Upload 10 files
Browse files- config.json +115 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- trainer_state.json +211 -0
- training_args.bin +3 -0
- vocab.json +1 -0
config.json
ADDED
@@ -0,0 +1,115 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "checkpoint-1200",
|
3 |
+
"activation_dropout": 0.1,
|
4 |
+
"adapter_kernel_size": 3,
|
5 |
+
"adapter_stride": 2,
|
6 |
+
"add_adapter": false,
|
7 |
+
"apply_spec_augment": true,
|
8 |
+
"architectures": [
|
9 |
+
"Wav2Vec2ForCTC"
|
10 |
+
],
|
11 |
+
"attention_dropout": 0.0,
|
12 |
+
"bos_token_id": 1,
|
13 |
+
"classifier_proj_size": 256,
|
14 |
+
"codevector_dim": 256,
|
15 |
+
"contrastive_logits_temperature": 0.1,
|
16 |
+
"conv_bias": true,
|
17 |
+
"conv_dim": [
|
18 |
+
512,
|
19 |
+
512,
|
20 |
+
512,
|
21 |
+
512,
|
22 |
+
512,
|
23 |
+
512,
|
24 |
+
512
|
25 |
+
],
|
26 |
+
"conv_kernel": [
|
27 |
+
10,
|
28 |
+
3,
|
29 |
+
3,
|
30 |
+
3,
|
31 |
+
3,
|
32 |
+
2,
|
33 |
+
2
|
34 |
+
],
|
35 |
+
"conv_stride": [
|
36 |
+
5,
|
37 |
+
2,
|
38 |
+
2,
|
39 |
+
2,
|
40 |
+
2,
|
41 |
+
2,
|
42 |
+
2
|
43 |
+
],
|
44 |
+
"ctc_loss_reduction": "mean",
|
45 |
+
"ctc_zero_infinity": true,
|
46 |
+
"diversity_loss_weight": 0.1,
|
47 |
+
"do_stable_layer_norm": true,
|
48 |
+
"eos_token_id": 2,
|
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": 0.0,
|
57 |
+
"hidden_size": 1024,
|
58 |
+
"initializer_range": 0.02,
|
59 |
+
"intermediate_size": 4096,
|
60 |
+
"layer_norm_eps": 1e-05,
|
61 |
+
"layerdrop": 0.0,
|
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,
|
79 |
+
"num_codevector_groups": 2,
|
80 |
+
"num_codevectors_per_group": 320,
|
81 |
+
"num_conv_pos_embedding_groups": 16,
|
82 |
+
"num_conv_pos_embeddings": 128,
|
83 |
+
"num_feat_extract_layers": 7,
|
84 |
+
"num_hidden_layers": 24,
|
85 |
+
"num_negatives": 100,
|
86 |
+
"output_hidden_size": 1024,
|
87 |
+
"pad_token_id": 64,
|
88 |
+
"proj_codevector_dim": 256,
|
89 |
+
"tdnn_dilation": [
|
90 |
+
1,
|
91 |
+
2,
|
92 |
+
3,
|
93 |
+
1,
|
94 |
+
1
|
95 |
+
],
|
96 |
+
"tdnn_dim": [
|
97 |
+
512,
|
98 |
+
512,
|
99 |
+
512,
|
100 |
+
512,
|
101 |
+
1500
|
102 |
+
],
|
103 |
+
"tdnn_kernel": [
|
104 |
+
5,
|
105 |
+
3,
|
106 |
+
3,
|
107 |
+
1,
|
108 |
+
1
|
109 |
+
],
|
110 |
+
"torch_dtype": "float32",
|
111 |
+
"transformers_version": "4.17.0",
|
112 |
+
"use_weighted_layer_sum": false,
|
113 |
+
"vocab_size": 65,
|
114 |
+
"xvector_output_dim": 512
|
115 |
+
}
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dd2f774f6cf1ca2bd300966262722c8cde7aab481aed5e40f8b70664af4d8d6c
|
3 |
+
size 2490594117
|
preprocessor_config.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
4 |
+
"feature_size": 1,
|
5 |
+
"padding_side": "right",
|
6 |
+
"padding_value": 0.0,
|
7 |
+
"return_attention_mask": true,
|
8 |
+
"sampling_rate": 16000
|
9 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9d1176a167f49d4d997324e388a10a7e83e555a32144196cecdac19812847823
|
3 |
+
size 1262195949
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4c438dbe3477c483067ae6907d5b0fdcc8f6e66c02f2ef7717fe65f4b5b65eda
|
3 |
+
size 14575
|
scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:573c0e110dfe1e7a3fc11065b73453594c7e0321077f7f0120dfed0a0d70518c
|
3 |
+
size 557
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b5d8f13321c8b4e468ca80ef66eaf9552edb236f9798a14f3c7466d6f8495a4
|
3 |
+
size 627
|
trainer_state.json
ADDED
@@ -0,0 +1,211 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 26.395939086294415,
|
5 |
+
