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Qwen3-32B-SweSmith-20step
laion/Qwen3-32B-SweSmith-20step
Qwen3-32B-SweSmith-20step is a text generation model from laion. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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65.5 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Mar 12, 2026
- Updated
- Mar 12, 2026
- SHA
- b879f488
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Base models
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Model card
From the Hugging Face model README
Qwen3-32B-SweSmith-20step
RL-trained Qwen3-32B on SWEsmith.
Training Details
- Base model: Qwen/Qwen3-32B
- Training method: rloo_n
- Training data: 2,500 SWEsmith tasks
- Steps: 20 global steps
- Infrastructure: 16x4 GH200 GPU nodes (GCP), FSDP2 with TP=2 for inference engines (24 inference engines + 4 policy/ref nodes)
- Sandbox environment: Beta9/Beam containers for code execution
Training Curve
| Metric | Step 1 | Step 10 | Step 20 |
|---|---|---|---|
| Avg Raw Reward | 0.031 | 0.041 | 0.072 |
| Pass@8 | 0.141 | 0.156 | 0.234 |
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3
- License
- apache-2.0
- Languages
- en
- Created
- Mar 12, 2026
- Updated
- Mar 12, 2026