Upload 8 files
Browse files- config.json +18 -12
- pytorch_model.bin +2 -2
- special_tokens_map.json +6 -1
- trainer_state.json +256 -0
- training_args.bin +1 -1
config.json
CHANGED
@@ -1,6 +1,6 @@
|
|
1 |
{
|
2 |
-
"_name_or_path": "
|
3 |
-
"activation_dropout": 0.
|
4 |
"adapter_kernel_size": 3,
|
5 |
"adapter_stride": 2,
|
6 |
"add_adapter": false,
|
@@ -11,7 +11,7 @@
|
|
11 |
"attention_dropout": 0.1,
|
12 |
"bos_token_id": 1,
|
13 |
"classifier_proj_size": 256,
|
14 |
-
"codevector_dim":
|
15 |
"contrastive_logits_temperature": 0.1,
|
16 |
"conv_bias": true,
|
17 |
"conv_dim": [
|
@@ -41,7 +41,7 @@
|
|
41 |
2,
|
42 |
2
|
43 |
],
|
44 |
-
"ctc_loss_reduction": "
|
45 |
"ctc_zero_infinity": false,
|
46 |
"diversity_loss_weight": 0.1,
|
47 |
"do_stable_layer_norm": true,
|
@@ -49,24 +49,30 @@
|
|
49 |
"feat_extract_activation": "gelu",
|
50 |
"feat_extract_dropout": 0.0,
|
51 |
"feat_extract_norm": "layer",
|
52 |
-
"feat_proj_dropout": 0.
|
53 |
"feat_quantizer_dropout": 0.0,
|
54 |
-
"final_dropout": 0.
|
55 |
-
"gradient_checkpointing": false,
|
56 |
"hidden_act": "gelu",
|
57 |
-
"hidden_dropout": 0.
|
58 |
-
"hidden_dropout_prob": 0.1,
|
59 |
"hidden_size": 1024,
|
60 |
"initializer_range": 0.02,
|
61 |
"intermediate_size": 4096,
|
62 |
"layer_norm_eps": 1e-05,
|
63 |
"layerdrop": 0.1,
|
|
|
|
|
|
|
|
|
|
|
64 |
"mask_feature_length": 10,
|
65 |
"mask_feature_min_masks": 0,
|
66 |
"mask_feature_prob": 0.0,
|
67 |
"mask_time_length": 10,
|
68 |
"mask_time_min_masks": 2,
|
|
|
|
|
69 |
"mask_time_prob": 0.05,
|
|
|
70 |
"model_type": "wav2vec2",
|
71 |
"num_adapter_layers": 3,
|
72 |
"num_attention_heads": 16,
|
@@ -78,8 +84,8 @@
|
|
78 |
"num_hidden_layers": 24,
|
79 |
"num_negatives": 100,
|
80 |
"output_hidden_size": 1024,
|
81 |
-
"pad_token_id":
|
82 |
-
"proj_codevector_dim":
|
83 |
"tdnn_dilation": [
|
84 |
1,
|
85 |
2,
|
@@ -104,6 +110,6 @@
|
|
104 |
"torch_dtype": "float32",
|
105 |
"transformers_version": "4.25.1",
|
106 |
"use_weighted_layer_sum": false,
|
107 |
-
"vocab_size":
|
108 |
"xvector_output_dim": 512
|
109 |
}
|
|
|
1 |
{
|
2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
3 |
+
"activation_dropout": 0.0,
|
4 |
"adapter_kernel_size": 3,
|
5 |
"adapter_stride": 2,
|
6 |
"add_adapter": false,
|
|
|
11 |
"attention_dropout": 0.1,
|
12 |
"bos_token_id": 1,
|
13 |
"classifier_proj_size": 256,
|
14 |
+
"codevector_dim": 768,
|
15 |
"contrastive_logits_temperature": 0.1,
|
16 |
"conv_bias": true,
|
17 |
"conv_dim": [
|
|
|
41 |
2,
|
42 |
2
|
43 |
],
|
44 |
+
"ctc_loss_reduction": "mean",
|
45 |
"ctc_zero_infinity": false,
|
46 |
"diversity_loss_weight": 0.1,
|
47 |
"do_stable_layer_norm": true,
|
|
|
49 |
"feat_extract_activation": "gelu",
|
50 |
"feat_extract_dropout": 0.0,
|
51 |
"feat_extract_norm": "layer",
|
52 |
+
"feat_proj_dropout": 0.0,
|
53 |
"feat_quantizer_dropout": 0.0,
|
54 |
+
"final_dropout": 0.0,
|
|
|
55 |
"hidden_act": "gelu",
|
56 |
+
"hidden_dropout": 0.05,
|
|
|
57 |
"hidden_size": 1024,
|
58 |
"initializer_range": 0.02,
|
59 |
