"grad_norm": 16.369224548339844,
|
1174 |
+
"learning_rate": 2.166666666666667e-06,
|
1175 |
+
"loss": 0.9486,
|
1176 |
+
"step": 4025
|
1177 |
+
},
|
1178 |
+
{
|
1179 |
+
"epoch": 1.87,
|
1180 |
+
"grad_norm": 13.583636283874512,
|
1181 |
+
"learning_rate": 2.1111111111111114e-06,
|
1182 |
+
"loss": 0.8256,
|
1183 |
+
"step": 4050
|
1184 |
+
},
|
1185 |
+
{
|
1186 |
+
"epoch": 1.88,
|
1187 |
+
"grad_norm": 11.406463623046875,
|
1188 |
+
"learning_rate": 2.0555555555555555e-06,
|
1189 |
+
"loss": 0.7751,
|
1190 |
+
"step": 4075
|
1191 |
+
},
|
1192 |
+
{
|
1193 |
+
"epoch": 1.9,
|
1194 |
+
"grad_norm": 17.16242790222168,
|
1195 |
+
"learning_rate": 2.0000000000000003e-06,
|
1196 |
+
"loss": 0.777,
|
1197 |
+
"step": 4100
|
1198 |
+
},
|
1199 |
+
{
|
1200 |
+
"epoch": 1.91,
|
1201 |
+
"grad_norm": 10.725821495056152,
|
1202 |
+
"learning_rate": 1.944444444444445e-06,
|
1203 |
+
"loss": 0.7842,
|
1204 |
+
"step": 4125
|
1205 |
+
},
|
1206 |
+
{
|
1207 |
+
"epoch": 1.92,
|
1208 |
+
"grad_norm": 18.373470306396484,
|
1209 |
+
"learning_rate": 1.888888888888889e-06,
|
1210 |
+
"loss": 0.7934,
|
1211 |
+
"step": 4150
|
1212 |
+
},
|
1213 |
+
{
|
1214 |
+
"epoch": 1.93,
|
1215 |
+
"grad_norm": 19.23195457458496,
|
1216 |
+
"learning_rate": 1.8333333333333333e-06,
|
1217 |
+
"loss": 0.9092,
|
1218 |
+
"step": 4175
|
1219 |
+
},
|
1220 |
+
{
|
1221 |
+
"epoch": 1.94,
|
1222 |
+
"grad_norm": 16.823266983032227,
|
1223 |
+
"learning_rate": 1.777777777777778e-06,
|
1224 |
+
"loss": 0.8693,
|
1225 |
+
"step": 4200
|
1226 |
+
},
|
1227 |
+
{
|
1228 |
+
"epoch": 1.95,
|
1229 |
+
"grad_norm": 17.290674209594727,
|
1230 |
+
"learning_rate": 1.7222222222222224e-06,
|
1231 |
+
"loss": 0.8973,
|
1232 |
+
"step": 4225
|
1233 |
+
},
|
1234 |
+
{
|
1235 |
+
"epoch": 1.96,
|
1236 |
+
"grad_norm": 17.71505355834961,
|
1237 |
+
"learning_rate": 1.6666666666666667e-06,
|
1238 |
+
"loss": 0.8385,
|
1239 |
+
"step": 4250
|
1240 |
+
},
|
1241 |
+
{
|
1242 |
+
"epoch": 1.98,
|
1243 |
+
"grad_norm": 16.774585723876953,
|
1244 |
+
"learning_rate": 1.6111111111111113e-06,
|
1245 |
+
"loss": 0.7899,
|
1246 |
+
"step": 4275
|
1247 |
+
},
|
1248 |
+
{
|
1249 |
+
"epoch": 1.99,
|
1250 |
+
"grad_norm": 19.144384384155273,
|
1251 |
+
"learning_rate": 1.5555555555555558e-06,
|
1252 |
+
"loss": 0.9822,
|
1253 |
+
"step": 4300
|
1254 |
+
},
|
1255 |
+
{
|
1256 |
+
"epoch": 2.0,
|
1257 |
+
"grad_norm": 16.863649368286133,
|
1258 |
+
"learning_rate": 1.5e-06,
|
1259 |
+
"loss": 0.7994,
|
1260 |
+
"step": 4325
|
1261 |
+
},
|
1262 |
+
{
|
1263 |
+
"epoch": 2.01,
|
1264 |
+
"grad_norm": 13.130481719970703,
|
1265 |
+
"learning_rate": 1.4444444444444445e-06,
|
1266 |
+
"loss": 0.5804,
|
1267 |
+
"step": 4350
|
1268 |
+
},
|
1269 |
+
{
|
1270 |
+
"epoch": 2.02,
|
1271 |
+
"grad_norm": 19.954849243164062,
|
1272 |
+
"learning_rate": 1.3888888888888892e-06,
|
1273 |
+
"loss": 0.7005,
|
