AsemBadr commited on
Commit
6816205
1 Parent(s): a0f2f8c

Training in progress, step 2250, checkpoint

Browse files
checkpoint-2250/config.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/kaggle/input/whisper-small-final/the-final-whisper",
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": [
29
+ [
30
+ 1,
31
+ 50272
32
+ ],
33
+ [
34
+ 2,
35
+ 50359
36
+ ],
37
+ [
38
+ 3,
39
+ 50363
40
+ ]
41
+ ],
42
+ "init_std": 0.02,
43
+ "is_encoder_decoder": true,
44
+ "mask_feature_length": 10,
45
+ "mask_feature_min_masks": 0,
46
+ "mask_feature_prob": 0.0,
47
+ "mask_time_length": 10,
48
+ "mask_time_min_masks": 2,
49
+ "mask_time_prob": 0.05,
50
+ "max_length": 448,
51
+ "max_source_positions": 1500,
52
+ "max_target_positions": 448,
53
+ "median_filter_width": 7,
54
+ "model_type": "whisper",
55
+ "num_hidden_layers": 12,
56
+ "num_mel_bins": 80,
57
+ "pad_token_id": 50257,
58
+ "scale_embedding": false,
59
+ "suppress_tokens": [],
60
+ "torch_dtype": "float32",
61
+ "transformers_version": "4.40.0.dev0",
62
+ "use_cache": true,
63
+ "use_weighted_layer_sum": false,
64
+ "vocab_size": 51865
65
+ }
checkpoint-2250/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": "4.40.0.dev0"
265
+ }
checkpoint-2250/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:963734a8b13d842d95d65bc11ea9a79ff1a3fc0c8cdc19a4bf2165b55bfe48f5
3
+ size 966995080
checkpoint-2250/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5eb53562f4e343b41dc1e7ba2f3fc4b6bd976420250f60bb59e54a8efa63ca0
3
+ size 1925064044
checkpoint-2250/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
+ }
checkpoint-2250/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ace7bf75273425c632d11650dc4cef66359a96d0eb4abe198e3d52b07211a55
3
+ size 14244
checkpoint-2250/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee90f046892763e029f41c0f3f40ff8aee65bd4ab8120c8ff7e754e9296c2776
3
+ size 1064
checkpoint-2250/trainer_state.json ADDED
@@ -0,0 +1,813 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 12.803542297832674,
3
+ "best_model_checkpoint": "./the-final-whisper/checkpoint-2250",
4
+ "epoch": 3.7067545304777596,
5
+ "eval_steps": 125,
6
+ "global_step": 2250,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.04118616144975288,
13
+ "grad_norm": 52.4793701171875,
14
+ "learning_rate": 4.2000000000000006e-07,
15
+ "loss": 2.7503,
16
+ "step": 25
17
+ },
18
+ {
19
+ "epoch": 0.08237232289950576,
20
+ "grad_norm": 16.525333404541016,
21
+ "learning_rate": 9.200000000000001e-07,
22
+ "loss": 2.0994,
23
+ "step": 50
24
+ },
25
+ {
26
+ "epoch": 0.12355848434925865,
27
+ "grad_norm": 14.271560668945312,
28
+ "learning_rate": 1.42e-06,
29
+ "loss": 1.3213,
30
+ "step": 75
31
+ },
32
+ {
33
+ "epoch": 0.16474464579901152,
34
+ "grad_norm": 8.628070831298828,
35
+ "learning_rate": 1.9200000000000003e-06,
36
+ "loss": 0.7342,
37
+ "step": 100
