Transforming Qwen 7B into Your Own Reasoning Model on AWS accounts
#22
by samagra-tensorfuse - opened
Here are the optimisation strategies we have followed to achieve it:
- GRPO (DeepSeek’s RL algo) + Unsloth = 2x faster training.
- Deployed a vLLM server using Tensorfuse on AWS L40 GPU with just one CLI command—no infrastructure headaches!
- Saved fine-tuned LoRA modules directly to Hugging Face for easy sharing, versioning and integration.
Step-by-step guide: https://tensorfuse.io/docs/guides/reasoning/unsloth/qwen7b
Hope this helps you boost your LLM workflows.
We’re looking forward to any thoughts or feedback. Feel free to share any issues you run into or suggestions for future enhancements 🤝.
Let’s build something amazing together! 🌟
Sign up for Tensorfuse here: https://prod.tensorfuse.io/