End of training
Browse files- README.md +72 -0
- all_results.json +9 -0
- config.json +116 -0
- model.safetensors +3 -0
- preprocessor_config.json +10 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +48 -0
- train_results.json +9 -0
- trainer_state.json +178 -0
- training_args.bin +3 -0
- vocab.json +42 -0
README.md
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: lnxdx/B2_1000_1e-5_hp-mehrdad
|
| 3 |
+
tags:
|
| 4 |
+
- generated_from_trainer
|
| 5 |
+
metrics:
|
| 6 |
+
- wer
|
| 7 |
+
model-index:
|
| 8 |
+
- name: C1_1000_1e-5_mehrdad
|
| 9 |
+
results: []
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# C1_1000_1e-5_mehrdad
|
| 16 |
+
|
| 17 |
+
This model is a fine-tuned version of [lnxdx/B2_1000_1e-5_hp-mehrdad](https://huggingface.co/lnxdx/B2_1000_1e-5_hp-mehrdad) on the None dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.6620
|
| 20 |
+
- Wer: 0.3151
|
| 21 |
+
|
| 22 |
+
## Model description
|
| 23 |
+
|
| 24 |
+
More information needed
|
| 25 |
+
|
| 26 |
+
## Intended uses & limitations
|
| 27 |
+
|
| 28 |
+
More information needed
|
| 29 |
+
|
| 30 |
+
## Training and evaluation data
|
| 31 |
+
|
| 32 |
+
More information needed
|
| 33 |
+
|
| 34 |
+
## Training procedure
|
| 35 |
+
|
| 36 |
+
### Training hyperparameters
|
| 37 |
+
|
| 38 |
+
The following hyperparameters were used during training:
|
| 39 |
+
- learning_rate: 1e-05
|
| 40 |
+
- train_batch_size: 8
|
| 41 |
+
- eval_batch_size: 8
|
| 42 |
+
- seed: 42
|
| 43 |
+
- gradient_accumulation_steps: 2
|
| 44 |
+
- total_train_batch_size: 16
|
| 45 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 46 |
+
- lr_scheduler_type: linear
|
| 47 |
+
- lr_scheduler_warmup_steps: 500
|
| 48 |
+
- training_steps: 1000
|
| 49 |
+
- mixed_precision_training: Native AMP
|
| 50 |
+
|
| 51 |
+
### Training results
|
| 52 |
+
|
| 53 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 54 |
+
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
| 55 |
+
| 0.7062 | 0.62 | 100 | 0.6594 | 0.3160 |
|
| 56 |
+
| 0.7111 | 1.25 | 200 | 0.6545 | 0.3178 |
|
| 57 |
+
| 0.7094 | 1.88 | 300 | 0.6425 | 0.3218 |
|
| 58 |
+
| 0.649 | 2.5 | 400 | 0.6549 | 0.3186 |
|
| 59 |
+
| 0.6436 | 3.12 | 500 | 0.6657 | 0.3154 |
|
| 60 |
+
| 0.6541 | 3.75 | 600 | 0.6530 | 0.3172 |
|
| 61 |
+
| 0.6317 | 4.38 | 700 | 0.6601 | 0.3151 |
|
| 62 |
+
| 0.6405 | 5.0 | 800 | 0.6589 | 0.3180 |
|
| 63 |
+
| 0.6284 | 5.62 | 900 | 0.6641 | 0.3143 |
|
| 64 |
+
| 0.6287 | 6.25 | 1000 | 0.6620 | 0.3151 |
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
### Framework versions
|
| 68 |
+
|
| 69 |
+
- Transformers 4.35.2
|
| 70 |
+
- Pytorch 2.1.0+cu118
|
| 71 |
+
- Datasets 2.15.0
|
| 72 |
+
- Tokenizers 0.15.0
|
all_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 6.25,
|
| 3 |
+
"total_flos": 4.798362622332561e+18,
|
| 4 |
+
"train_loss": 0.6602616081237793,
|
| 5 |
+
"train_runtime": 4840.2702,
|
| 6 |
+
"train_samples": 2554,
|
| 7 |
+
"train_samples_per_second": 3.306,
|
| 8 |
+
"train_steps_per_second": 0.207
|
| 9 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "lnxdx/B2_1000_1e-5_hp-mehrdad",
|
| 3 |
+
"activation_dropout": 0.09216,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.05316,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 256,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.01249,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.01941,
