Upload folder using huggingface_hub
Browse files- README.md +23 -0
- adapter_config.json +48 -0
- adapter_model.safetensors +3 -0
- preprocessor_config.json +15 -0
- trainer_state.json +313 -0
README.md
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---
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language:
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- en
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tags:
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- whisper
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- speech-recognition
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- trinidadian-creole
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license: mit
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---
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# accento-v1.0
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Accento ASR model for Trinidadian Creole English.
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## Usage
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```python
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from accento import AccentoTranscriber
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transcriber = AccentoTranscriber(model_path="models/accento-v1.0")
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result = transcriber.transcribe("audio.wav")
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print(result.text)
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```
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": {
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"base_model_class": "WhisperForConditionalGeneration",
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"parent_library": "transformers.models.whisper.modeling_whisper"
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},
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"base_model_name_or_path": "openai/whisper-large-v3-turbo",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_bias": false,
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"lora_dropout": 0.2,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"peft_version": "0.18.0",
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"qalora_group_size": 16,
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"fc2",
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"k_proj",
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"fc1",
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"out_proj",
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"v_proj",
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"q_proj"
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],
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"target_parameters": null,
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"task_type": null,
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c832869af91a208aa8d149c2b8c57acf971b99624e0154fa4eb09395101e77c3
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size 111475728
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preprocessor_config.json
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{
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"chunk_length": 30,
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"dither": 0.0,
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"feature_extractor_type": "WhisperFeatureExtractor",
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"feature_size": 128,
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"hop_length": 160,
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"n_fft": 400,
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"n_samples": 480000,
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"nb_max_frames": 3000,
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"padding_side": "right",
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"padding_value": 0.0,
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"processor_class": "WhisperProcessor",
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"return_attention_mask": false,
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"sampling_rate": 16000
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}
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trainer_state.json
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{
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| 2 |
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"best_global_step": 300,
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| 3 |
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"best_metric": 22.202486678507995,
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| 4 |
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| 5 |
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"epoch": 15.0,
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| 6 |
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"eval_steps": 50,
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"global_step": 300,
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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{
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| 13 |
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{
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"epoch": 1.0,
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{
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{
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"eval_runtime": 27.888,
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| 101 |
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| 103 |
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"step": 110
|
| 108 |
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},
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| 109 |
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{
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| 110 |
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"epoch": 6.0,
|
| 111 |
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"grad_norm": 4.385662078857422,
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| 113 |
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"step": 120
|
| 115 |
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},
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| 116 |
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{
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| 117 |
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"epoch": 6.512820512820513,
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