Upload 14 files
Browse files- all_results.json +8 -0
- config.json +108 -0
- optimizer.pt +3 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +6 -0
- tokenizer_config.json +14 -0
- train_results.json +8 -0
- trainer_state.json +666 -0
- training_args.bin +3 -0
- vocab.json +46 -0
all_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 11.39,
|
3 |
+
"train_loss": 218.4774083984375,
|
4 |
+
"train_runtime": 9202.4528,
|
5 |
+
"train_samples": 7024,
|
6 |
+
"train_samples_per_second": 8.693,
|
7 |
+
"train_steps_per_second": 1.087
|
8 |
+
}
|
config.json
ADDED
@@ -0,0 +1,108 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "lgris/bp_400h_xlsr2_300M",
|
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": 0.1,
|
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": [
|
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": "sum",
|
45 |
+
"ctc_zero_infinity": false,
|
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": 0.1,
|
53 |
+
"feat_quantizer_dropout": 0.0,
|
54 |
+
"final_dropout": 0.1,
|
55 |
+
"gradient_checkpointing": false,
|
56 |
+
"hidden_act": "gelu",
|
57 |
+
"hidden_dropout": 0.1,
|
58 |
+
"hidden_size": 1024,
|
59 |
+
"initializer_range": 0.02,
|
60 |
+
"intermediate_size": 4096,
|
61 |
+
"layer_norm_eps": 1e-05,
|
62 |
+
"layerdrop": 0.0,
|
63 |
+
"mask_feature_length": 10,
|
64 |
+
"mask_feature_min_masks": 0,
|
65 |
+
"mask_feature_prob": 0.0,
|
66 |
+
"mask_time_length": 10,
|
67 |
+
"mask_time_min_masks": 2,
|
68 |
+
"mask_time_prob": 0.05,
|
69 |
+
"model_type": "wav2vec2",
|
70 |
+
"num_adapter_layers": 3,
|
71 |
+
"num_attention_heads": 16,
|
72 |
+
"num_codevector_groups": 2,
|
73 |
+
"num_codevectors_per_group": 320,
|
74 |
+
"num_conv_pos_embedding_groups": 16,
|
75 |
+
"num_conv_pos_embeddings": 128,
|
76 |
+
"num_feat_extract_layers": 7,
|
77 |
+
"num_hidden_layers": 24,
|
78 |
+
"num_negatives": 100,
|
79 |
+
"output_hidden_size": 1024,
|
80 |
+
"pad_token_id": 0,
|
81 |
+
"proj_codevector_dim": 768,
|
82 |
+
"tdnn_dilation": [
|
83 |
+
1,
|
84 |
+
2,
|
85 |
+
3,
|
86 |
+
1,
|
87 |
+
1
|
88 |
+
],
|
89 |
+
"tdnn_dim": [
|
90 |
+
512,
|
91 |
+
512,
|
92 |
+
512,
|
93 |
+
512,
|
94 |
+
1500
|
95 |
+
],
|
96 |
+
"tdnn_kernel": [
|
97 |
+
5,
|
98 |
+
3,
|
99 |
+
3,
|
100 |
+
1,
|
101 |
+
1
|
102 |
+
],
|
103 |
+
"torch_dtype": "float32",
|
104 |
+
"transformers_version": "4.29.2",
|
105 |
+
"use_weighted_layer_sum": false,
|
106 |
+
"vocab_size": 44,
|
107 |
+
"xvector_output_dim": 512
|
108 |
+
}
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4cd629b244ea9bd81dbab89b7a3dbbfff1cf52ee6e8f5de5d5ea8055402862ee
|
3 |
+
size 2490517301
|
preprocessor_config.json
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
4 |
+
"feature_size": 1,
|
5 |
+
"padding_side": "right",
|
6 |
+
"padding_value": 0,
|
7 |
+
"processor_class": "Wav2Vec2Processor",
|
8 |
+
"return_attention_mask": true,
|
9 |
+
"sampling_rate": 16000
|
10 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6bbab804e00abceaf5f77c8b91673929aab2d54752d6759906e65c5c8ab4fcad
|
3 |
+
size 1262079089
