Tools & Deployment

Unsloth, Axolotl, vLLM — Production Fine-Tuning Stack

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Overview: Tools & Deployment

Unsloth = single-GPU speed king (2-5x faster training via custom CUDA kernels, 70% less VRAM). Axolotl = production pipeline king (YAML-driven, multi-GPU, integrates everything). vLLM for serving multiple LoRA adapters sharing one base model simultaneously.

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