"intermediate_size": 4096,
|
60 |
"layer_norm_eps": 1e-05,
|
61 |
"layerdrop": 0.1,
|
62 |
+
"mask_channel_length": 10,
|
63 |
+
"mask_channel_min_space": 1,
|
64 |
+
"mask_channel_other": 0.0,
|
65 |
+
"mask_channel_prob": 0.0,
|
66 |
+
"mask_channel_selection": "static",
|
67 |
"mask_feature_length": 10,
|
68 |
"mask_feature_min_masks": 0,
|
69 |
"mask_feature_prob": 0.0,
|
70 |
"mask_time_length": 10,
|
71 |
"mask_time_min_masks": 2,
|
72 |
+
"mask_time_min_space": 1,
|
73 |
+
"mask_time_other": 0.0,
|
74 |
"mask_time_prob": 0.05,
|
75 |
+
"mask_time_selection": "static",
|
76 |
"model_type": "wav2vec2",
|
77 |
"num_adapter_layers": 3,
|
78 |
"num_attention_heads": 16,
|
|
|
84 |
"num_hidden_layers": 24,
|
85 |
"num_negatives": 100,
|
86 |
"output_hidden_size": 1024,
|
87 |
+
"pad_token_id": 36,
|
88 |
+
"proj_codevector_dim": 768,
|
89 |
"tdnn_dilation": [
|
90 |
1,
|
91 |
2,
|
|
|
110 |
"torch_dtype": "float32",
|
111 |
"transformers_version": "4.25.1",
|
112 |
"use_weighted_layer_sum": false,
|
113 |
+
"vocab_size": 37,
|
114 |
"xvector_output_dim": 512
|
115 |
}
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fe8505ec4ad5178b4bc9516c0864ec6baef9af7146a654d09dab5d7bfdf089a0
|
3 |
+
size 1262050417
|
special_tokens_map.json
CHANGED
@@ -1 +1,6 @@
|
|
1 |
-
{
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"eos_token": "</s>",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"unk_token": "[UNK]"
|
6 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,256 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 27.0042194092827,
|
5 |
+
"global_step": 6400,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.69,
|
12 |
+
"learning_rate": 7.920000000000001e-05,
|
13 |
+
"loss": 9.7705,
|
14 |
+
"step": 400
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.69,
|
18 |
+
"eval_loss": 3.045895576477051,
|
19 |
+
"eval_runtime": 105.6261,
|
20 |
+
"eval_samples_per_second": 16.047,
|
21 |
+
"eval_steps_per_second": 2.007,
|
22 |
+
"eval_wer": 1.0,
|
23 |
+
"step": 400
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 3.38,
|
27 |
+
"learning_rate": 9.517601043024771e-05,
|
28 |
+
"loss": 2.7947,
|
29 |
+
"step": 800
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 3.38,
|
33 |
+
"eval_loss": 1.6579201221466064,
|
34 |
+
"eval_runtime": 102.9312,
|
35 |
+
"eval_samples_per_second": 16.467,
|
36 |
+
"eval_steps_per_second": 2.06,
|
37 |
+
"eval_wer": 1.0785922937821673,
|
38 |
+
"step": 800
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 5.06,
|
42 |
+
"learning_rate": 8.865710560625816e-05,
|
43 |
+
"loss": 1.0354,
|
44 |
+
"step": 1200
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 5.06,
|
48 |
+
"eval_loss": 0.6200010776519775,
|
49 |
+
"eval_runtime": 102.9566,
|
50 |
+
"eval_samples_per_second": 16.463,
|
51 |
+
"eval_steps_per_second": 2.059,
|
52 |
+
"eval_wer": 0.7493392683266101,
|
53 |
+
"step": 1200
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 6.75,
|
57 |
+
"learning_rate": 8.213820078226858e-05,
|
58 |
+
"loss": 0.5782,
|
59 |
+
"step": 1600