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:99d283846fc8d61b2b8a3296e54a50406c2ebaea763f9e97993614fd0f7acdcc
|
3 |
+
size 14567
|
scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:33dc576dbca460909cd313e403b166b8f027764ab0301b0689155b7d90783bf1
|
3 |
+
size 559
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:edfb59c94cc0f2c5014ae5820494437671f2c32d0fd2dab3bece1a23c7e0e7d7
|
3 |
+
size 623
|
special_tokens_map.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"eos_token": "</s>",
|
4 |
+
"pad_token": "<pad>",
|
5 |
+
"unk_token": "<unk>"
|
6 |
+
}
|
tokenizer_config.json
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"clean_up_tokenization_spaces": true,
|
4 |
+
"do_lower_case": false,
|
5 |
+
"eos_token": "</s>",
|
6 |
+
"model_max_length": 1000000000000000019884624838656,
|
7 |
+
"pad_token": "<pad>",
|
8 |
+
"processor_class": "Wav2Vec2Processor",
|
9 |
+
"replace_word_delimiter_char": " ",
|
10 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
11 |
+
"tokenizer_file": null,
|
12 |
+
"unk_token": "<unk>",
|
13 |
+
"word_delimiter_token": "|"
|
14 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 11.39,
|
3 |
+
"train_loss": 218.4774083984375,
|
4 |
+
"train_runtime": 9202.4528,
|
5 |
+
"train_samples": 7024,
|
6 |
+
"train_samples_per_second": 8.693,
|
7 |
+
"train_steps_per_second": 1.087
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,666 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 11.389521640091116,
|
5 |
+
"global_step": 10000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.11,
|
12 |
+
"learning_rate": 5e-05,
|
13 |
+
"loss": 467.0219,
|
14 |
+
"step": 100
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.23,
|
18 |
+
"learning_rate": 5e-05,
|
19 |
+
"loss": 446.5955,
|
20 |
+
"step": 200
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.34,
|
24 |
+
"learning_rate": 5e-05,
|
25 |
+
"loss": 393.423,
|
26 |
+
"step": 300
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.46,
|
30 |
+
"learning_rate": 5e-05,
|
31 |
+
"loss": 360.4873,
|
32 |
+
"step": 400
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.57,
|
36 |
+
"learning_rate": 5e-05,
|
37 |
+
"loss": 369.4461,
|
38 |
+
"step": 500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.68,
|
42 |
+
"learning_rate": 5e-05,
|
43 |
+
"loss": 364.8889,
|
44 |
+
"step": 600
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.8,
|
48 |
+
"learning_rate": 5e-05,
|
49 |
+
"loss": 362.8324,
|
50 |
+
"step": 700
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.91,
|
54 |
+
"learning_rate": 5e-05,
|
55 |
+
"loss": 345.4677,
|
56 |
+
"step": 800
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 1.03,
|
60 |
+
"learning_rate": 5e-05,
|
61 |
+
"loss": 377.1422,
|
62 |
+
"step": 900
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 1.14,
|
66 |
+
"learning_rate": 5e-05,
|
67 |
+
"loss": 319.0323,
|
68 |
+
"step": 1000
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.25,
|
72 |
+
"learning_rate": 5e-05,
|
73 |
+
"loss": 298.1518,
|
74 |
+
"step": 1100
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.37,
