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KasuleTrevor/lug-asr-sunflower14b-projector-best

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Luganda ASR โ€“ Sunflower 14B Projector Checkpoint

This repository contains the best-performing projector checkpoint from a Luganda atypical speech ASR experiment using the SLAM-LLM framework. ---

๐Ÿ“Š Performance

MetricValue
WER21.79%
CER5.04%
Samples3198

๐Ÿง  Model Components

  • โ€”Speech Encoder: Sunbird/asr-whisper-large-v3-salt
  • โ€”LLM Backend: Sunbird/Sunflower-14B (Qwen-based)
  • โ€”Architecture: SLAM-LLM (speech encoder โ†’ projector โ†’ LLM) ---

๐Ÿ“ฆ Checkpoint Details

  • โ€”File: model.pt
  • โ€”Source: lug_asr_sunflower_epoch_2_step_36245
  • โ€”Type: Projector checkpoint (NOT a full standalone model) ---

โš ๏ธ Important Notes

This is not a complete model. It only contains the projector weights, and must be used within the SLAM-LLM pipeline. ---

๐Ÿš€ Usage

Resume Training

bash
RESUME_CKPT_PATH=/path/to/model.pt