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alirezaaminzadeh/
retailopt-codegen-coder

Name: retailopt-codegen-coder
Rating: 2.5 (12 reviews)

retailopt-codegen-coder

Qwen/Qwen2.5-Coder-1.5B-Instruct

finetune

apache-2.0

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RetailOpt Codegen Coder

Fine-tuned Qwen2.5-Coder for natural-language retail supply-chain scenarios → executable Pyomo code.

Training

Property	Value
Base model	Qwen/Qwen2.5-Coder-1.5B-Instruct
Dataset	retailopt-10k-verified
Method	SFT (TRL)
Task	NL + JSON → Pyomo + HiGHS
Reference	SIRL-Gurobi

Training Command

bash

hf jobs uv run scripts/run_finetune_job.py \
  --flavor a10g-large --timeout 3h --secrets HF_TOKEN=$HF_TOKEN --detach

Intended Use

Generate Pyomo optimization models for retail inventory, allocation, procurement, distribution, fulfillment, and pricing scenarios from structured prompts.

Limitations

Trained on simplified Pyomo templates; complex shelf-life aging may require repair loop
HiGHS solver required at inference time
Not a substitute for human OR validation on production planning systems

alirezaaminzadeh/retailopt-codegen-coder