|
78 |
+
"learning_rate": 5e-05,
|
79 |
+
"loss": 335.3308,
|
80 |
+
"step": 1200
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.48,
|
84 |
+
"learning_rate": 5e-05,
|
85 |
+
"loss": 290.9471,
|
86 |
+
"step": 1300
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.59,
|
90 |
+
"learning_rate": 5e-05,
|
91 |
+
"loss": 310.6187,
|
92 |
+
"step": 1400
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.71,
|
96 |
+
"learning_rate": 5e-05,
|
97 |
+
"loss": 333.6563,
|
98 |
+
"step": 1500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.82,
|
102 |
+
"learning_rate": 5e-05,
|
103 |
+
"loss": 287.3142,
|
104 |
+
"step": 1600
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.94,
|
108 |
+
"learning_rate": 5e-05,
|
109 |
+
"loss": 304.1946,
|
110 |
+
"step": 1700
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 2.05,
|
114 |
+
"learning_rate": 5e-05,
|
115 |
+
"loss": 295.4456,
|
116 |
+
"step": 1800
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 2.16,
|
120 |
+
"learning_rate": 5e-05,
|
121 |
+
"loss": 288.6632,
|
122 |
+
"step": 1900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 2.28,
|
126 |
+
"learning_rate": 5e-05,
|
127 |
+
"loss": 268.8452,
|
128 |
+
"step": 2000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 2.28,
|
132 |
+
"eval_cer": 0.1040043410507569,
|
133 |
+
"eval_loss": 262.4808654785156,
|
134 |
+
"eval_runtime": 146.2892,
|
135 |
+
"eval_samples_per_second": 12.783,
|
136 |
+
"eval_steps_per_second": 1.6,
|
137 |
+
"eval_wer": 0.22893966022261278,
|
138 |
+
"step": 2000
|
139 |
+
},
|
140 |
+
{
|
141 |
+
"epoch": 2.39,
|
142 |
+
"learning_rate": 5e-05,
|
143 |
+
"loss": 279.8674,
|
144 |
+
"step": 2100
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 2.51,
|
148 |
+
"learning_rate": 5e-05,
|
149 |
+
"loss": 288.3673,
|
150 |
+
"step": 2200
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 2.62,
|
154 |
+
"learning_rate": 5e-05,
|
155 |
+
"loss": 266.2094,
|
156 |
+
"step": 2300
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 2.73,
|
160 |
+
"learning_rate": 5e-05,
|
161 |
+
"loss": 266.3993,
|
162 |
+
"step": 2400
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 2.85,
|
166 |
+
"learning_rate": 5e-05,
|
167 |
+
"loss": 265.0983,
|
168 |
+
"step": 2500
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 2.96,
|
172 |
+
"learning_rate": 5e-05,
|
173 |
+
"loss": 280.5026,
|
174 |
+
"step": 2600
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 3.08,
|
178 |
+
"learning_rate": 5e-05,
|
179 |
+
"loss": 253.5466,
|
180 |
+
"step": 2700
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 3.19,
|
184 |
+
"learning_rate": 5e-05,
|
185 |
+
"loss": 259.7672,
|
186 |
+
"step": 2800
|
187 |
+
},
|
188 |
+
{
|
189 |
+
"epoch": 3.3,
|
190 |
+
"learning_rate": 5e-05,
|
191 |
+
"loss": 241.1983,
|
192 |
+
"step": 2900
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 3.42,
|
196 |
+
"learning_rate": 5e-05,
|
197 |
+
"loss": 234.3184,
|
198 |
+
"step": 3000
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 3.53,
|
202 |
+
"learning_rate": 5e-05,
|
203 |