1274 |
+
"step": 4375
|
1275 |
+
},
|
1276 |
+
{
|
1277 |
+
"epoch": 2.03,
|
1278 |
+
"grad_norm": 16.30689811706543,
|
1279 |
+
"learning_rate": 1.3333333333333334e-06,
|
1280 |
+
"loss": 0.6735,
|
1281 |
+
"step": 4400
|
1282 |
+
},
|
1283 |
+
{
|
1284 |
+
"epoch": 2.05,
|
1285 |
+
"grad_norm": 12.148699760437012,
|
1286 |
+
"learning_rate": 1.2777777777777779e-06,
|
1287 |
+
"loss": 0.6317,
|
1288 |
+
"step": 4425
|
1289 |
+
},
|
1290 |
+
{
|
1291 |
+
"epoch": 2.06,
|
1292 |
+
"grad_norm": 9.524985313415527,
|
1293 |
+
"learning_rate": 1.2222222222222223e-06,
|
1294 |
+
"loss": 0.5642,
|
1295 |
+
"step": 4450
|
1296 |
+
},
|
1297 |
+
{
|
1298 |
+
"epoch": 2.07,
|
1299 |
+
"grad_norm": 17.790037155151367,
|
1300 |
+
"learning_rate": 1.1666666666666668e-06,
|
1301 |
+
"loss": 0.5801,
|
1302 |
+
"step": 4475
|
1303 |
+
},
|
1304 |
+
{
|
1305 |
+
"epoch": 2.08,
|
1306 |
+
"grad_norm": 11.228938102722168,
|
1307 |
+
"learning_rate": 1.111111111111111e-06,
|
1308 |
+
"loss": 0.7253,
|
1309 |
+
"step": 4500
|
1310 |
+
},
|
1311 |
+
{
|
1312 |
+
"epoch": 2.09,
|
1313 |
+
"grad_norm": 15.2631254196167,
|
1314 |
+
"learning_rate": 1.0555555555555557e-06,
|
1315 |
+
"loss": 0.6465,
|
1316 |
+
"step": 4525
|
1317 |
+
},
|
1318 |
+
{
|
1319 |
+
"epoch": 2.1,
|
1320 |
+
"grad_norm": 20.890735626220703,
|
1321 |
+
"learning_rate": 1.0000000000000002e-06,
|
1322 |
+
"loss": 0.6849,
|
1323 |
+
"step": 4550
|
1324 |
+
},
|
1325 |
+
{
|
1326 |
+
"epoch": 2.12,
|
1327 |
+
"grad_norm": 15.065770149230957,
|
1328 |
+
"learning_rate": 9.444444444444445e-07,
|
1329 |
+
"loss": 0.5892,
|
1330 |
+
"step": 4575
|
1331 |
+
},
|
1332 |
+
{
|
1333 |
+
"epoch": 2.13,
|
1334 |
+
"grad_norm": 10.663036346435547,
|
1335 |
+
"learning_rate": 8.88888888888889e-07,
|
1336 |
+
"loss": 0.5681,
|
1337 |
+
"step": 4600
|
1338 |
+
},
|
1339 |
+
{
|
1340 |
+
"epoch": 2.14,
|
1341 |
+
"grad_norm": 17.5535831451416,
|
1342 |
+
"learning_rate": 8.333333333333333e-07,
|
1343 |
+
"loss": 0.6496,
|
1344 |
+
"step": 4625
|
1345 |
+
},
|
1346 |
+
{
|
1347 |
+
"epoch": 2.15,
|
1348 |
+
"grad_norm": 14.98912239074707,
|
1349 |
+
"learning_rate": 7.777777777777779e-07,
|
1350 |
+
"loss": 0.6773,
|
1351 |
+
"step": 4650
|
1352 |
+
},
|
1353 |
+
{
|
1354 |
+
"epoch": 2.16,
|
1355 |
+
"grad_norm": 14.315783500671387,
|
1356 |
+
"learning_rate": 7.222222222222222e-07,
|
1357 |
+
"loss": 0.6852,
|
1358 |
+
"step": 4675
|
1359 |
+
},
|
1360 |
+
{
|
1361 |
+
"epoch": 2.17,
|
1362 |
+
"grad_norm": 17.369815826416016,
|
1363 |
+
"learning_rate": 6.666666666666667e-07,
|
1364 |
+
"loss": 0.6886,
|
1365 |
+
"step": 4700
|
1366 |
+
},
|
1367 |
+
{
|
1368 |
+
"epoch": 2.18,
|
1369 |
+
"grad_norm": 9.153715133666992,
|
1370 |
+
"learning_rate": 6.111111111111112e-07,
|
1371 |
+
"loss": 0.6393,
|
1372 |
+
"step": 4725
|
1373 |
+
},
|
1374 |
+
{
|
1375 |
+
"epoch": 2.2,
|
1376 |
+
"grad_norm": 7.958740234375,
