Hugging Face's logo

ihanif
/
whisper_small_ps_augmented

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
Pashto
whisper
whisper-event
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
ihanif commited on
Commit
c22d5b9
•
1 Parent(s): 9f0a12a

Training in progress, step 400

Browse files
Files changed (11) hide show
  1. checkpoint-400/config.json +42 -0
  2. checkpoint-400/optimizer.pt +3 -0
  3. checkpoint-400/preprocessor_config.json +0 -0
  4. checkpoint-400/pytorch_model.bin +3 -0
  5. checkpoint-400/rng_state.pth +3 -0
  6. checkpoint-400/scaler.pt +3 -0
  7. checkpoint-400/scheduler.pt +3 -0
  8. checkpoint-400/trainer_state.json +296 -0
  9. checkpoint-400/training_args.bin +3 -0
  10. pytorch_model.bin +1 -1
  11. runs/Dec20_20-28-50_129-146-32-172/events.out.tfevents.1671568135.129-146-32-172.151517.0 +2 -2
checkpoint-400/config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "openai/whisper-small",
3
+ "activation_dropout": 0.0,
4
+ "activation_function": "gelu",
5
+ "architectures": [
6
+ "WhisperForConditionalGeneration"
7
+ ],
8
+ "attention_dropout": 0.0,
9
+ "begin_suppress_tokens": [
10
+ 220,
11
+ 50257
12
+ ],
13
+ "bos_token_id": 50257,
14
+ "d_model": 768,
15
+ "decoder_attention_heads": 12,
16
+ "decoder_ffn_dim": 3072,
17
+ "decoder_layerdrop": 0.0,
18
+ "decoder_layers": 12,
19
+ "decoder_start_token_id": 50258,
20
+ "dropout": 0.0,
21
+ "encoder_attention_heads": 12,
22
+ "encoder_ffn_dim": 3072,
23
+ "encoder_layerdrop": 0.0,
24
+ "encoder_layers": 12,
25
+ "eos_token_id": 50257,
26
+ "forced_decoder_ids": null,
27
+ "init_std": 0.02,
28
+ "is_encoder_decoder": true,
29
+ "max_length": 448,
30
+ "max_source_positions": 1500,
31
+ "max_target_positions": 448,
32
+ "model_type": "whisper",
33
+ "num_hidden_layers": 12,
34
+ "num_mel_bins": 80,
35
+ "pad_token_id": 50257,
36
+ "scale_embedding": false,
37
+ "suppress_tokens": [],
38
+ "torch_dtype": "float32",
39
+ "transformers_version": "4.26.0.dev0",
40
+ "use_cache": false,
41
+ "vocab_size": 51865
42
+ }
checkpoint-400/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfdfc3bb2483b0b536df6078cabab2d0b260a0b45c36601bd0f403d079a454f2
3
+ size 1934161093
checkpoint-400/preprocessor_config.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-400/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c5bc086a6f8d160613b04b868b683e179e08c697d4097c9b4cfd36a9b2703f9
3
+ size 967102601
checkpoint-400/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45cbff07f7bddb20b91ff21fe585894391269f4881d6f895a31d343d2c2d1356
3
+ size 14575
checkpoint-400/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7af1119472dbe780b3b959cc831abfa180fa1f863cefdc273a6ad5fa4b8e5ca
3
+ size 557
checkpoint-400/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78d25e8896f8b18da5411846b5c9569e82451c33e5bfb07d1ba9074ae4a5c28a
3
+ size 627
checkpoint-400/trainer_state.json ADDED
@@ -0,0 +1,296 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 49.03147699757869,
3
+ "best_model_checkpoint": "./checkpoint-400",
4
+ "epoch": 9.51764705882353,
5
+ "global_step": 400,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.24,
12
+ "learning_rate": 2.666666666666667e-06,
13
+ "loss": 4.3134,
14
+ "step": 10
15
+ },
16
+ {
17
+ "epoch": 0.47,
18
+ "learning_rate": 6e-06,
19
+ "loss": 2.9329,
20
+ "step": 20
21
+ },
22