38
+ },
39
+ {
40
+ "epoch": 0.20593080724876442,
41
+ "grad_norm": 8.307537078857422,
42
+ "learning_rate": 2.42e-06,
43
+ "loss": 0.5674,
44
+ "step": 125
45
+ },
46
+ {
47
+ "epoch": 0.20593080724876442,
48
+ "eval_loss": 0.6090311408042908,
49
+ "eval_runtime": 2805.8489,
50
+ "eval_samples_per_second": 1.442,
51
+ "eval_steps_per_second": 0.18,
52
+ "eval_wer": 45.15497553017945,
53
+ "step": 125
54
+ },
55
+ {
56
+ "epoch": 0.2471169686985173,
57
+ "grad_norm": 6.402714729309082,
58
+ "learning_rate": 2.92e-06,
59
+ "loss": 0.4853,
60
+ "step": 150
61
+ },
62
+ {
63
+ "epoch": 0.2883031301482702,
64
+ "grad_norm": 7.138896942138672,
65
+ "learning_rate": 3.4200000000000007e-06,
66
+ "loss": 0.424,
67
+ "step": 175
68
+ },
69
+ {
70
+ "epoch": 0.32948929159802304,
71
+ "grad_norm": 6.78637170791626,
72
+ "learning_rate": 3.920000000000001e-06,
73
+ "loss": 0.3443,
74
+ "step": 200
75
+ },
76
+ {
77
+ "epoch": 0.37067545304777594,
78
+ "grad_norm": 6.042959690093994,
79
+ "learning_rate": 4.42e-06,
80
+ "loss": 0.2769,
81
+ "step": 225
82
+ },
83
+ {
84
+ "epoch": 0.41186161449752884,
85
+ "grad_norm": 2.8671882152557373,
86
+ "learning_rate": 4.92e-06,
87
+ "loss": 0.1545,
88
+ "step": 250
89
+ },
90
+ {
91
+ "epoch": 0.41186161449752884,
92
+ "eval_loss": 0.18588024377822876,
93
+ "eval_runtime": 2810.3027,
94
+ "eval_samples_per_second": 1.439,
95
+ "eval_steps_per_second": 0.18,
96
+ "eval_wer": 30.12351433232347,
97
+ "step": 250
98
+ },
99
+ {
100
+ "epoch": 0.45304777594728174,
101
+ "grad_norm": 4.210362911224365,
102
+ "learning_rate": 5.420000000000001e-06,
103
+ "loss": 0.094,
104
+ "step": 275
105
+ },
106
+ {
107
+ "epoch": 0.4942339373970346,
108
+ "grad_norm": 3.7346065044403076,
109
+ "learning_rate": 5.92e-06,
110
+ "loss": 0.0858,
111
+ "step": 300
112
+ },
113
+ {
114
+ "epoch": 0.5354200988467874,
115
+ "grad_norm": 2.7393386363983154,
116
+ "learning_rate": 6.42e-06,
117
+ "loss": 0.0745,
118
+ "step": 325
119
+ },
120
+ {
121
+ "epoch": 0.5766062602965404,
122
+ "grad_norm": 2.8941423892974854,
123
+ "learning_rate": 6.92e-06,
124
+ "loss": 0.0631,
125
+ "step": 350
126
+ },
127
+ {
128
+ "epoch": 0.6177924217462932,
129
+ "grad_norm": 3.1176912784576416,
130
+ "learning_rate": 7.420000000000001e-06,
131
+ "loss": 0.0658,
132
+ "step": 375
133
+ },
134
+ {
135
+ "epoch": 0.6177924217462932,
136
+ "eval_loss": 0.1334521770477295,
137
+ "eval_runtime": 2821.0386,
138
+ "eval_samples_per_second": 1.434,
139
+ "eval_steps_per_second": 0.179,
140
+ "eval_wer": 22.91773479375437,
141
+ "step": 375
142
+ },
143
+ {
144
+ "epoch": 0.6589785831960461,
145
+ "grad_norm": 3.2934091091156006,
146
+ "learning_rate": 7.92e-06,
147
+ "loss": 0.0552,
148
+ "step": 400
149
+ },
150
+ {
151
+ "epoch": 0.700164744645799,
152
+ "grad_norm": 3.6386263370513916,
153
+ "learning_rate": 8.42e-06,
