Safe Hinglish Banking Assistant (Tiny Aya)
Collection
Lexsi hackathon Track 2b: a fraud-safe English/Hindi/Hinglish banking assistant on Tiny Aya Fire, with eval and training data. • 6 items • Updated
Tiny Aya Fire Banking SFT (drifted baseline, research artifact)
LoRA SFT (AlignTune, r=16, α=32) of CohereLabs/tiny-aya-fire on 8,700 trilingual Bitext banking conversations,
merged. This is the "before" model in a safety-drift study and is less safe than its base: refusal on banking
fraud requests fell from 67% to 52% (p=0.002) and Hinglish fraud compliance rose to 40%. Use
ashish-soni08/tiny-aya-fire-banking-safe instead.
Code and full results: https://github.com/Ashish-Soni08/lexsi-safe-hinglish-banking
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