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Fine-tune Your Own LLM

Customize an open-source language model on your own data. Make it an expert in your domain — better outputs, lower costs, and full control.

Advanced3 layers · 7 tools
1

Training Framework

Fine-tune models efficiently with LoRA/QLoRA

unsloth58.7k

2x faster, 70% less memory, easiest setup

LlamaFactory69.3k

Supports 100+ models, WebUI included

2

Model Serving

Deploy your fine-tuned model for inference

vllm74.8k

Highest throughput for production serving

ollama166.6k

Simple local deployment with GGUF

llama.cpp100.3k

CPU inference for edge deployment

3

Evaluation

Measure if fine-tuning improved quality

promptfoo18.9k

Compare base vs fine-tuned model outputs

deepeval14.4k

Automated eval with custom metrics

Compare Tools in This Blueprint

LlamaFactory vs unslothollama vs vllmdeepeval vs promptfoo

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