154
+ "loss": 0.0529,
155
+ "step": 425
156
+ },
157
+ {
158
+ "epoch": 0.7413509060955519,
159
+ "grad_norm": 1.1384811401367188,
160
+ "learning_rate": 8.920000000000001e-06,
161
+ "loss": 0.0418,
162
+ "step": 450
163
+ },
164
+ {
165
+ "epoch": 0.7825370675453048,
166
+ "grad_norm": 4.086984634399414,
167
+ "learning_rate": 9.42e-06,
168
+ "loss": 0.0493,
169
+ "step": 475
170
+ },
171
+ {
172
+ "epoch": 0.8237232289950577,
173
+ "grad_norm": 2.331613540649414,
174
+ "learning_rate": 9.920000000000002e-06,
175
+ "loss": 0.0378,
176
+ "step": 500
177
+ },
178
+ {
179
+ "epoch": 0.8237232289950577,
180
+ "eval_loss": 0.12090734392404556,
181
+ "eval_runtime": 2820.3109,
182
+ "eval_samples_per_second": 1.434,
183
+ "eval_steps_per_second": 0.179,
184
+ "eval_wer": 20.77837333954789,
185
+ "step": 500
186
+ },
187
+ {
188
+ "epoch": 0.8649093904448105,
189
+ "grad_norm": 2.7532379627227783,
190
+ "learning_rate": 9.58e-06,
191
+ "loss": 0.0365,
192
+ "step": 525
193
+ },
194
+ {
195
+ "epoch": 0.9060955518945635,
196
+ "grad_norm": 3.022937774658203,
197
+ "learning_rate": 9.080000000000001e-06,
198
+ "loss": 0.0414,
199
+ "step": 550
200
+ },
201
+ {
202
+ "epoch": 0.9472817133443163,
203
+ "grad_norm": 2.641817092895508,
204
+ "learning_rate": 8.580000000000001e-06,
205
+ "loss": 0.0319,
206
+ "step": 575
207
+ },
208
+ {
209
+ "epoch": 0.9884678747940692,
210
+ "grad_norm": 3.3846614360809326,
211
+ "learning_rate": 8.08e-06,
212
+ "loss": 0.0272,
213
+ "step": 600
214
+ },
215
+ {
216
+ "epoch": 1.029654036243822,
217
+ "grad_norm": 4.221302032470703,
218
+ "learning_rate": 7.58e-06,
219
+ "loss": 0.022,
220
+ "step": 625
221
+ },
222
+ {
223
+ "epoch": 1.029654036243822,
224
+ "eval_loss": 0.10999257117509842,
225
+ "eval_runtime": 2822.9012,
226
+ "eval_samples_per_second": 1.433,
227
+ "eval_steps_per_second": 0.179,
228
+ "eval_wer": 18.08436261943603,
229
+ "step": 625
230
+ },
231
+ {
232
+ "epoch": 1.0708401976935749,
233
+ "grad_norm": 4.843472480773926,
234
+ "learning_rate": 7.08e-06,
235
+ "loss": 0.021,
236
+ "step": 650
237
+ },
238
+ {
239
+ "epoch": 1.112026359143328,
240
+ "grad_norm": 1.8119359016418457,
241
+ "learning_rate": 6.5800000000000005e-06,
242
+ "loss": 0.0141,
243
+ "step": 675
244
+ },
245
+ {
246
+ "epoch": 1.1532125205930808,
247
+ "grad_norm": 1.112451195716858,
248
+ "learning_rate": 6.08e-06,
249
+ "loss": 0.0148,
250
+ "step": 700
251
+ },
252
+ {
253
+ "epoch": 1.1943986820428336,
254
+ "grad_norm": 0.6692703366279602,
255
+ "learning_rate": 5.580000000000001e-06,
256
+ "loss": 0.0126,
257
+ "step": 725
258
+ },
259
+ {
260
+ "epoch": 1.2355848434925865,
261
+ "grad_norm": 1.457305908203125,
262
+ "learning_rate": 5.0800000000000005e-06,
263
+ "loss": 0.0097,
264
+ "step": 750
265
+ },
266
+ {
267
+ "epoch": 1.2355848434925865,
268
+ "eval_loss": 0.09214470535516739,