+ {
23
+ "epoch": 0.71,
24
+ "learning_rate": 9.333333333333334e-06,
25
+ "loss": 2.0584,
26
+ "step": 30
27
+ },
28
+ {
29
+ "epoch": 0.94,
30
+ "learning_rate": 9.829787234042554e-06,
31
+ "loss": 1.566,
32
+ "step": 40
33
+ },
34
+ {
35
+ "epoch": 1.19,
36
+ "learning_rate": 9.617021276595745e-06,
37
+ "loss": 1.3777,
38
+ "step": 50
39
+ },
40
+ {
41
+ "epoch": 1.42,
42
+ "learning_rate": 9.404255319148937e-06,
43
+ "loss": 1.1469,
44
+ "step": 60
45
+ },
46
+ {
47
+ "epoch": 1.66,
48
+ "learning_rate": 9.191489361702128e-06,
49
+ "loss": 1.0638,
50
+ "step": 70
51
+ },
52
+ {
53
+ "epoch": 1.89,
54
+ "learning_rate": 8.97872340425532e-06,
55
+ "loss": 0.9974,
56
+ "step": 80
57
+ },
58
+ {
59
+ "epoch": 2.14,
60
+ "learning_rate": 8.765957446808512e-06,
61
+ "loss": 0.9615,
62
+ "step": 90
63
+ },
64
+ {
65
+ "epoch": 2.38,
66
+ "learning_rate": 8.553191489361703e-06,
67
+ "loss": 0.8262,
68
+ "step": 100
69
+ },
70
+ {
71
+ "epoch": 2.38,
72
+ "eval_cer": 149.33157314260887,
73
+ "eval_loss": 0.8188337683677673,
74
+ "eval_runtime": 459.9395,
75
+ "eval_samples_per_second": 1.113,
76
+ "eval_steps_per_second": 0.139,
77
+ "eval_wer": 146.85230024213075,
78
+ "step": 100
79
+ },
80
+ {
81
+ "epoch": 2.61,
82
+ "learning_rate": 8.340425531914894e-06,
83
+ "loss": 0.7986,
84
+ "step": 110
85
+ },
86
+ {
87
+ "epoch": 2.85,
88
+ "learning_rate": 8.127659574468085e-06,
89
+ "loss": 0.7707,
90
+ "step": 120
91
+ },
92
+ {
93
+ "epoch": 3.09,
94
+ "learning_rate": 7.914893617021278e-06,
95
+ "loss": 0.7623,
96
+ "step": 130
97
+ },
98
+ {
99
+ "epoch": 3.33,
100
+ "learning_rate": 7.702127659574469e-06,
101
+ "loss": 0.6451,
102
+ "step": 140
103
+ },
104
+ {
105
+ "epoch": 3.56,
106
+ "learning_rate": 7.48936170212766e-06,
107
+ "loss": 0.6205,
108
+ "step": 150
109
+ },
110
+ {
111
+ "epoch": 3.8,
112
+ "learning_rate": 7.2765957446808524e-06,
113
+ "loss": 0.6097,
114
+ "step": 160
115
+ },
116
+ {
117
+ "epoch": 4.05,
118
+ "learning_rate": 7.0638297872340434e-06,
119
+ "loss": 0.6217,
120
+ "step": 170
121
+ },
122
+ {
123
+ "epoch": 4.28,
124
+ "learning_rate": 6.8510638297872344e-06,
125
+ "loss": 0.4584,
126
+ "step": 180
127
+ },
128
+ {
129
+ "epoch": 4.52,
130
+ "learning_rate": 6.6382978723404254e-06,
131
+ "loss": 0.4929,
132
+ "step": 190
133
+ },
134
+ {
135
+ "epoch": 4.75,
136
+ "learning_rate": 6.425531914893618e-06,
137
+ "loss": 0.4843,
138
+ "step": 200
139
+ },
140
+ {
141
+ "epoch": 4.75,
142
+ "eval_cer": 22.099862972494236,
143
+ "eval_loss": 0.6699215173721313,
144
+ "eval_runtime": 1062.3991,
145
+ "eval_samples_per_second": 0.482,
146
+ "eval_steps_per_second": 0.06,
147
+ "eval_wer": 52.66343825665859,
148
+ "step": 200
149
+ },
150
+ {
151
+ "epoch": 4.99,
152
+ "learning_rate": 6.212765957446809e-06,
153
+ "loss": 0.4678,
154
+ "step": 210
155
+ },
156
+ {
157
+ "epoch": 5.24,
158
+ "learning_rate": 6e-06,
159
+ "loss": 0.4014,
160
+ "step": 220
161
+ },
162
+ {
163
+ "epoch": 5.47,
164
+ "learning_rate": 5.787234042553191e-06,
165
+ "loss": 0.3926,
166
+ "step": 230
167
+ },
168
+ {
169
+ "epoch": 5.71,
170
+ "learning_rate": 5.574468085106384e-06,
171
+ "loss": 0.3806,
172
+ "step": 240
173
+ },
174
+ {
175
+ "epoch": 5.94,
176
+ "learning_rate": 5.361702127659575e-06,
177
+ "loss": 0.3855,
178
+ "step": 250
179
+ },
180
+ {
181
+ "epoch": 6.19,
