# pb09204048/Qwen3-4B-Code-RL-Specialist

Model from Hugging Face for text generation: pb09204048/Qwen3-4B-Code-RL-Specialist · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/pb09204048/Qwen3-4B-Code-RL-Specialist/blob/main/LICENSE)
- Source: https://huggingface.co/pb09204048/Qwen3-4B-Code-RL-Specialist
- Hosting: hosted (10 files)
- Files: 10 hosted of 24 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 10 files, 8.83 GB
- Full repo upstream: 8.83 GB
- Recommended file: 8.82 GB (3 files)
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-pb09204048-qwen3-4b-code-rl-specialist/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 290
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for pb09204048/Qwen3-4B-Code-RL-Specialist. Task: text generation. Library: transformers. Datasets referenced by card metadata: agentica-org/DeepCoder-Preview-Dataset. Base model: Qwen/Qwen3-4B. Includes 4 model-card evaluation signals. Popularity signal at import: 290 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: Qwen/Qwen3-4B
- Task categories: text-generation
- Referenced datasets: agentica-org/DeepCoder-Preview-Dataset
- Paper ids: 2606.30406
- Model-index entries: Qwen3-4B-Code-RL-Specialist
- Evaluation signals: 4 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- AIME24 (30 prompts, 4 samples): Pass@1 (%) = 25.833333 (Text Generation)
- LCB v5 frozen test subset (279 prompts, 4 samples): Pass@1 (%) = 24.103943 (Text Generation)
- IFEval (541 prompts; literal punctuation correction): Prompt strict accuracy (%) = 81.700555 (Text Generation)
- IFBench (300 prompts): Prompt strict accuracy (%) = 25.333333 (Text Generation)

## Referenced Data

- Dataset: agentica-org/DeepCoder-Preview-Dataset
- Paper: 2606.30406

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (10 KB)
- chat_template.jinja (4.2 KB)
- config.json (1.6 KB)
- evaluation/comparison.csv (337 B)
- evaluation/confidence_intervals.csv (4.2 KB)
- evaluation/metrics.json (7.2 KB)
- evaluation/prompt-overlap-audit.json (645 B)
- evaluation/protocol.json (2.0 KB)
- evaluation/report.md (7.7 KB)
- evaluation/scoring_correction.json (2.2 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T06:16:09.561Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Qwen3-4B-Code-RL-Specialist.
- Model card references dataset context: agentica-org/DeepCoder-Preview-Dataset.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-pb09204048-qwen3-4b-code-rl-specialist
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-pb09204048-qwen3-4b-code-rl-specialist
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-pb09204048-qwen3-4b-code-rl-specialist&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-pb09204048-qwen3-4b-code-rl-specialist/decentralized-fallbacks