269
+ "eval_runtime": 2819.3708,
270
+ "eval_samples_per_second": 1.435,
271
+ "eval_steps_per_second": 0.179,
272
+ "eval_wer": 15.441621999533908,
273
+ "step": 750
274
+ },
275
+ {
276
+ "epoch": 1.2767710049423393,
277
+ "grad_norm": 2.9795682430267334,
278
+ "learning_rate": 4.58e-06,
279
+ "loss": 0.0105,
280
+ "step": 775
281
+ },
282
+ {
283
+ "epoch": 1.3179571663920924,
284
+ "grad_norm": 1.0585089921951294,
285
+ "learning_rate": 4.08e-06,
286
+ "loss": 0.0083,
287
+ "step": 800
288
+ },
289
+ {
290
+ "epoch": 1.3591433278418452,
291
+ "grad_norm": 2.7793498039245605,
292
+ "learning_rate": 3.58e-06,
293
+ "loss": 0.0113,
294
+ "step": 825
295
+ },
296
+ {
297
+ "epoch": 1.400329489291598,
298
+ "grad_norm": 0.24739088118076324,
299
+ "learning_rate": 3.08e-06,
300
+ "loss": 0.0106,
301
+ "step": 850
302
+ },
303
+ {
304
+ "epoch": 1.441515650741351,
305
+ "grad_norm": 0.5349621176719666,
306
+ "learning_rate": 2.5800000000000003e-06,
307
+ "loss": 0.0078,
308
+ "step": 875
309
+ },
310
+ {
311
+ "epoch": 1.441515650741351,
312
+ "eval_loss": 0.08723945915699005,
313
+ "eval_runtime": 2823.033,
314
+ "eval_samples_per_second": 1.433,
315
+ "eval_steps_per_second": 0.179,
316
+ "eval_wer": 15.530179445350733,
317
+ "step": 875
318
+ },
319
+ {
320
+ "epoch": 1.4827018121911038,
321
+ "grad_norm": 3.1261961460113525,
322
+ "learning_rate": 2.08e-06,
323
+ "loss": 0.0098,
324
+ "step": 900
325
+ },
326
+ {
327
+ "epoch": 1.5238879736408566,
328
+ "grad_norm": 0.6137211322784424,
329
+ "learning_rate": 1.5800000000000001e-06,
330
+ "loss": 0.0092,
331
+ "step": 925
332
+ },
333
+ {
334
+ "epoch": 1.5650741350906094,
335
+ "grad_norm": 1.3198140859603882,
336
+ "learning_rate": 1.08e-06,
337
+ "loss": 0.0088,
338
+ "step": 950
339
+ },
340
+ {
341
+ "epoch": 1.6062602965403623,
342
+ "grad_norm": 0.7606719136238098,
343
+ "learning_rate": 5.800000000000001e-07,
344
+ "loss": 0.0132,
345
+ "step": 975
346
+ },
347
+ {
348
+ "epoch": 1.6474464579901154,
349
+ "grad_norm": 1.69697105884552,
350
+ "learning_rate": 8e-08,
351
+ "loss": 0.012,
352
+ "step": 1000
353
+ },
354
+ {
355
+ "epoch": 1.6474464579901154,
356
+ "eval_loss": 0.08294647186994553,
357
+ "eval_runtime": 2832.7593,
358
+ "eval_samples_per_second": 1.428,
359
+ "eval_steps_per_second": 0.179,
360
+ "eval_wer": 14.845024469820556,
361
+ "step": 1000
362
+ },
363
+ {
364
+ "epoch": 1.6886326194398682,
365
+ "grad_norm": 1.8255125284194946,
366
+ "learning_rate": 8.842222222222223e-06,
367
+ "loss": 0.0097,
368
+ "step": 1025
369
+ },
370
+ {
371
+ "epoch": 1.729818780889621,
372
+ "grad_norm": 1.6991933584213257,
373
+ "learning_rate": 8.786666666666668e-06,
374
+ "loss": 0.0128,
375
+ "step": 1050
376
+ },
377
+ {
378
+ "epoch": 1.771004942339374,
379
+ "grad_norm": 3.427128314971924,
380
+ "learning_rate": 8.73111111111111e-06,