|
| 58 |
+
"hidden_size": 1024,
|
| 59 |
+
"initializer_range": 0.02,
|
| 60 |
+
"intermediate_size": 4096,
|
| 61 |
+
"layer_norm_eps": 1e-05,
|
| 62 |
+
"layerdrop": 0.01377,
|
| 63 |
+
"mask_channel_length": 10,
|
| 64 |
+
"mask_channel_min_space": 1,
|
| 65 |
+
"mask_channel_other": 0.0,
|
| 66 |
+
"mask_channel_prob": 0.0,
|
| 67 |
+
"mask_channel_selection": "static",
|
| 68 |
+
"mask_feature_length": 10,
|
| 69 |
+
"mask_feature_min_masks": 0,
|
| 70 |
+
"mask_feature_prob": 0.0,
|
| 71 |
+
"mask_time_length": 10,
|
| 72 |
+
"mask_time_min_masks": 2,
|
| 73 |
+
"mask_time_min_space": 1,
|
| 74 |
+
"mask_time_other": 0.0,
|
| 75 |
+
"mask_time_prob": 0.04529,
|
| 76 |
+
"mask_time_selection": "static",
|
| 77 |
+
"model_type": "wav2vec2",
|
| 78 |
+
"num_adapter_layers": 3,
|
| 79 |
+
"num_attention_heads": 16,
|
| 80 |
+
"num_codevector_groups": 2,
|
| 81 |
+
"num_codevectors_per_group": 320,
|
| 82 |
+
"num_conv_pos_embedding_groups": 16,
|
| 83 |
+
"num_conv_pos_embeddings": 128,
|
| 84 |
+
"num_feat_extract_layers": 7,
|
| 85 |
+
"num_hidden_layers": 24,
|
| 86 |
+
"num_negatives": 100,
|
| 87 |
+
"output_hidden_size": 1024,
|
| 88 |
+
"pad_token_id": 0,
|
| 89 |
+
"proj_codevector_dim": 256,
|
| 90 |
+
"tdnn_dilation": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
1,
|
| 95 |
+
1
|
| 96 |
+
],
|
| 97 |
+
"tdnn_dim": [
|
| 98 |
+
512,
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
1500
|
| 103 |
+
],
|
| 104 |
+
"tdnn_kernel": [
|
| 105 |
+
5,
|
| 106 |
+
3,
|
| 107 |
+
3,
|
| 108 |
+
1,
|
| 109 |
+
1
|
| 110 |
+
],
|
| 111 |
+
"torch_dtype": "float32",
|
| 112 |
+
"transformers_version": "4.35.2",
|
| 113 |
+
"use_weighted_layer_sum": false,
|
| 114 |
+
"vocab_size": 40,
|
| 115 |
+
"xvector_output_dim": 512
|
| 116 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c9eb644332a25a9cc8e48235de2775319c5f2808b2e5a51d16086894105841b
|
| 3 |
+
size 1261971480
|
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": 0.0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": true,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": true,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": true,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": true,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "<pad>",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "<unk>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<s>",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": true,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": true,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": false
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": true,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": true,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": false
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"do_lower_case": false,
|
| 39 |
+
"eos_token": "</s>",
|
| 40 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 41 |
+
"pad_token": "<pad>",
|
| 42 |
+
"processor_class": "Wav2Vec2Processor",
|
| 43 |
+
"replace_word_delimiter_char": " ",
|
| 44 |
+
"target_lang": null,
|
| 45 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 46 |
+
"unk_token": "<unk>",
|
| 47 |
+
"word_delimiter_token": "|"
|
| 48 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 6.25,
|
| 3 |