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 6.75,
|
63 |
+
"eval_loss": 0.5652060508728027,
|
64 |
+
"eval_runtime": 104.7594,
|
65 |
+
"eval_samples_per_second": 16.18,
|
66 |
+
"eval_steps_per_second": 2.024,
|
67 |
+
"eval_wer": 0.7191542634580609,
|
68 |
+
"step": 1600
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 8.44,
|
72 |
+
"learning_rate": 7.561929595827901e-05,
|
73 |
+
"loss": 0.4526,
|
74 |
+
"step": 2000
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 8.44,
|
78 |
+
"eval_loss": 0.5032265782356262,
|
79 |
+
"eval_runtime": 118.2197,
|
80 |
+
"eval_samples_per_second": 14.338,
|
81 |
+
"eval_steps_per_second": 1.793,
|
82 |
+
"eval_wer": 0.6482125469467241,
|
83 |
+
"step": 2000
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 10.13,
|
87 |
+
"learning_rate": 6.910039113428944e-05,
|
88 |
+
"loss": 0.3766,
|
89 |
+
"step": 2400
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 10.13,
|
93 |
+
"eval_loss": 0.4892590045928955,
|
94 |
+
"eval_runtime": 106.8164,
|
95 |
+
"eval_samples_per_second": 15.868,
|
96 |
+
"eval_steps_per_second": 1.985,
|
97 |
+
"eval_wer": 0.6219223814160523,
|
98 |
+
"step": 2400
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 11.81,
|
102 |
+
"learning_rate": 6.258148631029988e-05,
|
103 |
+
"loss": 0.3112,
|
104 |
+
"step": 2800
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 11.81,
|
108 |
+
"eval_loss": 0.46891558170318604,
|
109 |
+
"eval_runtime": 105.9027,
|
110 |
+
"eval_samples_per_second": 16.005,
|
111 |
+
"eval_steps_per_second": 2.002,
|
112 |
+
"eval_wer": 0.6139936013353735,
|
113 |
+
"step": 2800
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 13.5,
|
117 |
+
"learning_rate": 5.606258148631031e-05,
|
118 |
+
"loss": 0.2825,
|
119 |
+
"step": 3200
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 13.5,
|
123 |
+
"eval_loss": 0.48954522609710693,
|
124 |
+
"eval_runtime": 108.9558,
|
125 |
+
"eval_samples_per_second": 15.557,
|
126 |
+
"eval_steps_per_second": 1.946,
|
127 |
+
"eval_wer": 0.6003616636528029,
|
128 |
+
"step": 3200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 15.19,
|
132 |
+
"learning_rate": 4.954367666232073e-05,
|
133 |
+
"loss": 0.253,
|
134 |
+
"step": 3600
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 15.19,
|
138 |
+
"eval_loss": 0.494277685880661,
|
139 |
+
"eval_runtime": 107.9999,
|
140 |
+
"eval_samples_per_second": 15.694,
|
141 |
+
"eval_steps_per_second": 1.963,
|
142 |
+
"eval_wer": 0.5914591737376548,
|
143 |
+
"step": 3600
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 16.88,
|
147 |
+
"learning_rate": 4.3024771838331163e-05,
|
148 |
+
"loss": 0.2359,
|
149 |
+
"step": 4000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 16.88,
|
153 |
+
"eval_loss": 0.47655120491981506,
|
154 |
+
"eval_runtime": 110.482,
|
155 |
+
"eval_samples_per_second": 15.342,
|
156 |
+
"eval_steps_per_second": 1.919,
|
157 |
+
"eval_wer": 0.5760189177910697,
|
158 |
+
"step": 4000
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 18.57,
|