182
+ "learning_rate": 5.148936170212766e-06,
183
+ "loss": 0.3478,
184
+ "step": 260
185
+ },
186
+ {
187
+ "epoch": 6.42,
188
+ "learning_rate": 4.936170212765958e-06,
189
+ "loss": 0.3078,
190
+ "step": 270
191
+ },
192
+ {
193
+ "epoch": 6.66,
194
+ "learning_rate": 4.7234042553191496e-06,
195
+ "loss": 0.3147,
196
+ "step": 280
197
+ },
198
+ {
199
+ "epoch": 6.89,
200
+ "learning_rate": 4.5106382978723406e-06,
201
+ "loss": 0.3213,
202
+ "step": 290
203
+ },
204
+ {
205
+ "epoch": 7.14,
206
+ "learning_rate": 4.297872340425532e-06,
207
+ "loss": 0.287,
208
+ "step": 300
209
+ },
210
+ {
211
+ "epoch": 7.14,
212
+ "eval_cer": 20.677784833394604,
213
+ "eval_loss": 0.6913720369338989,
214
+ "eval_runtime": 1003.603,
215
+ "eval_samples_per_second": 0.51,
216
+ "eval_steps_per_second": 0.064,
217
+ "eval_wer": 50.13619854721549,
218
+ "step": 300
219
+ },
220
+ {
221
+ "epoch": 7.38,
222
+ "learning_rate": 4.085106382978723e-06,
223
+ "loss": 0.2602,
224
+ "step": 310
225
+ },
226
+ {
227
+ "epoch": 7.61,
228
+ "learning_rate": 3.872340425531915e-06,
229
+ "loss": 0.2612,
230
+ "step": 320
231
+ },
232
+ {
233
+ "epoch": 7.85,
234
+ "learning_rate": 3.6595744680851063e-06,
235
+ "loss": 0.2618,
236
+ "step": 330
237
+ },
238
+ {
239
+ "epoch": 8.09,
240
+ "learning_rate": 3.446808510638298e-06,
241
+ "loss": 0.2494,
242
+ "step": 340
243
+ },
244
+ {
245
+ "epoch": 8.33,
246
+ "learning_rate": 3.23404255319149e-06,
247
+ "loss": 0.2123,
248
+ "step": 350
249
+ },
250
+ {
251
+ "epoch": 8.56,
252
+ "learning_rate": 3.021276595744681e-06,
253
+ "loss": 0.2173,
254
+ "step": 360
255
+ },
256
+ {
257
+ "epoch": 8.8,
258
+ "learning_rate": 2.808510638297873e-06,
259
+ "loss": 0.2093,
260
+ "step": 370
261
+ },
262
+ {
263
+ "epoch": 9.05,
264
+ "learning_rate": 2.595744680851064e-06,
265
+ "loss": 0.2209,
266
+ "step": 380
267
+ },
268
+ {
269
+ "epoch": 9.28,
270
+ "learning_rate": 2.3829787234042557e-06,
271
+ "loss": 0.1742,
272
+ "step": 390
273
+ },
274
+ {
275
+ "epoch": 9.52,
276
+ "learning_rate": 2.170212765957447e-06,
277
+ "loss": 0.1828,
278
+ "step": 400
279
+ },
280
+ {
281
+ "epoch": 9.52,
282
+ "eval_cer": 20.460546104742487,
283
+ "eval_loss": 0.7369570136070251,
284
+ "eval_runtime": 1004.0546,
285
+ "eval_samples_per_second": 0.51,
286
+ "eval_steps_per_second": 0.064,
287
+ "eval_wer": 49.03147699757869,
288
+ "step": 400
289
+ }
290
+ ],
291
+ "max_steps": 500,
292
+ "num_train_epochs": 12,
293
+ "total_flos": 7.44752342605824e+18,
294
+ "trial_name": null,
295
+ "trial_params": null
296
+ }
checkpoint-400/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5518cd575512706c66c89476ae9c64328c1bcac98ec06151bdc9afebf6c503fb
3
+ size 3643
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:18928fdec4a6f78c294cc9f60f25b8acac276650309efc21ceb0ecf42f321cb0
3
  size 967102601
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c5bc086a6f8d160613b04b868b683e179e08c697d4097c9b4cfd36a9b2703f9
3
  size 967102601
runs/Dec20_20-28-50_129-146-32-172/events.out.tfevents.1671568135.129-146-32-172.151517.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c9f730aa019c3fdfb3bb29b6c3bdc8df372194567bace669c0490525c9864f8b
3
- size 10049
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4693babda0f542dfd46b187dae3a23994ff4a8b8b78442d57548b1d90fc83f53
3
+ size 11984