381
+ "loss": 0.0127,
382
+ "step": 1075
383
+ },
384
+ {
385
+ "epoch": 1.812191103789127,
386
+ "grad_norm": 1.3395907878875732,
387
+ "learning_rate": 8.675555555555556e-06,
388
+ "loss": 0.0111,
389
+ "step": 1100
390
+ },
391
+ {
392
+ "epoch": 1.8533772652388798,
393
+ "grad_norm": 2.087146520614624,
394
+ "learning_rate": 8.62e-06,
395
+ "loss": 0.0098,
396
+ "step": 1125
397
+ },
398
+ {
399
+ "epoch": 1.8533772652388798,
400
+ "eval_loss": 0.09520899504423141,
401
+ "eval_runtime": 2831.8668,
402
+ "eval_samples_per_second": 1.428,
403
+ "eval_steps_per_second": 0.179,
404
+ "eval_wer": 16.11745513866232,
405
+ "step": 1125
406
+ },
407
+ {
408
+ "epoch": 1.8945634266886326,
409
+ "grad_norm": 1.362247109413147,
410
+ "learning_rate": 8.564444444444445e-06,
411
+ "loss": 0.0102,
412
+ "step": 1150
413
+ },
414
+ {
415
+ "epoch": 1.9357495881383855,
416
+ "grad_norm": 1.9441858530044556,
417
+ "learning_rate": 8.50888888888889e-06,
418
+ "loss": 0.012,
419
+ "step": 1175
420
+ },
421
+ {
422
+ "epoch": 1.9769357495881383,
423
+ "grad_norm": 1.1025640964508057,
424
+ "learning_rate": 8.453333333333334e-06,
425
+ "loss": 0.0094,
426
+ "step": 1200
427
+ },
428
+ {
429
+ "epoch": 2.018121911037891,
430
+ "grad_norm": 0.26811718940734863,
431
+ "learning_rate": 8.397777777777778e-06,
432
+ "loss": 0.0103,
433
+ "step": 1225
434
+ },
435
+ {
436
+ "epoch": 2.059308072487644,
437
+ "grad_norm": 0.3004502058029175,
438
+ "learning_rate": 8.342222222222222e-06,
439
+ "loss": 0.0038,
440
+ "step": 1250
441
+ },
442
+ {
443
+ "epoch": 2.059308072487644,
444
+ "eval_loss": 0.09276822954416275,
445
+ "eval_runtime": 2807.4549,
446
+ "eval_samples_per_second": 1.441,
447
+ "eval_steps_per_second": 0.18,
448
+ "eval_wer": 15.422978326730366,
449
+ "step": 1250
450
+ },
451
+ {
452
+ "epoch": 2.100494233937397,
453
+ "grad_norm": 1.0379807949066162,
454
+ "learning_rate": 8.286666666666668e-06,
455
+ "loss": 0.0064,
456
+ "step": 1275
457
+ },
458
+ {
459
+ "epoch": 2.1416803953871497,
460
+ "grad_norm": 2.824099063873291,
461
+ "learning_rate": 8.231111111111112e-06,
462
+ "loss": 0.0063,
463
+ "step": 1300
464
+ },
465
+ {
466
+ "epoch": 2.182866556836903,
467
+ "grad_norm": 0.2786366939544678,
468
+ "learning_rate": 8.175555555555556e-06,
469
+ "loss": 0.0057,
470
+ "step": 1325
471
+ },
472
+ {
473
+ "epoch": 2.224052718286656,
474
+ "grad_norm": 1.7999166250228882,
475
+ "learning_rate": 8.120000000000002e-06,
476
+ "loss": 0.0057,
477
+ "step": 1350
478
+ },
479
+ {
480
+ "epoch": 2.2652388797364087,
481
+ "grad_norm": 1.3867113590240479,
482
+ "learning_rate": 8.064444444444444e-06,
483
+ "loss": 0.0085,
484
+ "step": 1375
485
+ },
486
+ {
487
+ "epoch": 2.2652388797364087,
488
+ "eval_loss": 0.09214825183153152,
489
+ "eval_runtime": 2797.2114,
490
+ "eval_samples_per_second": 1.446,
491
