Automatic Speech Recognition
Transformers
Safetensors
English
whisper
stt
speech-to-text
asr
fine-tuned
Instructions to use Trelis/whisper-small-llm-lingo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Trelis/whisper-small-llm-lingo with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Trelis/whisper-small-llm-lingo")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("Trelis/whisper-small-llm-lingo") model = AutoModelForSpeechSeq2Seq.from_pretrained("Trelis/whisper-small-llm-lingo", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- config.json +5 -97
- generation_config.json +4 -14
- merges.txt +1 -0
- model.safetensors +2 -2
- preprocessor_config.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
config.json
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{
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"_name_or_path": "openai/whisper-small",
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"apply_spec_augment": false,
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"WhisperForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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"begin_suppress_tokens":
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220,
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50257
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],
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"bos_token_id": 50257,
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"classifier_proj_size": 256,
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"d_model": 768,
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"decoder_layers": 12,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"max_length":
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"max_source_positions": 1500,
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"max_target_positions": 448,
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"median_filter_width": 7,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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],
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"torch_dtype": "float32",
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"transformers_version": "4.37.0.dev0",
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"use_cache": true,
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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{
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"apply_spec_augment": false,
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"WhisperForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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+
"begin_suppress_tokens": null,
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"bos_token_id": 50257,
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"classifier_proj_size": 256,
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"d_model": 768,
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"decoder_layers": 12,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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+
"dtype": "float16",
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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+
"max_length": null,
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"max_source_positions": 1500,
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"max_target_positions": 448,
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"median_filter_width": 7,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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"transformers_version": "4.57.2",
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"use_cache": false,
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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generation_config.json
CHANGED
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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-
"forced_decoder_ids":
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[
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1,
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null
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],
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[
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2,
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50359
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]
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],
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"is_multilingual": true,
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"lang_to_id": {
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"<|af|>": 50327,
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"<|yo|>": 50325,
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"<|zh|>": 50260
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},
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-
"max_initial_timestamp_index":
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"max_length": 448,
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"no_timestamps_token_id": 50363,
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"pad_token_id": 50257,
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"return_timestamps": false,
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"suppress_tokens": [
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1,
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49870,
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50254,
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50258,
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50360,
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50361,
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50362
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"transcribe": 50359,
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"translate": 50358
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},
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"transformers_version": "4.
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}
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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"forced_decoder_ids": null,
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"is_multilingual": true,
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"lang_to_id": {
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"<|af|>": 50327,
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"<|yo|>": 50325,
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"<|zh|>": 50260
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},
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+
"max_initial_timestamp_index": 50,
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"max_length": 448,
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"no_timestamps_token_id": 50363,
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"pad_token_id": 50257,
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+
"prev_sot_token_id": 50361,
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"return_timestamps": false,
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"suppress_tokens": [
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1,
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50258,
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50360,
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50361,
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50362
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"transcribe": 50359,
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"translate": 50358
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},
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"transformers_version": "4.57.2"
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}
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merges.txt
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#version: 0.2
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Ġ a
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Ġt h
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i n
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#version: 0.2
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Ġ t
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Ġ a
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Ġt h
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i n
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:3684c3e1f2fe9d95334852e512906ae1121b3c569c04267250e55f1362342be7
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+
size 483525200
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preprocessor_config.json
CHANGED
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{
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"chunk_length": 30,
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"feature_extractor_type": "WhisperFeatureExtractor",
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"feature_size": 80,
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"hop_length": 160,
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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": 80,
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"hop_length": 160,
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tokenizer.json
CHANGED
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
CHANGED
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"errors": "replace",
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"model_max_length": 1024,
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"pad_token": "<|endoftext|>",
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"processor_class": "WhisperProcessor",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"errors": "replace",
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"extra_special_tokens": {},
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"model_max_length": 1024,
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"pad_token": "<|endoftext|>",
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"processor_class": "WhisperProcessor",
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vocab.json
CHANGED
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The diff for this file is too large to render.
See raw diff
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