"global_step": 5200,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 2.03,
|
12 |
+
"learning_rate": 0.0002,
|
13 |
+
"loss": 0.2479,
|
14 |
+
"step": 400
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 2.03,
|
18 |
+
"eval_loss": 0.47397056221961975,
|
19 |
+
"eval_runtime": 121.9231,
|
20 |
+
"eval_samples_per_second": 17.47,
|
21 |
+
"eval_steps_per_second": 2.19,
|
22 |
+
"eval_wer": 0.5506920619898261,
|
23 |
+
"step": 400
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 4.06,
|
27 |
+
"learning_rate": 0.00018605221657613458,
|
28 |
+
"loss": 0.2306,
|
29 |
+
"step": 800
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 4.06,
|
33 |
+
"eval_loss": 0.4647212624549866,
|
34 |
+
"eval_runtime": 123.4969,
|
35 |
+
"eval_samples_per_second": 17.247,
|
36 |
+
"eval_steps_per_second": 2.162,
|
37 |
+
"eval_wer": 0.5497456524310895,
|
38 |
+
"step": 800
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 6.09,
|
42 |
+
"learning_rate": 0.00017206938847029964,
|
43 |
+
"loss": 0.201,
|
44 |
+
"step": 1200
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 6.09,
|
48 |
+
"eval_loss": 0.43976637721061707,
|
49 |
+
"eval_runtime": 125.3202,
|
50 |
+
"eval_samples_per_second": 16.996,
|
51 |
+
"eval_steps_per_second": 2.131,
|
52 |
+
"eval_wer": 0.5441854962735123,
|
53 |
+
"step": 1200
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 8.12,
|
57 |
+
"learning_rate": 0.0001580515156824952,
|
58 |
+
"loss": 0.2676,
|
59 |
+
"step": 1600
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 8.12,
|
63 |
+
"eval_loss": 0.46590062975883484,
|
64 |
+
"eval_runtime": 127.6886,
|
65 |
+
"eval_samples_per_second": 16.681,
|
66 |
+
"eval_steps_per_second": 2.091,
|
67 |
+
"eval_wer": 0.5331834851532,
|
68 |
+
"step": 1600
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 10.15,
|
72 |
+
"learning_rate": 0.00014403364289469075,
|
73 |
+
"loss": 0.2295,
|
74 |
+
"step": 2000
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 10.15,
|
78 |
+
"eval_loss": 0.433741956949234,
|
79 |
+
"eval_runtime": 126.2574,
|
80 |
+
"eval_samples_per_second": 16.87,
|
81 |
+
"eval_steps_per_second": 2.115,
|
82 |
+
"eval_wer": 0.5302259552821483,
|
83 |
+
"step": 2000
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 12.18,
|
87 |
+
"learning_rate": 0.00013001577010688628,
|
88 |
+
"loss": 0.2011,
|
89 |
+
"step": 2400
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 12.18,
|
93 |
+
"eval_loss": 0.43763187527656555,
|
94 |
+
"eval_runtime": 127.2021,
|
95 |
+
"eval_samples_per_second": 16.745,
|
96 |
+
"eval_steps_per_second": 2.099,
|
97 |
+
"eval_wer": 0.5218265704483616,
|
98 |
+
"step": 2400
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 14.21,
|
102 |
+
"learning_rate": 0.00011599789731908184,
|
103 |
+
"loss": 0.1883,
|
104 |
+
"step": 2800
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 14.21,
|
108 |
+
"eval_loss": 0.4427320659160614,
|
109 |
+
"eval_runtime": 133.553,
|
110 |
+
"eval_samples_per_second": 15.949,
|
111 |
+
"eval_steps_per_second": 1.999,
|
112 |
+
"eval_wer": 0.5275050278007808,
|
113 |
+
"step": 2800
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 16.24,
|
117 |
+
"learning_rate": 0.00010198002453127737,
|
118 |
+
"loss": 0.1599,
|
119 |
+
"step": 3200
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 16.24,
|
123 |
+
"eval_loss": 0.4528989791870117,
|
124 |
+
"eval_runtime": 130.4751,
|
125 |
+
"eval_samples_per_second": 16.325,
|
126 |
+
"eval_steps_per_second": 2.046,
|
127 |
+
