Modelpublic

01Yassine/cohere-transcribe-darija-decoder-lora

sourceHugging Faceotherupdated 24d agoView on Hugging Face

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Model Card

Cohere Transcribe — Moroccan Darija (decoder LoRA)

Public adapter on Cohere Transcribe Arabic. LoRA on the decoder only. Encoder frozen. Same 3h YouTube set (`01Yassine/darija-asr-3h`).

Eval: `atlasia/darija-asr-benchmark` (114 clips, human).

	CER	WER
base	20.2	49.1
this adapter	20.2	45.1

The recommended student is hybrid at 14.4 CER.

Inference from the Hub

python

from huggingface_hub import snapshot_download
import sys
sys.path.insert(0, snapshot_download("01Yassine/cohere-transcribe-darija-decoder-lora"))
from infer import transcribe
print(transcribe("clip.wav", model_id="01Yassine/cohere-transcribe-darija-decoder-lora"))

recipe	Hub	AtlasIA CER
hybrid	`01Yassine/cohere-transcribe-darija`	14.4
full LoRA	`01Yassine/cohere-transcribe-darija-full-lora`	16.5
encoder LoRA	`01Yassine/cohere-transcribe-darija-encoder-lora`	17.4
decoder LoRA	`01Yassine/cohere-transcribe-darija-decoder-lora`	20.2