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Publish RetailOpt codegen coder model card
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metadata
license: apache-2.0
base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
tags:
  - optimization
  - code-generation
  - retail
  - pyomo
  - fine-tuned

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

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