+ "eval_steps_per_second": 0.181,
492
+ "eval_wer": 15.665346073176417,
493
+ "step": 1375
494
+ },
495
+ {
496
+ "epoch": 2.3064250411861615,
497
+ "grad_norm": 0.2658134996891022,
498
+ "learning_rate": 8.00888888888889e-06,
499
+ "loss": 0.005,
500
+ "step": 1400
501
+ },
502
+ {
503
+ "epoch": 2.3476112026359144,
504
+ "grad_norm": 1.3457545042037964,
505
+ "learning_rate": 7.953333333333334e-06,
506
+ "loss": 0.0053,
507
+ "step": 1425
508
+ },
509
+ {
510
+ "epoch": 2.3887973640856672,
511
+ "grad_norm": 1.7825807332992554,
512
+ "learning_rate": 7.897777777777778e-06,
513
+ "loss": 0.0044,
514
+ "step": 1450
515
+ },
516
+ {
517
+ "epoch": 2.42998352553542,
518
+ "grad_norm": 2.2161757946014404,
519
+ "learning_rate": 7.842222222222224e-06,
520
+ "loss": 0.0056,
521
+ "step": 1475
522
+ },
523
+ {
524
+ "epoch": 2.471169686985173,
525
+ "grad_norm": 0.23896081745624542,
526
+ "learning_rate": 7.786666666666666e-06,
527
+ "loss": 0.0045,
528
+ "step": 1500
529
+ },
530
+ {
531
+ "epoch": 2.471169686985173,
532
+ "eval_loss": 0.09182223677635193,
533
+ "eval_runtime": 2787.3566,
534
+ "eval_samples_per_second": 1.451,
535
+ "eval_steps_per_second": 0.182,
536
+ "eval_wer": 14.448846422745282,
537
+ "step": 1500
538
+ },
539
+ {
540
+ "epoch": 2.5123558484349258,
541
+ "grad_norm": 0.37352365255355835,
542
+ "learning_rate": 7.731111111111112e-06,
543
+ "loss": 0.0044,
544
+ "step": 1525
545
+ },
546
+ {
547
+ "epoch": 2.5535420098846786,
548
+ "grad_norm": 1.8053451776504517,
549
+ "learning_rate": 7.675555555555556e-06,
550
+ "loss": 0.0056,
551
+ "step": 1550
552
+ },
553
+ {
554
+ "epoch": 2.594728171334432,
555
+ "grad_norm": 1.4376009702682495,
556
+ "learning_rate": 7.620000000000001e-06,
557
+ "loss": 0.007,
558
+ "step": 1575
559
+ },
560
+ {
561
+ "epoch": 2.6359143327841847,
562
+ "grad_norm": 0.46193966269493103,
563
+ "learning_rate": 7.564444444444446e-06,
564
+ "loss": 0.0052,
565
+ "step": 1600
566
+ },
567
+ {
568
+ "epoch": 2.6771004942339376,
569
+ "grad_norm": 0.06809718906879425,
570
+ "learning_rate": 7.50888888888889e-06,
571
+ "loss": 0.0031,
572
+ "step": 1625
573
+ },
574
+ {
575
+ "epoch": 2.6771004942339376,
576
+ "eval_loss": 0.08786112070083618,
577
+ "eval_runtime": 2779.1365,
578
+ "eval_samples_per_second": 1.455,
579
+ "eval_steps_per_second": 0.182,
580
+ "eval_wer": 14.048007457469122,
581
+ "step": 1625
582
+ },
583
+ {
584
+ "epoch": 2.7182866556836904,
585
+ "grad_norm": 0.12468615174293518,
586
+ "learning_rate": 7.453333333333334e-06,
587
+ "loss": 0.0032,
588
+ "step": 1650
589
+ },
590
+ {
591
+ "epoch": 2.7594728171334433,
592
+ "grad_norm": 0.25042837858200073,
593
+ "learning_rate": 7.3977777777777786e-06,
594
+ "loss": 0.0062,
595
+ "step": 1675
596
+ },
597
+ {
598
+ "epoch": 2.800658978583196,
599
+ "grad_norm": 1.6082072257995605,
600
+ "learning_rate": 7.342222222222223e-06,