162 |
+
"learning_rate": 3.650586701434159e-05,
|
163 |
+
"loss": 0.2086,
|
164 |
+
"step": 4400
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 18.57,
|
168 |
+
"eval_loss": 0.48324596881866455,
|
169 |
+
"eval_runtime": 105.3701,
|
170 |
+
"eval_samples_per_second": 16.086,
|
171 |
+
"eval_steps_per_second": 2.012,
|
172 |
+
"eval_wer": 0.57768813465016,
|
173 |
+
"step": 4400
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 20.25,
|
177 |
+
"learning_rate": 2.9986962190352026e-05,
|
178 |
+
"loss": 0.1987,
|
179 |
+
"step": 4800
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 20.25,
|
183 |
+
"eval_loss": 0.4831419885158539,
|
184 |
+
"eval_runtime": 102.4502,
|
185 |
+
"eval_samples_per_second": 16.545,
|
186 |
+
"eval_steps_per_second": 2.069,
|
187 |
+
"eval_wer": 0.5722631798581166,
|
188 |
+
"step": 4800
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 21.94,
|
192 |
+
"learning_rate": 2.3468057366362453e-05,
|
193 |
+
"loss": 0.1812,
|
194 |
+
"step": 5200
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 21.94,
|
198 |
+
"eval_loss": 0.47938045859336853,
|
199 |
+
"eval_runtime": 110.2812,
|
200 |
+
"eval_samples_per_second": 15.37,
|
201 |
+
"eval_steps_per_second": 1.922,
|
202 |
+
"eval_wer": 0.5669773264709974,
|
203 |
+
"step": 5200
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 23.63,
|
207 |
+
"learning_rate": 1.694915254237288e-05,
|
208 |
+
"loss": 0.1759,
|
209 |
+
"step": 5600
|
210 |
+
},
|
211 |
+
{
|
212 |
+
"epoch": 23.63,
|
213 |
+
"eval_loss": 0.4787568747997284,
|
214 |
+
"eval_runtime": 111.7955,
|
215 |
+
"eval_samples_per_second": 15.162,
|
216 |
+
"eval_steps_per_second": 1.896,
|
217 |
+
"eval_wer": 0.564473501182362,
|
218 |
+
"step": 5600
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 25.32,
|
222 |
+
"learning_rate": 1.0430247718383312e-05,
|
223 |
+
"loss": 0.1695,
|
224 |
+
"step": 6000
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 25.32,
|
228 |
+
"eval_loss": 0.471430242061615,
|
229 |
+
"eval_runtime": 115.4715,
|
230 |
+
"eval_samples_per_second": 14.679,
|
231 |
+
"eval_steps_per_second": 1.836,
|
232 |
+
"eval_wer": 0.5600222562247879,
|
233 |
+
"step": 6000
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 27.0,
|
237 |
+
"learning_rate": 3.9113428943937425e-06,
|
238 |
+
"loss": 0.1595,
|
239 |
+
"step": 6400
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 27.0,
|
243 |
+
"eval_loss": 0.4793846905231476,
|
244 |
+
"eval_runtime": 107.2446,
|
245 |
+
"eval_samples_per_second": 15.805,
|
246 |
+
"eval_steps_per_second": 1.977,
|
247 |
+
"eval_wer": 0.5586312421755459,
|
248 |
+
"step": 6400
|
249 |
+
}
|
250 |
+
],
|
251 |
+
"max_steps": 6636,
|
252 |
+
"num_train_epochs": 28,
|
253 |
+
"total_flos": 1.1173889195953228e+19,
|
254 |
+
"trial_name": null,
|
255 |
+
"trial_params": null
|
256 |
+
}
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 3439
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3f0844105c9fb573fc3ae8c7bbcd2cb8733a3148021a25c4d225869c0062191c
|
3 |
size 3439
|