Unsloth AI
About this tool
Name
Unsloth AICategory
toolsUnsloth, at https://unsloth.ai/, is an open-source AI framework launched in 2023, designed for developers to fine-tune and run large language models (LLMs) like Llama 4, DeepSeek-R1, Qwen3, Gemma 3, and Phi-4. Core features:
Fast Fine-Tuning: 2x faster, 70% less VRAM for LoRA/QLoRA;
Dynamic Quantization: 4-bit/16-bit GGUF with no accuracy loss;
Model Support: Supports vision, text-to-speech, BERT, multimodal models;
Integration Support: Hugging Face, vLLM, Ollama, Colab, Kaggle;
Analytics: Tracks training speed, VRAM usage, and model accuracy.
How to use
Sign Up: Access via https://github.com/unslothai/unsloth or https://www.kluster.ai/.
Setup: Install via pip, configure model, ~10 minutes.
Core Action: Fine-tune models, run inference, export to GGUF/vLLM.
Manage: Monitor via Colab/Kaggle notebooks or dashboard.
Enhance: Use paid Kluster credits at https://www.kluster.ai/.
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