Model introduction

Leaderboard Submission

Leaderboard submission for a custom RL imitated expert model "NemoSmith-4B-Instruct" built on Nemotron-4B-Instruct for GPU compiler and assembly specific code generation.

Model & Framework

• Model: NemoSmith-4B-Instruct (base: nvidia/Nemotron-Mini-4B-Instruct + RL imitation for compilers)
• Size: 4B (open weights)
• Inference mode: Greedy (temperature=0), single attempt, chat setting

Results

Reproducibility

Evaluated with the official evalplus.evaluate (v0.3.1), greedy decoding, served via vLLM (OpenAI backend).

• Solutions JSONL: evalplus_results

Model URL

https://huggingface.co/datasets/abhilash1910/nemosmith-evalplus-samples

Additional information (Optional)

No response

Decontamination

CoT Inference refinement of Claude /Codex with custom RL imitation for compilation tasks and assembly languages (GPU) .

Author

Yes

Data

No

Security

• I confirm that the model is safe to run which is not designed to produce malicious code or content.

Integrity

• I confirm that the model comes from unique and original work and does not contain any plagiarism.

@ganler for a review.