+
"total_flos": 4.798362622332561e+18,
|
| 4 |
+
"train_loss": 0.6602616081237793,
|
| 5 |
+
"train_runtime": 4840.2702,
|
| 6 |
+
"train_samples": 2554,
|
| 7 |
+
"train_samples_per_second": 3.306,
|
| 8 |
+
"train_steps_per_second": 0.207
|
| 9 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,178 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.3142523364485981,
|
| 3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/wav2vec2-large-xlsr-persian-asr-shemo_sm95/checkpoint-900",
|
| 4 |
+
"epoch": 6.25,
|
| 5 |
+
"eval_steps": 100,
|
| 6 |
+
"global_step": 1000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.62,
|
| 13 |
+
"learning_rate": 2.0000000000000003e-06,
|
| 14 |
+
"loss": 0.7062,
|
| 15 |
+
"step": 100
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.62,
|
| 19 |
+
"eval_loss": 0.6594027876853943,
|
| 20 |
+
"eval_runtime": 34.2834,
|
| 21 |
+
"eval_samples_per_second": 8.284,
|
| 22 |
+
"eval_steps_per_second": 1.05,
|
| 23 |
+
"eval_wer": 0.31600467289719625,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 1.25,
|
| 28 |
+
"learning_rate": 3.96e-06,
|
| 29 |
+
"loss": 0.7111,
|
| 30 |
+
"step": 200
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.25,
|
| 34 |
+
"eval_loss": 0.6545001864433289,
|
| 35 |
+
"eval_runtime": 34.16,
|
| 36 |
+
"eval_samples_per_second": 8.314,
|
| 37 |
+
"eval_steps_per_second": 1.054,
|
| 38 |
+
"eval_wer": 0.3177570093457944,
|
| 39 |
+
"step": 200
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 1.88,
|
| 43 |
+
"learning_rate": 5.9600000000000005e-06,
|
| 44 |
+
"loss": 0.7094,
|
| 45 |
+
"step": 300
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 1.88,
|
| 49 |
+
"eval_loss": 0.6424959301948547,
|
| 50 |
+
"eval_runtime": 33.6744,
|
| 51 |
+
"eval_samples_per_second": 8.434,
|
| 52 |
+
"eval_steps_per_second": 1.069,
|
| 53 |
+
"eval_wer": 0.32184579439252337,
|
| 54 |
+
"step": 300
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 2.5,
|
| 58 |
+
"learning_rate": 7.960000000000002e-06,
|
| 59 |
+
"loss": 0.649,
|
| 60 |
+
"step": 400
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 2.5,
|
| 64 |
+
"eval_loss": 0.6548773646354675,
|
| 65 |
+
"eval_runtime": 36.0564,
|
| 66 |
+
"eval_samples_per_second": 7.877,
|
| 67 |
+
"eval_steps_per_second": 0.998,
|
| 68 |
+
"eval_wer": 0.31863317757009346,
|
| 69 |
+
"step": 400
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 3.12,
|
| 73 |
+
"learning_rate": 9.960000000000001e-06,
|
| 74 |
+
"loss": 0.6436,
|
| 75 |
+
"step": 500
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 3.12,
|
| 79 |
+
"eval_loss": 0.6656894683837891,
|
| 80 |
+
"eval_runtime": 33.8076,
|
| 81 |
+
"eval_samples_per_second": 8.4,
|
| 82 |
+
"eval_steps_per_second": 1.065,
|
| 83 |
+
"eval_wer": 0.31542056074766356,
|
| 84 |
+
"step": 500
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 3.75,
|
| 88 |
+
"learning_rate": 8.040000000000001e-06,
|
| 89 |
+
"loss": 0.6541,
|
| 90 |
+
"step": 600
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 3.75,
|
| 94 |
+
"eval_loss": 0.6529704332351685,
|
| 95 |
+
"eval_runtime": 34.802,
|
| 96 |
+
"eval_samples_per_second": 8.16,
|
| 97 |
+
"eval_steps_per_second": 1.034,
|
| 98 |
+
"eval_wer": 0.3171728971962617,
|
| 99 |
+
"step": 600
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 4.38,
|
| 103 |
+
