Unsloth

⚡What Unsloth Does

• Type: Fast LLM fine-tuning framework
• Speedup: 2-5x faster fine-tuning, 70% less memory usage
• Supported Models: LLaMA, Mistral, Gemma, Phi, Qwen, and more
• Techniques: QLoRA, LoRA, full fine-tuning with memory optimization
• Export: GGUF, vLLM, HuggingFace format export

🚀Use Cases

• Custom AI model fine-tuning on proprietary data
• Domain-specific model adaptation (legal, medical, financial)
• Reducing cloud fine-tuning costs by running locally
• Creating specialized AI assistants for your business
• Fine-tuning on a single GPU instead of a cluster
• Rapid experimentation with different model configurations

⚙Recommended Hardware

Get the best performance from Unsloth with the right infrastructure.

• RTX PRO 6000 Blackwell (96GB for 70B models)
• RTX 5090 (32GB for 7B-13B models)
• DGX Spark (128GB for large models)

★Deploy Unsloth with Petronella

PTG uses Unsloth to fine-tune open-source models on your proprietary data, creating custom AI that knows your business. Fine-tune on a single RTX PRO 6000 instead of renting cloud GPU clusters.

• Hardware procurement and configuration
• Production deployment and optimization
• Ongoing monitoring and support
• Security hardening and compliance