|
1377 |
+
"learning_rate": 5.555555555555555e-07,
|
1378 |
+
"loss": 0.6516,
|
1379 |
+
"step": 4750
|
1380 |
+
},
|
1381 |
+
{
|
1382 |
+
"epoch": 2.21,
|
1383 |
+
"grad_norm": 12.058722496032715,
|
1384 |
+
"learning_rate": 5.000000000000001e-07,
|
1385 |
+
"loss": 0.6594,
|
1386 |
+
"step": 4775
|
1387 |
+
},
|
1388 |
+
{
|
1389 |
+
"epoch": 2.22,
|
1390 |
+
"grad_norm": 10.650951385498047,
|
1391 |
+
"learning_rate": 4.444444444444445e-07,
|
1392 |
+
"loss": 0.6383,
|
1393 |
+
"step": 4800
|
1394 |
+
},
|
1395 |
+
{
|
1396 |
+
"epoch": 2.23,
|
1397 |
+
"grad_norm": 9.111865043640137,
|
1398 |
+
"learning_rate": 3.8888888888888895e-07,
|
1399 |
+
"loss": 0.5531,
|
1400 |
+
"step": 4825
|
1401 |
+
},
|
1402 |
+
{
|
1403 |
+
"epoch": 2.24,
|
1404 |
+
"grad_norm": 15.841039657592773,
|
1405 |
+
"learning_rate": 3.3333333333333335e-07,
|
1406 |
+
"loss": 0.6738,
|
1407 |
+
"step": 4850
|
1408 |
+
},
|
1409 |
+
{
|
1410 |
+
"epoch": 2.25,
|
1411 |
+
"grad_norm": 16.60221290588379,
|
1412 |
+
"learning_rate": 2.7777777777777776e-07,
|
1413 |
+
"loss": 0.643,
|
1414 |
+
"step": 4875
|
1415 |
+
},
|
1416 |
+
{
|
1417 |
+
"epoch": 2.27,
|
1418 |
+
"grad_norm": 17.007307052612305,
|
1419 |
+
"learning_rate": 2.2222222222222224e-07,
|
1420 |
+
"loss": 0.6843,
|
1421 |
+
"step": 4900
|
1422 |
+
},
|
1423 |
+
{
|
1424 |
+
"epoch": 2.28,
|
1425 |
+
"grad_norm": 13.0649995803833,
|
1426 |
+
"learning_rate": 1.6666666666666668e-07,
|
1427 |
+
"loss": 0.6416,
|
1428 |
+
"step": 4925
|
1429 |
+
},
|
1430 |
+
{
|
1431 |
+
"epoch": 2.29,
|
1432 |
+
"grad_norm": 15.913739204406738,
|
1433 |
+
"learning_rate": 1.1111111111111112e-07,
|
1434 |
+
"loss": 0.6124,
|
1435 |
+
"step": 4950
|
1436 |
+
},
|
1437 |
+
{
|
1438 |
+
"epoch": 2.3,
|
1439 |
+
"grad_norm": 17.32563018798828,
|
1440 |
+
"learning_rate": 5.555555555555556e-08,
|
1441 |
+
"loss": 0.6627,
|
1442 |
+
"step": 4975
|
1443 |
+
},
|
1444 |
+
{
|
1445 |
+
"epoch": 2.31,
|
1446 |
+
"grad_norm": 16.87995147705078,
|
1447 |
+
"learning_rate": 0.0,
|
1448 |
+
"loss": 0.6894,
|
1449 |
+
"step": 5000
|
1450 |
+
},
|
1451 |
+
{
|
1452 |
+
"epoch": 2.31,
|
1453 |
+
"eval_cer": 57.09752532338271,
|
1454 |
+
"eval_loss": 1.100616455078125,
|
1455 |
+
"eval_runtime": 1127.1011,
|
1456 |
+
"eval_samples_per_second": 3.838,
|
1457 |
+
"eval_steps_per_second": 0.48,
|
1458 |
+
"eval_wer": 79.2130576384155,
|
1459 |
+
"step": 5000
|
1460 |
+
}
|
1461 |
+
],
|
1462 |
+
"logging_steps": 25,
|
1463 |
+
"max_steps": 5000,
|
1464 |
+
"num_input_tokens_seen": 0,
|
1465 |
+
"num_train_epochs": 3,
|
1466 |
+
"save_steps": 1000,
|
1467 |
+
"total_flos": 1.154283884199936e+19,
|
1468 |
+
"train_batch_size": 8,
|
1469 |
+
"trial_name": null,
|
1470 |
+
"trial_params": null
|
1471 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7ee1c50a854875299e053cc3fb67b3f9666f6797c74acd8cd9c75b1d184980b4
|
3 |
+
size 4655
|