"learning_rate": 6.040000000000001e-06,
|
| 104 |
+
"loss": 0.6317,
|
| 105 |
+
"step": 700
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 4.38,
|
| 109 |
+
"eval_loss": 0.6600654125213623,
|
| 110 |
+
"eval_runtime": 34.964,
|
| 111 |
+
"eval_samples_per_second": 8.123,
|
| 112 |
+
"eval_steps_per_second": 1.03,
|
| 113 |
+
"eval_wer": 0.3151285046728972,
|
| 114 |
+
"step": 700
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 5.0,
|
| 118 |
+
"learning_rate": 4.060000000000001e-06,
|
| 119 |
+
"loss": 0.6405,
|
| 120 |
+
"step": 800
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 5.0,
|
| 124 |
+
"eval_loss": 0.658935010433197,
|
| 125 |
+
"eval_runtime": 34.6058,
|
| 126 |
+
"eval_samples_per_second": 8.207,
|
| 127 |
+
"eval_steps_per_second": 1.04,
|
| 128 |
+
"eval_wer": 0.3180490654205608,
|
| 129 |
+
"step": 800
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 5.62,
|
| 133 |
+
"learning_rate": 2.06e-06,
|
| 134 |
+
"loss": 0.6284,
|
| 135 |
+
"step": 900
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 5.62,
|
| 139 |
+
"eval_loss": 0.6640745401382446,
|
| 140 |
+
"eval_runtime": 35.8838,
|
| 141 |
+
"eval_samples_per_second": 7.914,
|
| 142 |
+
"eval_steps_per_second": 1.003,
|
| 143 |
+
"eval_wer": 0.3142523364485981,
|
| 144 |
+
"step": 900
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 6.25,
|
| 148 |
+
"learning_rate": 6.000000000000001e-08,
|
| 149 |
+
"loss": 0.6287,
|
| 150 |
+
"step": 1000
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 6.25,
|
| 154 |
+
"eval_loss": 0.662032425403595,
|
| 155 |
+
"eval_runtime": 34.5828,
|
| 156 |
+
"eval_samples_per_second": 8.212,
|
| 157 |
+
"eval_steps_per_second": 1.041,
|
| 158 |
+
"eval_wer": 0.3151285046728972,
|
| 159 |
+
"step": 1000
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 6.25,
|
| 163 |
+
"step": 1000,
|
| 164 |
+
"total_flos": 4.798362622332561e+18,
|
| 165 |
+
"train_loss": 0.6602616081237793,
|
| 166 |
+
"train_runtime": 4840.2702,
|
| 167 |
+
"train_samples_per_second": 3.306,
|
| 168 |
+
"train_steps_per_second": 0.207
|
| 169 |
+
}
|
| 170 |
+
],
|
| 171 |
+
"logging_steps": 100,
|
| 172 |
+
"max_steps": 1000,
|
| 173 |
+
"num_train_epochs": 7,
|
| 174 |
+
"save_steps": 100,
|
| 175 |
+
"total_flos": 4.798362622332561e+18,
|
| 176 |
+
"trial_name": null,
|
| 177 |
+
"trial_params": null
|
| 178 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:52ef4f95c7de7cb89818acdc4931e776b62d2f33ea3ff74017f8e856e85cbb17
|
| 3 |
+
size 4664
|
vocab.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 2,
|
| 3 |
+
"<pad>": 0,
|
| 4 |
+
"<s>": 1,
|
| 5 |
+
"<unk>": 3,
|
| 6 |
+
"|": 4,
|
| 7 |
+
"آ": 5,
|
| 8 |
+
"ئ": 6,
|
| 9 |
+
"ا": 7,
|
| 10 |
+
"ب": 8,
|
| 11 |
+
"ت": 9,
|
| 12 |
+
"ث": 10,
|
| 13 |
+
"ج": 11,
|
| 14 |
+
"ح": 12,
|
| 15 |
+
"خ": 13,
|
| 16 |
+
"د": 14,
|
| 17 |
+
"ذ": 15,
|
| 18 |
+
"ر": 16,
|
| 19 |
+
"ز": 17,
|
| 20 |
+
"س": 18,
|
| 21 |
+
"ش": 19,
|
| 22 |
+
"ص": 20,
|
| 23 |
+
"ض": 21,
|
| 24 |
+
"ط": 22,
|
| 25 |
+
"ظ": 23,
|
| 26 |
+
"ع": 24,
|
| 27 |
+
"غ": 25,
|
| 28 |
+
"ف": 26,
|
| 29 |
+
"ق": 27,
|
| 30 |
+
"ل": 28,
|
| 31 |
+
"م": 29,
|
| 32 |
+
"ن": 30,
|
| 33 |
+
"ه": 31,
|
| 34 |
+
"و": 32,
|
| 35 |
+
"پ": 33,
|
| 36 |
+
"چ": 34,
|
| 37 |
+
"ژ": 35,
|
| 38 |
+
"ک": 36,
|
| 39 |
+
"گ": 37,
|
| 40 |
+
"ی": 38,
|
| 41 |
+
"": 39
|
| 42 |
+
}
|