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All niches
Nichefine-tuning

Fine-Tuning

[TOOLS_TRACKED]20
[ACCELERATING]0
[DYING]0
[AVG_VELOCITY]0.57/10
See our pick → Best Fine-Tuning
[ACCELERATING]

Accelerating

0

No accelerating tools right now.

[STABLE]

Stable

5
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • hiyouga/LlamaFactoryUnified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
    1.60↑ +16975kStable
  • unslothai/unslothLocal UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
    1.54↑ +33977kStable
  • modelscope/ms-swiftUse PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).
    1.31↑ +6416kStable
  • datawhalechina/self-llm《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
    1.00↑ +6732kStable
  • axolotl-ai-cloud/axolotlGo ahead and axolotl questions
    0.90↑ +1412kStable
[STALLING]

Stalling and dying

1
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • NVIDIA-NeMo/CuratorScalable data pre processing and curation toolkit for LLMs
    0.96↑ +51.8kStalling
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