Automatic Speech Recognition
Transformers
Safetensors
English
asr_model
asr
speech-recognition
speech-to-text
audio
speech-llm
word-timestamps
speaker-diarization
qwen
granite-speech
lora
custom_code
Eval Results (legacy)
Instructions to use mazesmazes/tiny-audio with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mazesmazes/tiny-audio with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="mazesmazes/tiny-audio", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForSpeechSeq2Seq model = AutoModelForSpeechSeq2Seq.from_pretrained("mazesmazes/tiny-audio", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
9 days ago
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Promote tiny-audio-granite-qwen-frozen-4 (Granite Speech 470M + Qwen3.5-2B LoRA)
Verified signatureCopied from mazesmazes/tiny-audio-granite-qwen-frozen-4@0289e7fe. base_model_name_or_path / pretrained_model_path repointed to mazesmazes/tiny-audio. Previous version tagged glm-asr-qwen3-0.6b.470aa82
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Training in progress, step 1000
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Revert to 5a38762f (end of stage 1) — drop second stage 2 attempt
Verified signatureSecond stage-2 attempt was launched with the milder aug recipe but still at the original peak LRs (lr=1e-3, decoder_lr=1e-4), which is too high for resumed-from-converged training. Lowering peak LRs (lr=3e-4, decoder_lr=3e-5) and restarting from the stage-1 baseline.d7594c8 -
Training in progress, step 1000
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Revert to 5a38762f (end of stage 1) — drop bad stage 2 checkpoints
Verified signatureStage 2 (started 2026-05-09 16:16) regressed across most evals due to over-aggressive augmentations (MP3 at 32 kbps + babble + bandlimit compounding). This commit restores file contents to the end-of-stage-1 checkpoint (f3bab709 → 5a38762f). Stage 2 history is preserved above.206c181 -
Training in progress, step 1000
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Training in progress, step 1000
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Training in progress, step 1000
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Training in progress, step 1000
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Training in progress, step 1000
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Training in progress, step 1000
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Training in progress, step 5000
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Training in progress, step 1000
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