"eval_wer": 0.5167396190701526,
|
128 |
+
"step": 3200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 18.27,
|
132 |
+
"learning_rate": 8.796215174347293e-05,
|
133 |
+
"loss": 0.1473,
|
134 |
+
"step": 3600
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 18.27,
|
138 |
+
"eval_loss": 0.46878582239151,
|
139 |
+
"eval_runtime": 130.7961,
|
140 |
+
"eval_samples_per_second": 16.285,
|
141 |
+
"eval_steps_per_second": 2.041,
|
142 |
+
"eval_wer": 0.5125990772506802,
|
143 |
+
"step": 3600
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 20.3,
|
147 |
+
"learning_rate": 7.394427895566848e-05,
|
148 |
+
"loss": 0.1306,
|
149 |
+
"step": 4000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 20.3,
|
153 |
+
"eval_loss": 0.46525096893310547,
|
154 |
+
"eval_runtime": 130.9702,
|
155 |
+
"eval_samples_per_second": 16.263,
|
156 |
+
"eval_steps_per_second": 2.039,
|
157 |
+
"eval_wer": 0.5118892700816279,
|
158 |
+
"step": 4000
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 22.34,
|
162 |
+
"learning_rate": 5.9926406167864026e-05,
|
163 |
+
"loss": 0.1222,
|
164 |
+
"step": 4400
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 22.34,
|
168 |
+
"eval_loss": 0.4552956223487854,
|
169 |
+
"eval_runtime": 132.9038,
|
170 |
+
"eval_samples_per_second": 16.027,
|
171 |
+
"eval_steps_per_second": 2.009,
|
172 |
+
"eval_wer": 0.5014787649355259,
|
173 |
+
"step": 4400
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 24.37,
|
177 |
+
"learning_rate": 4.5908533380059577e-05,
|
178 |
+
"loss": 0.1097,
|
179 |
+
"step": 4800
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 24.37,
|
183 |
+
"eval_loss": 0.4868864417076111,
|
184 |
+
"eval_runtime": 128.1956,
|
185 |
+
"eval_samples_per_second": 16.615,
|
186 |
+
"eval_steps_per_second": 2.083,
|
187 |
+
"eval_wer": 0.5012421625458418,
|
188 |
+
"step": 4800
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 26.4,
|
192 |
+
"learning_rate": 3.189066059225513e-05,
|
193 |
+
"loss": 0.0988,
|
194 |
+
"step": 5200
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 26.4,
|
198 |
+
"eval_loss": 0.45241138339042664,
|
199 |
+
"eval_runtime": 127.9868,
|
200 |
+
"eval_samples_per_second": 16.642,
|
201 |
+
"eval_steps_per_second": 2.086,
|
202 |
+
"eval_wer": 0.4968650183366852,
|
203 |
+
"step": 5200
|
204 |
+
}
|
205 |
+
],
|
206 |
+
"max_steps": 6107,
|
207 |
+
"num_train_epochs": 31,
|
208 |
+
"total_flos": 1.2361810216998281e+19,
|
209 |
+
"trial_name": null,
|
210 |
+
"trial_params": null
|
211 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:402a953d59f3d2c66918c47d238ae1d51eea2ac6120f7939459a514169d7a01a
|
3 |
+
size 3003
|
vocab.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"\u0627": 0, "_": 1, "\u0643": 3, "\u0646": 4, "@": 5, "\u0630": 6, "\u0656": 7, "\u0634": 8, "\u063a": 9, "\u0622": 10, "\u0635": 11, "\u064a": 12, "\u062b": 13, "n": 14, "\u062c": 15, "d": 16, "\u0626": 17, "\u0629": 18, "\u0647": 19, "\u0632": 20, "\u0639": 21, "\u0641": 22, "i": 23, "r": 24, "v": 25, "\u06b8": 26, "k": 27, "\u0650": 28, "\u0621": 29, "\u0631": 30, "s": 31, "t": 32, "\u0649": 33, "\u0640": 34, "\u2003": 35, "\u0624": 36, "\u0642": 37, "\u0636": 38, "\u0645": 39, "\u0644": 40, "\u2026": 41, "\u0637": 42, "\u062a": 43, "\u0651": 44, "c": 45, "\u0638": 46, "e": 47, "\u061f": 48, "h": 49, "\u0628": 50, "o": 51, "\u0633": 52, "a": 53, "\u062f": 54, "p": 55, "\u0623": 56, "\u0652": 57, "\n": 58, "\u062e": 59, "\u062d": 60, "\u0648": 61, "\u0625": 62, "|": 2, "[UNK]": 63, "[PAD]": 64}
|