Hugging Face's logo

asr-africa
/
w2v-bert-2.0-CV_Fleurs-lg-10hrs-v4

Automatic Speech Recognition
Transformers
Safetensors
wav2vec2-bert
Generated from Trainer
Inference Endpoints
Model card Files Community
sulaimank commited on
Commit
b9d2334
·
verified ·
1 Parent(s): 8cacd2a

Training in progress, epoch 5, checkpoint

Browse files
Files changed (8) hide show
  1. checkpoint-2565/config.json +82 -0
  2. checkpoint-2565/model.safetensors +3 -0
  3. checkpoint-2565/optimizer.pt +3 -0
  4. checkpoint-2565/preprocessor_config.json +11 -0
  5. checkpoint-2565/rng_state.pth +3 -0
  6. checkpoint-2565/scheduler.pt +3 -0
  7. checkpoint-2565/trainer_state.json +127 -0
  8. checkpoint-2565/training_args.bin +3 -0
checkpoint-2565/config.json ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "facebook/w2v-bert-2.0",
3
+ "activation_dropout": 0.0,
4
+ "adapter_act": "relu",
5
+ "adapter_kernel_size": 3,
6
+ "adapter_stride": 2,
7
+ "add_adapter": true,
8
+ "apply_spec_augment": false,
9
+ "architectures": [
10
+ "Wav2Vec2BertForCTC"
11
+ ],
12
+ "attention_dropout": 0.0,
13
+ "bos_token_id": 1,
14
+ "classifier_proj_size": 768,
15
+ "codevector_dim": 768,
16
+ "conformer_conv_dropout": 0.1,
17
+ "contrastive_logits_temperature": 0.1,
18
+ "conv_depthwise_kernel_size": 31,
19
+ "ctc_loss_reduction": "mean",
20
+ "ctc_zero_infinity": true,
21
+ "diversity_loss_weight": 0.1,
22
+ "eos_token_id": 2,
23
+ "feat_proj_dropout": 0.0,
24
+ "feat_quantizer_dropout": 0.0,
25
+ "feature_projection_input_dim": 160,
26
+ "final_dropout": 0.1,
27
+ "hidden_act": "swish",
28
+ "hidden_dropout": 0.0,
29
+ "hidden_size": 1024,
30
+ "initializer_range": 0.02,
31
+ "intermediate_size": 4096,
32
+ "layer_norm_eps": 1e-05,
33
+ "layerdrop": 0.0,
34
+ "left_max_position_embeddings": 64,
35
+ "mask_feature_length": 10,
36
+ "mask_feature_min_masks": 0,
37
+ "mask_feature_prob": 0.0,
38
+ "mask_time_length": 10,
39
+ "mask_time_min_masks": 2,
40
+ "mask_time_prob": 0.0,
41
+ "max_source_positions": 5000,
42
+ "model_type": "wav2vec2-bert",
43
+ "num_adapter_layers": 1,
44
+ "num_attention_heads": 16,
45
+ "num_codevector_groups": 2,
46
+ "num_codevectors_per_group": 320,
47
+ "num_hidden_layers": 24,
48
+ "num_negatives": 100,
49
+ "output_hidden_size": 1024,
50
+ "pad_token_id": 45,
51
+ "position_embeddings_type": "relative_key",
52
+ "proj_codevector_dim": 768,
53
+ "right_max_position_embeddings": 8,
54
+ "rotary_embedding_base": 10000,
55
+ "tdnn_dilation": [
56
+ 1,
57
+ 2,
58
+ 3,
59
+ 1,
60
+ 1
61
+ ],
62
+ "tdnn_dim": [
63
+ 512,
64
+ 512,
65
+ 512,
66
+ 512,
67
+ 1500
68
+ ],
69
+ "tdnn_kernel": [
70
+ 5,
71
+ 3,
72
+ 3,
73
+ 1,
74
+ 1
75
+ ],
76
+ "torch_dtype": "float32",
77
+ "transformers_version": "4.46.0",
78
+ "use_intermediate_ffn_before_adapter": false,
79
+ "use_weighted_layer_sum": false,
80
+ "vocab_size": 48,
81
+ "xvector_output_dim": 512
82
+ }
checkpoint-2565/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd54389933b3e209c3a0471818f3a95c2f2516f17b46c5a8d9444430d7b15e9f
3
+ size 2423011360
checkpoint-2565/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d43e2338dcdfad688ed996d333ec9e56886441005e1ea790593b1f20dc05512
3
+ size 4846483562
checkpoint-2565/preprocessor_config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "feature_extractor_type": "SeamlessM4TFeatureExtractor",
3
+ "feature_size": 80,
4
+ "num_mel_bins": 80,
5
+ "padding_side": "right",
6
+ "padding_value": 1,
7
+ "processor_class": "Wav2Vec2BertProcessor",
8
+ "return_attention_mask": true,
9
+ "sampling_rate": 16000,
10
+ "stride": 2
11
+ }