+
"loss": 241.2133,
|
204 |
+
"step": 3100
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 3.64,
|
208 |
+
"learning_rate": 5e-05,
|
209 |
+
"loss": 264.1351,
|
210 |
+
"step": 3200
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 3.76,
|
214 |
+
"learning_rate": 5e-05,
|
215 |
+
"loss": 247.2135,
|
216 |
+
"step": 3300
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 3.87,
|
220 |
+
"learning_rate": 5e-05,
|
221 |
+
"loss": 227.8616,
|
222 |
+
"step": 3400
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 3.99,
|
226 |
+
"learning_rate": 5e-05,
|
227 |
+
"loss": 236.7091,
|
228 |
+
"step": 3500
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 4.1,
|
232 |
+
"learning_rate": 5e-05,
|
233 |
+
"loss": 234.9673,
|
234 |
+
"step": 3600
|
235 |
+
},
|
236 |
+
{
|
237 |
+
"epoch": 4.21,
|
238 |
+
"learning_rate": 5e-05,
|
239 |
+
"loss": 211.579,
|
240 |
+
"step": 3700
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 4.33,
|
244 |
+
"learning_rate": 5e-05,
|
245 |
+
"loss": 226.7139,
|
246 |
+
"step": 3800
|
247 |
+
},
|
248 |
+
{
|
249 |
+
"epoch": 4.44,
|
250 |
+
"learning_rate": 5e-05,
|
251 |
+
"loss": 239.6923,
|
252 |
+
"step": 3900
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 4.56,
|
256 |
+
"learning_rate": 5e-05,
|
257 |
+
"loss": 212.4134,
|
258 |
+
"step": 4000
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 4.56,
|
262 |
+
"eval_cer": 0.09499526936776491,
|
263 |
+
"eval_loss": 273.2842712402344,
|
264 |
+
"eval_runtime": 145.12,
|
265 |
+
"eval_samples_per_second": 12.886,
|
266 |
+
"eval_steps_per_second": 1.612,
|
267 |
+
"eval_wer": 0.20917789494239405,
|
268 |
+
"step": 4000
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 4.67,
|
272 |
+
"learning_rate": 5e-05,
|
273 |
+
"loss": 222.3978,
|
274 |
+
"step": 4100
|
275 |
+
},
|
276 |
+
{
|
277 |
+
"epoch": 4.78,
|
278 |
+
"learning_rate": 5e-05,
|
279 |
+
"loss": 220.115,
|
280 |
+
"step": 4200
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 4.9,
|
284 |
+
"learning_rate": 5e-05,
|
285 |
+
"loss": 214.0393,
|
286 |
+
"step": 4300
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 5.01,
|
290 |
+
"learning_rate": 5e-05,
|
291 |
+
"loss": 217.6124,
|
292 |
+
"step": 4400
|
293 |
+
},
|
294 |
+
{
|
295 |
+
"epoch": 5.13,
|
296 |
+
"learning_rate": 5e-05,
|
297 |
+
"loss": 207.3773,
|
298 |
+
"step": 4500
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 5.24,
|
302 |
+
"learning_rate": 5e-05,
|
303 |
+
"loss": 210.2402,
|
304 |
+
"step": 4600
|
305 |
+
},
|
306 |
+
{
|
307 |
+
"epoch": 5.35,
|
308 |
+
"learning_rate": 5e-05,
|
309 |
+
"loss": 183.2794,
|
310 |
+
"step": 4700
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 5.47,
|
314 |
+
"learning_rate": 5e-05,
|
315 |
+
"loss": 212.013,
|
316 |
+
"step": 4800
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 5.58,
|
320 |
+
"learning_rate": 5e-05,
|
321 |
+
"loss": 201.9256,
|
322 |
+
"step": 4900
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 5.69,
|
326 |
+
"learning_rate": 5e-05,
|
327 |
+
"loss": 204.919,
|
328 |
+
"step": 5000
