ajayk0608/parchi-v3-LoRA
text-generation model by ajayk0608
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Model card & documentation
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Parchi reads the purchase note a grocery (kirana) shopkeeper types to a supplier, in Hinglish, English or Telugu (script or romanised), and returns the order as JSON: vendor, plus item, quantity, unit, rupee rate and brand (as written in the note) for each line. It is Qwen2.5-0.5B-Instruct fine-tuned with LoRA (r=16) on 5,250 generated notes over a 420-item catalogue, trained on a laptop CPU, then merged. Scores are exact match on notes written by hand that the model never saw: every field of every line has to be right. Hinglish set: 34 notes; Telugu set: 36 notes. This repo is the LoRA adapter that ajayk0608/parchi-v3 was merged from: only the fine-tuned weights, which run on top of Qwen/Qwen2.5-0.5B-Instruct. It gives the same answers as the merged model. Use it to fine-tune further, to compare adapters over one base model, or when you already have the base model and want a…
Read the full model card ↗ · Preview checked 2026-10-30T07:29:31.294Z
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Model overview
ajayk0608/parchi-v3-LoRA is a text-generation model repository published by ajayk0608 on Hugging Face. The source reports the peft library.
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Model facts
- Task
- text-generation
- Library
- peft
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-21T06:17:50.000Z
- Last modified
- 2026-10-21T06:20:11.000Z
Compatibility and lineage
Reported languages: en, hi, te
Reported base models: Qwen/Qwen2.5-0.5B-Instruct
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-21T06:44:13.178Z. Daily imports are snapshots, not real-time monitoring.
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