mistral-7b-knapsack-lora-stateless

mistral-7b-knapsack-lora-stateless

Anonymous supplementary release for a double-blind workshop submission. This is one of four LoRA adapters (Mistral-7B-v0.3 / Llama-3.1-8B base model x persistent/stateless training regime) fine-tuned on the Opaque Knapsack agentic task, extending a prior single-base-model result (see the sibling Qwen3-8B release) to a second base model family for the same reproducibility review.

• Base model: mistralai/Mistral-7B-v0.3
• Training regime: stateless (trained with a stateless Python interpreter runtime (interpreter state is reset every agent turn))
• Seed: 3407

Training configuration

Fine-tuned with Axolotl, LoRA adapter, 4-bit NF4 quantized base:

Mistral-7B-v0.3 ships no chat_template -- trained with Axolotl's built-in mistral_v2v3 template; serving/eval uses a hand-written template extending it with system-role support (folded into the next user turn, since mistral_v2v3 only accepts user/assistant).

Provenance

Released anonymously alongside a NeurIPS workshop submission for reproducibility review. Non-anonymous release (paper citation, full code, full training traces) will follow after the review process concludes.