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 5.81,
|
332 |
+
"learning_rate": 5e-05,
|
333 |
+
"loss": 200.8947,
|
334 |
+
"step": 5100
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 5.92,
|
338 |
+
"learning_rate": 5e-05,
|
339 |
+
"loss": 205.1183,
|
340 |
+
"step": 5200
|
341 |
+
},
|
342 |
+
{
|
343 |
+
"epoch": 6.04,
|
344 |
+
"learning_rate": 5e-05,
|
345 |
+
"loss": 183.53,
|
346 |
+
"step": 5300
|
347 |
+
},
|
348 |
+
{
|
349 |
+
"epoch": 6.15,
|
350 |
+
"learning_rate": 5e-05,
|
351 |
+
"loss": 176.2721,
|
352 |
+
"step": 5400
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 6.26,
|
356 |
+
"learning_rate": 5e-05,
|
357 |
+
"loss": 182.444,
|
358 |
+
"step": 5500
|
359 |
+
},
|
360 |
+
{
|
361 |
+
"epoch": 6.38,
|
362 |
+
"learning_rate": 5e-05,
|
363 |
+
"loss": 179.9177,
|
364 |
+
"step": 5600
|
365 |
+
},
|
366 |
+
{
|
367 |
+
"epoch": 6.49,
|
368 |
+
"learning_rate": 5e-05,
|
369 |
+
"loss": 184.7364,
|
370 |
+
"step": 5700
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 6.61,
|
374 |
+
"learning_rate": 5e-05,
|
375 |
+
"loss": 170.2941,
|
376 |
+
"step": 5800
|
377 |
+
},
|
378 |
+
{
|
379 |
+
"epoch": 6.72,
|
380 |
+
"learning_rate": 5e-05,
|
381 |
+
"loss": 184.6765,
|
382 |
+
"step": 5900
|
383 |
+
},
|
384 |
+
{
|
385 |
+
"epoch": 6.83,
|
386 |
+
"learning_rate": 5e-05,
|
387 |
+
"loss": 200.3965,
|
388 |
+
"step": 6000
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 6.83,
|
392 |
+
"eval_cer": 0.09548224621549421,
|
393 |
+
"eval_loss": 279.6430358886719,
|
394 |
+
"eval_runtime": 147.4008,
|
395 |
+
"eval_samples_per_second": 12.687,
|
396 |
+
"eval_steps_per_second": 1.588,
|
397 |
+
"eval_wer": 0.2134348760007811,
|
398 |
+
"step": 6000
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 6.95,
|
402 |
+
"learning_rate": 5e-05,
|
403 |
+
"loss": 203.8473,
|
404 |
+
"step": 6100
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 7.06,
|
408 |
+
"learning_rate": 5e-05,
|
409 |
+
"loss": 180.4022,
|
410 |
+
"step": 6200
|
411 |
+
},
|
412 |
+
{
|
413 |
+
"epoch": 7.18,
|
414 |
+
"learning_rate": 5e-05,
|
415 |
+
"loss": 167.2582,
|
416 |
+
"step": 6300
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 7.29,
|
420 |
+
"learning_rate": 5e-05,
|
421 |
+
"loss": 171.7429,
|
422 |
+
"step": 6400
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 7.4,
|
426 |
+
"learning_rate": 5e-05,
|
427 |
+
"loss": 161.9806,
|
428 |
+
"step": 6500
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 7.52,
|
432 |
+
"learning_rate": 5e-05,
|
433 |
+
"loss": 181.7546,
|
434 |
+
"step": 6600
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 7.63,
|
438 |
+
"learning_rate": 5e-05,
|
439 |
+
"loss": 166.6461,
|
440 |
+
"step": 6700
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 7.74,
|
444 |
+
"learning_rate": 5e-05,
|
445 |
+
"loss": 156.8281,
|
446 |
+
"step": 6800
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 7.86,
|
450 |
+
"learning_rate": 5e-05,
|
451 |
+
"loss": 162.8639,
|
452 |
+
"step": 6900
|
453 |
+
},
|
454 |
+
{
|
455 |
+
"epoch": 7.97,
|
456 |
+