601
+ "loss": 0.0036,
602
+ "step": 1700
603
+ },
604
+ {
605
+ "epoch": 2.841845140032949,
606
+ "grad_norm": 0.5134331583976746,
607
+ "learning_rate": 7.2866666666666675e-06,
608
+ "loss": 0.0057,
609
+ "step": 1725
610
+ },
611
+ {
612
+ "epoch": 2.883031301482702,
613
+ "grad_norm": 0.7861504554748535,
614
+ "learning_rate": 7.231111111111112e-06,
615
+ "loss": 0.0059,
616
+ "step": 1750
617
+ },
618
+ {
619
+ "epoch": 2.883031301482702,
620
+ "eval_loss": 0.09202219545841217,
621
+ "eval_runtime": 2759.663,
622
+ "eval_samples_per_second": 1.466,
623
+ "eval_steps_per_second": 0.183,
624
+ "eval_wer": 14.024702866464695,
625
+ "step": 1750
626
+ },
627
+ {
628
+ "epoch": 2.9242174629324547,
629
+ "grad_norm": 0.058119408786296844,
630
+ "learning_rate": 7.1755555555555556e-06,
631
+ "loss": 0.0032,
632
+ "step": 1775
633
+ },
634
+ {
635
+ "epoch": 2.9654036243822075,
636
+ "grad_norm": 0.19371527433395386,
637
+ "learning_rate": 7.1200000000000004e-06,
638
+ "loss": 0.0041,
639
+ "step": 1800
640
+ },
641
+ {
642
+ "epoch": 3.0065897858319603,
643
+ "grad_norm": 0.6111047267913818,
644
+ "learning_rate": 7.0644444444444445e-06,
645
+ "loss": 0.0033,
646
+ "step": 1825
647
+ },
648
+ {
649
+ "epoch": 3.047775947281713,
650
+ "grad_norm": 0.24434837698936462,
651
+ "learning_rate": 7.008888888888889e-06,
652
+ "loss": 0.0015,
653
+ "step": 1850
654
+ },
655
+ {
656
+ "epoch": 3.088962108731466,
657
+ "grad_norm": 0.06654160469770432,
658
+ "learning_rate": 6.953333333333334e-06,
659
+ "loss": 0.001,
660
+ "step": 1875
661
+ },
662
+ {
663
+ "epoch": 3.088962108731466,
664
+ "eval_loss": 0.08992798626422882,
665
+ "eval_runtime": 2764.7593,
666
+ "eval_samples_per_second": 1.463,
667
+ "eval_steps_per_second": 0.183,
668
+ "eval_wer": 13.759030529014215,
669
+ "step": 1875
670
+ },
671
+ {
672
+ "epoch": 3.130148270181219,
673
+ "grad_norm": 0.06989173591136932,
674
+ "learning_rate": 6.897777777777779e-06,
675
+ "loss": 0.0011,
676
+ "step": 1900
677
+ },
678
+ {
679
+ "epoch": 3.171334431630972,
680
+ "grad_norm": 0.09353475272655487,
681
+ "learning_rate": 6.842222222222222e-06,
682
+ "loss": 0.0018,
683
+ "step": 1925
684
+ },
685
+ {
686
+ "epoch": 3.212520593080725,
687
+ "grad_norm": 0.7832232713699341,
688
+ "learning_rate": 6.786666666666667e-06,
689
+ "loss": 0.0023,
690
+ "step": 1950
691
+ },
692
+ {
693
+ "epoch": 3.253706754530478,
694
+ "grad_norm": 0.5681446194648743,
695
+ "learning_rate": 6.731111111111111e-06,
696
+ "loss": 0.0011,
697
+ "step": 1975
698
+ },
699
+ {
700
+ "epoch": 3.2948929159802307,
701
+ "grad_norm": 0.9114421010017395,
702
+ "learning_rate": 6.675555555555556e-06,
703
+ "loss": 0.0014,
704
+ "step": 2000
705
+ },
706
+ {
707
+ "epoch": 3.2948929159802307,
708
+ "eval_loss": 0.09061238169670105,
709
+ "eval_runtime": 2757.975,
710
