ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-18 18:21:50 +08:00
commit 2215700b54
12 changed files with 302 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

35
.gitattributes vendored Normal file
View File

@@ -0,0 +1,35 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text

53
README.md Normal file
View File

@@ -0,0 +1,53 @@
---
base_model: ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0
tags:
- generated_from_trainer
datasets:
- common_voice_16_0
model-index:
- name: w2v-bert-2.0-portuguese-colab-CV16.0
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# w2v-bert-2.0-portuguese-colab-CV16.0
This model is a fine-tuned version of [ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0](https://huggingface.co/ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0) on the common_voice_16_0 dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
- mixed_precision_training: Native AMP
### Framework versions
- Transformers 4.37.1
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

4
added_tokens.json Normal file
View File

@@ -0,0 +1,4 @@
{
"</s>": 50,
"<s>": 49
}

82
config.json Normal file
View File

@@ -0,0 +1,82 @@
{
"_name_or_path": "ocordeiro/w2v-bert-2.0-portuguese-colab-CV16.0",
"activation_dropout": 0.0,
"adapter_act": "relu",
"adapter_kernel_size": 3,
"adapter_stride": 2,
"add_adapter": true,
"apply_spec_augment": false,
"architectures": [
"Wav2Vec2BertForCTC"
],
"attention_dropout": 0.0,
"bos_token_id": 1,
"classifier_proj_size": 768,
"codevector_dim": 768,
"conformer_conv_dropout": 0.1,
"contrastive_logits_temperature": 0.1,
"conv_depthwise_kernel_size": 31,
"ctc_loss_reduction": "mean",
"ctc_zero_infinity": false,
"diversity_loss_weight": 0.1,
"eos_token_id": 2,
"feat_proj_dropout": 0.0,
"feat_quantizer_dropout": 0.0,
"feature_projection_input_dim": 160,
"final_dropout": 0.1,
"hidden_act": "swish",
"hidden_dropout": 0.0,
"hidden_size": 1024,
"initializer_range": 0.02,
"intermediate_size": 4096,
"layer_norm_eps": 1e-05,
"layerdrop": 0.0,
"left_max_position_embeddings": 64,
"mask_feature_length": 10,
"mask_feature_min_masks": 0,
"mask_feature_prob": 0.0,
"mask_time_length": 10,
"mask_time_min_masks": 2,
"mask_time_prob": 0.0,
"max_source_positions": 5000,
"model_type": "wav2vec2-bert",
"num_adapter_layers": 1,
"num_attention_heads": 16,
"num_codevector_groups": 2,
"num_codevectors_per_group": 320,
"num_hidden_layers": 24,
"num_negatives": 100,
"output_hidden_size": 1024,
"pad_token_id": 48,
"position_embeddings_type": "relative_key",
"proj_codevector_dim": 768,
"right_max_position_embeddings": 8,
"rotary_embedding_base": 10000,
"tdnn_dilation": [
1,
2,
3,
1,
1
],
"tdnn_dim": [
512,
512,
512,
512,
1500
],
"tdnn_kernel": [
5,
3,
3,
1,
1
],
"torch_dtype": "float32",
"transformers_version": "4.37.1",
"use_intermediate_ffn_before_adapter": false,
"use_weighted_layer_sum": false,
"vocab_size": 51,
"xvector_output_dim": 512
}

3
model.safetensors Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6ba2ba06ed9f2c95fe7ebe81ee66e01551d453bc574157caad50e5b07c03f583
size 2423023660

11
preprocessor_config.json Normal file
View File

@@ -0,0 +1,11 @@
{
"feature_extractor_type": "SeamlessM4TFeatureExtractor",
"feature_size": 80,
"num_mel_bins": 80,
"padding_side": "right",
"padding_value": 0.0,
"processor_class": "Wav2Vec2BertProcessor",
"return_attention_mask": true,
"sampling_rate": 16000,
"stride": 2
}

3
runs/Jan26_14-29-45_dcf3d28718fb/events.out.tfevents.1706279978.dcf3d28718fb.1548.0 Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5bb970a058e46c00e540b822be308bfe7b7e2714e1cb61b897fba58f088c286
size 10423

3
runs/Jan26_21-20-16_0fa4d1b278ac/events.out.tfevents.1706304511.0fa4d1b278ac.3170.0 Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d33aac2664324ec356cd88e884b31ee0e49871e33c7413eea702591f43b7d832
size 5699

6
special_tokens_map.json Normal file
View File

@@ -0,0 +1,6 @@
{
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "[PAD]",
"unk_token": "[UNK]"
}

48
tokenizer_config.json Normal file
View File

@@ -0,0 +1,48 @@
{
"added_tokens_decoder": {
"47": {
"content": "[UNK]",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": false
},
"48": {
"content": "[PAD]",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": false
},
"49": {
"content": "<s>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false,
"special": true
},
"50": {
"content": "</s>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false,
"special": true
}
},
"bos_token": "<s>",
"clean_up_tokenization_spaces": true,
"do_lower_case": false,
"eos_token": "</s>",
"model_max_length": 1000000000000000019884624838656,
"pad_token": "[PAD]",
"processor_class": "Wav2Vec2BertProcessor",
"replace_word_delimiter_char": " ",
"target_lang": null,
"tokenizer_class": "Wav2Vec2CTCTokenizer",
"unk_token": "[UNK]",
"word_delimiter_token": "|"
}

3
training_args.bin Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f52dd3ec78cad4352cec7a95698c2e8b6f5055e0fba1697bb6bbdcaad29314f8
size 4728

51
vocab.json Normal file
View File

@@ -0,0 +1,51 @@
{
"&": 1,
"[PAD]": 48,
"[UNK]": 47,
"a": 2,
"b": 3,
"c": 4,
"d": 5,
"e": 6,
"f": 7,
"g": 8,
"h": 9,
"i": 10,
"j": 11,
"k": 12,
"l": 13,
"m": 14,
"n": 15,
"o": 16,
"p": 17,
"q": 18,
"r": 19,
"s": 20,
"t": 21,
"u": 22,
"v": 23,
"w": 24,
"x": 25,
"y": 26,
"z": 27,
"|": 0,
"´": 28,
"à": 29,
"á": 30,
"â": 31,
"ã": 32,
"ç": 33,
"è": 34,
"é": 35,
"ê": 36,
"í": 37,
"ñ": 38,
"ó": 39,
"ô": 40,
"õ": 41,
"ú": 42,
"ü": 43,
"š": 44,
"ž": 45,
"‐": 46
}