checkpoint-2565/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c431cc2576612394c97dd83691db3ee69f86c81bdde5df9fc28efe9f84738d53
3
+ size 14244
checkpoint-2565/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a537c4ee564f174a2cea9532ec05139b71b77d97eb8a23422914319360e9c7c
3
+ size 1064
checkpoint-2565/trainer_state.json ADDED
@@ -0,0 +1,127 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4311498924217069,
3
+ "best_model_checkpoint": "w2v-bert-2.0-CV_Fleurs-lg-10hrs-v4/checkpoint-2052",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2565,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "grad_norm": 30.792112350463867,
14
+ "learning_rate": 9.998031496062993e-05,
15
+ "loss": 1.4106,
16
+ "step": 513
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_cer": 0.1264185884550246,
21
+ "eval_loss": 0.5293365716934204,
22
+ "eval_runtime": 31.0205,
23
+ "eval_samples_per_second": 26.628,
24
+ "eval_steps_per_second": 6.673,
25
+ "eval_wer": 0.5665790102797036,
26
+ "step": 513
27
+ },
28
+ {
29
+ "epoch": 2.0,
30
+ "grad_norm": 10.16055679321289,
31
+ "learning_rate": 9.897047244094488e-05,
32
+ "loss": 0.4775,
33
+ "step": 1026
34
+ },
35
+ {
36
+ "epoch": 2.0,
37
+ "eval_cer": 0.11182513176846737,
38
+ "eval_loss": 0.4882170259952545,
39
+ "eval_runtime": 30.4398,
40
+ "eval_samples_per_second": 27.135,
41
+ "eval_steps_per_second": 6.8,
42
+ "eval_wer": 0.5251016017212526,
43
+ "step": 1026
44
+ },
45
+ {
46
+ "epoch": 3.0,
47
+ "grad_norm": 24.60751724243164,
48
+ "learning_rate": 9.796062992125985e-05,
49
+ "loss": 0.3696,
50
+ "step": 1539
51
+ },
52
+ {
53
+ "epoch": 3.0,
54
+ "eval_cer": 0.09981164627486981,
55
+ "eval_loss": 0.397329181432724,
56
+ "eval_runtime": 30.5019,
57
+ "eval_samples_per_second": 27.08,
58
+ "eval_steps_per_second": 6.786,
59
+ "eval_wer": 0.4564905570164953,
60
+ "step": 1539
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "grad_norm": 8.973501205444336,
65
+ "learning_rate": 9.695078740157481e-05,
66
+ "loss": 0.3007,
67
+ "step": 2052
68
+ },
69
+ {
70
+ "epoch": 4.0,
71
+ "eval_cer": 0.09322717991737761,
72
+ "eval_loss": 0.3895888030529022,
73
+ "eval_runtime": 29.8209,
74
+ "eval_samples_per_second": 27.699,
75
+ "eval_steps_per_second": 6.941,
76
+ "eval_wer": 0.4311498924217069,
77
+ "step": 2052
78
+ },
79
+ {
80
+ "epoch": 5.0,
81
+ "grad_norm": 3.461097240447998,
82
+ "learning_rate": 9.594094488188978e-05,
83
+ "loss": 0.2564,
84
+ "step": 2565
85
+ },
86
+ {
87
+ "epoch": 5.0,
88
+ "eval_cer": 0.09659855331676664,
89
+ "eval_loss": 0.3743041455745697,
90
+ "eval_runtime": 29.9644,
91
+ "eval_samples_per_second": 27.566,
92
+ "eval_steps_per_second": 6.908,
93
+ "eval_wer": 0.4372459956968683,
94
+ "step": 2565
95
+ }
96
+ ],
97
+ "logging_steps": 500,
98
+ "max_steps": 51300,
99
+ "num_input_tokens_seen": 0,
100
+ "num_train_epochs": 100,
101
+ "save_steps": 500,
102
+ "stateful_callbacks": {
103
+ "EarlyStoppingCallback": {
104
+ "args": {
105
+ "early_stopping_patience": 20,
106
+ "early_stopping_threshold": 0.001
107
+ },
108
+ "attributes": {
109
+ "early_stopping_patience_counter": 1
110
+ }
111
+ },
112
+ "TrainerControl": {
113
+ "args": {
114
+ "should_epoch_stop": false,
115
+ "should_evaluate": false,
116
+ "should_log": false,
117
+ "should_save": true,
118
+ "should_training_stop": false
119
+ },
120
+ "attributes": {}
121
+ }
122
+ },
123
+ "total_flos": 5.452986985590958e+18,
124
+ "train_batch_size": 8,
125
+ "trial_name": null,
126
+ "trial_params": null
127
+ }
checkpoint-2565/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b71a1c487e8560b2d69fe2832962ae0eb6d2d0e7304ab8707b68c92ffe58d66
3
+ size 5304