+ "eval_samples_per_second": 1.467,
711
+ "eval_steps_per_second": 0.183,
712
+ "eval_wer": 13.884875320438125,
713
+ "step": 2000
714
+ },
715
+ {
716
+ "epoch": 3.3360790774299836,
717
+ "grad_norm": 0.19572539627552032,
718
+ "learning_rate": 6.620000000000001e-06,
719
+ "loss": 0.0013,
720
+ "step": 2025
721
+ },
722
+ {
723
+ "epoch": 3.3772652388797364,
724
+ "grad_norm": 0.01906946673989296,
725
+ "learning_rate": 6.564444444444446e-06,
726
+ "loss": 0.0009,
727
+ "step": 2050
728
+ },
729
+ {
730
+ "epoch": 3.4184514003294892,
731
+ "grad_norm": 0.19248279929161072,
732
+ "learning_rate": 6.508888888888889e-06,
733
+ "loss": 0.0013,
734
+ "step": 2075
735
+ },
736
+ {
737
+ "epoch": 3.459637561779242,
738
+ "grad_norm": 1.1355299949645996,
739
+ "learning_rate": 6.453333333333334e-06,
740
+ "loss": 0.0016,
741
+ "step": 2100
742
+ },
743
+ {
744
+ "epoch": 3.500823723228995,
745
+ "grad_norm": 0.07280997931957245,
746
+ "learning_rate": 6.397777777777778e-06,
747
+ "loss": 0.0017,
748
+ "step": 2125
749
+ },
750
+ {
751
+ "epoch": 3.500823723228995,
752
+ "eval_loss": 0.09485620260238647,
753
+ "eval_runtime": 2763.5576,
754
+ "eval_samples_per_second": 1.464,
755
+ "eval_steps_per_second": 0.183,
756
+ "eval_wer": 13.656490328594733,
757
+ "step": 2125
758
+ },
759
+ {
760
+ "epoch": 3.5420098846787478,
761
+ "grad_norm": 0.08699257671833038,
762
+ "learning_rate": 6.342222222222223e-06,
763
+ "loss": 0.0016,
764
+ "step": 2150
765
+ },
766
+ {
767
+ "epoch": 3.583196046128501,
768
+ "grad_norm": 0.05321372300386429,
769
+ "learning_rate": 6.286666666666668e-06,
770
+ "loss": 0.0013,
771
+ "step": 2175
772
+ },
773
+ {
774
+ "epoch": 3.624382207578254,
775
+ "grad_norm": 0.23112259805202484,
776
+ "learning_rate": 6.231111111111111e-06,
777
+ "loss": 0.0018,
778
+ "step": 2200
779
+ },
780
+ {
781
+ "epoch": 3.6655683690280068,
782
+ "grad_norm": 1.567811131477356,
783
+ "learning_rate": 6.175555555555556e-06,
784
+ "loss": 0.0024,
785
+ "step": 2225
786
+ },
787
+ {
788
+ "epoch": 3.7067545304777596,
789
+ "grad_norm": 0.11963266879320145,
790
+ "learning_rate": 6.120000000000001e-06,
791
+ "loss": 0.0013,
792
+ "step": 2250
793
+ },
794
+ {
795
+ "epoch": 3.7067545304777596,
796
+ "eval_loss": 0.08645112067461014,
797
+ "eval_runtime": 2758.3915,
798
+ "eval_samples_per_second": 1.466,
799
+ "eval_steps_per_second": 0.183,
800
+ "eval_wer": 12.803542297832674,
801
+ "step": 2250
802
+ }
803
+ ],
804
+ "logging_steps": 25,
805
+ "max_steps": 5000,
806
+ "num_input_tokens_seen": 0,
807
+ "num_train_epochs": 9,
808
+ "save_steps": 250,
809
+ "total_flos": 1.038561138671616e+19,
810
+ "train_batch_size": 16,
811
+ "trial_name": null,
812
+ "trial_params": null
813
+ }
checkpoint-2250/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1497d51f875d54500f9d78264525118a3360d64231627067c2b218bf4374fd32
3
+ size 5112