"learning_rate": 5e-05,
|
457 |
+
"loss": 177.6029,
|
458 |
+
"step": 7000
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 8.09,
|
462 |
+
"learning_rate": 5e-05,
|
463 |
+
"loss": 162.6876,
|
464 |
+
"step": 7100
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 8.2,
|
468 |
+
"learning_rate": 5e-05,
|
469 |
+
"loss": 154.6953,
|
470 |
+
"step": 7200
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 8.31,
|
474 |
+
"learning_rate": 5e-05,
|
475 |
+
"loss": 157.7532,
|
476 |
+
"step": 7300
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 8.43,
|
480 |
+
"learning_rate": 5e-05,
|
481 |
+
"loss": 155.4144,
|
482 |
+
"step": 7400
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 8.54,
|
486 |
+
"learning_rate": 5e-05,
|
487 |
+
"loss": 160.9859,
|
488 |
+
"step": 7500
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 8.66,
|
492 |
+
"learning_rate": 5e-05,
|
493 |
+
"loss": 157.5087,
|
494 |
+
"step": 7600
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 8.77,
|
498 |
+
"learning_rate": 5e-05,
|
499 |
+
"loss": 158.3729,
|
500 |
+
"step": 7700
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 8.88,
|
504 |
+
"learning_rate": 5e-05,
|
505 |
+
"loss": 161.7107,
|
506 |
+
"step": 7800
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 9.0,
|
510 |
+
"learning_rate": 5e-05,
|
511 |
+
"loss": 158.3218,
|
512 |
+
"step": 7900
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 9.11,
|
516 |
+
"learning_rate": 5e-05,
|
517 |
+
"loss": 130.7524,
|
518 |
+
"step": 8000
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 9.11,
|
522 |
+
"eval_cer": 0.09586487088156723,
|
523 |
+
"eval_loss": 320.47552490234375,
|
524 |
+
"eval_runtime": 144.7814,
|
525 |
+
"eval_samples_per_second": 12.916,
|
526 |
+
"eval_steps_per_second": 1.616,
|
527 |
+
"eval_wer": 0.20667838312829526,
|
528 |
+
"step": 8000
|
529 |
+
},
|
530 |
+
{
|
531 |
+
"epoch": 9.23,
|
532 |
+
"learning_rate": 5e-05,
|
533 |
+
"loss": 142.4579,
|
534 |
+
"step": 8100
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 9.34,
|
538 |
+
"learning_rate": 5e-05,
|
539 |
+
"loss": 147.8841,
|
540 |
+
"step": 8200
|
541 |
+
},
|
542 |
+
{
|
543 |
+
"epoch": 9.45,
|
544 |
+
"learning_rate": 5e-05,
|
545 |
+
"loss": 158.0805,
|
546 |
+
"step": 8300
|
547 |
+
},
|
548 |
+
{
|
549 |
+
"epoch": 9.57,
|
550 |
+
"learning_rate": 5e-05,
|
551 |
+
"loss": 145.2056,
|
552 |
+
"step": 8400
|
553 |
+
},
|
554 |
+
{
|
555 |
+
"epoch": 9.68,
|
556 |
+
"learning_rate": 5e-05,
|
557 |
+
"loss": 144.9573,
|
558 |
+
"step": 8500
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 9.79,
|
562 |
+
"learning_rate": 5e-05,
|
563 |
+
"loss": 148.1379,
|
564 |
+
"step": 8600
|
565 |
+
},
|
566 |
+
{
|
567 |
+
"epoch": 9.91,
|
568 |
+
"learning_rate": 5e-05,
|
569 |
+
"loss": 148.8498,
|
570 |
+
"step": 8700
|
571 |
+
},
|
572 |
+
{
|
573 |
+
"epoch": 10.02,
|
574 |
+
"learning_rate": 5e-05,
|
575 |
+
"loss": 160.1041,
|
576 |
+
"step": 8800
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 10.14,
|
580 |
+
"learning_rate": 5e-05,
|
581 |
+
"loss": 141.2527,
|
582 |
+
"step": 8900
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"epoch": 10.25,
|
586 |
+
"learning_rate": 5e-05,
|
587 |
+
"loss": 127.7468,
|
588 |
+
"step": 9000
|
589 |
+
},
|
590 |
+
{
|
591 |
+
"epoch": 10.36,
|
592 |
+
"learning_rate": 5e-05,
|
593 |
+
"loss": 136.7523,
|
594 |
+
"step": 9100
|
595 |
+
},
|
596 |
+
{
|
597 |
+
"epoch": 10.48,
|
598 |
+
"learning_rate": 5e-05,
|
599 |
+
"loss": 134.6625,
|
600 |
+
"step": 9200
|
601 |
+
},
|
602 |
+
{
|
603 |
+
"epoch": 10.59,
|
604 |
+
"learning_rate": 5e-05,
|
605 |
+
"loss": 138.4917,
|
606 |
+
"step": 9300
|
607 |
+
},
|
608 |
+
{
|
609 |
+
"epoch": 10.71,
|
610 |
+
"learning_rate": 5e-05,
|
611 |
+
"loss": 135.3308,
|
612 |
+
"step": 9400
|
613 |
+
},
|
614 |
+
{
|
615 |
+
"epoch": 10.82,
|
616 |
+
"learning_rate": 5e-05,
|
617 |
+
"loss": 143.3156,
|
618 |
+
"step": 9500
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 10.93,
|
622 |
+
"learning_rate": 5e-05,
|
623 |
+
"loss": 130.6054,
|
624 |
+
"step": 9600
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 11.05,
|
628 |
+
"learning_rate": 5e-05,
|
629 |
+
"loss": 138.9151,
|
630 |
+
"step": 9700
|
631 |
+
},
|
632 |
+
{
|
633 |
+
"epoch": 11.16,
|
634 |
+
"learning_rate": 5e-05,
|
635 |
+
"loss": 125.203,
|
636 |
+
"step": 9800
|
637 |
+
},
|
638 |
+
{
|
639 |
+
"epoch": 11.28,
|
640 |
+
"learning_rate": 5e-05,
|
641 |
+
"loss": 131.7745,
|
642 |
+
"step": 9900
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 11.39,
|
646 |
+
"learning_rate": 5e-05,
|
647 |
+
"loss": 119.4062,
|
648 |
+
"step": 10000
|
649 |
+
},
|
650 |
+
{
|
651 |
+
"epoch": 11.39,
|
652 |
+
"eval_cer": 0.09683186776491541,
|
653 |
+
"eval_loss": 327.7448425292969,
|
654 |
+
"eval_runtime": 145.6399,
|
655 |
+
"eval_samples_per_second": 12.84,
|
656 |
+
"eval_steps_per_second": 1.607,
|
657 |
+
"eval_wer": 0.20937316930287053,
|
658 |
+
"step": 10000
|
659 |
+
}
|
660 |
+
],
|
661 |
+
"max_steps": 10000,
|
662 |
+
"num_train_epochs": 12,
|
663 |
+
"total_flos": 1.2933525176475093e+19,
|
664 |
+
"trial_name": null,
|
665 |
+
"trial_params": null
|
666 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8df666f0a9af7a95cf6bd16018c9b643dc7cb2a0395205e4cfa917f8781d6759
|
3 |
+
size 3887
|
vocab.json
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"-": 35,
|
3 |
+
"</s>": 2,
|
4 |
+
"<pad>": 0,
|
5 |
+
"<s>": 1,
|
6 |
+
"<unk>": 3,
|
7 |
+
"a": 5,
|
8 |
+
"b": 24,
|
9 |
+
"c": 16,
|
10 |
+
"d": 13,
|
11 |
+
"e": 6,
|
12 |
+
"f": 22,
|
13 |
+
"g": 21,
|
14 |
+
"h": 23,
|
15 |
+
"i": 10,
|
16 |
+
"j": 30,
|
17 |
+
"k": 41,
|
18 |
+
"l": 17,
|
19 |
+
"m": 12,
|
20 |
+
"n": 11,
|
21 |
+
"o": 7,
|
22 |
+
"p": 18,
|
23 |
+
"q": 20,
|
24 |
+
"r": 9,
|
25 |
+
"s": 8,
|
26 |
+
"t": 14,
|
27 |
+
"u": 15,
|
28 |
+
"v": 19,
|
29 |
+
"w": 43,
|
30 |
+
"x": 33,
|
31 |
+
"y": 42,
|
32 |
+
"z": 29,
|
33 |
+
"|": 4,
|
34 |
+
"à": 38,
|
35 |
+
"á": 28,
|
36 |
+
"â": 40,
|
37 |
+
"ã": 25,
|
38 |
+
"ç": 27,
|
39 |
+
"é": 26,
|
40 |
+
"ê": 32,
|
41 |
+
"í": 31,
|
42 |
+
"ó": 34,
|
43 |
+
"ô": 39,
|
44 |
+
"õ": 36,
|
45 |
+
"ú": 37
|
46 |
+
}
|