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beam
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All niches
Nichefine-tuning

Fine-Tuning

[TOOLS_TRACKED]79
[ACCELERATING]1
[DYING]0
[AVG_VELOCITY]0.16/10
See our pick → Best Fine-Tuning
[ACCELERATING]

Accelerating

1
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • AIDotNet/OpenDeepWikiOpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.
    1.41↑ +573.5kAccel
[STABLE]

Stable

7
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • kubeflow/sdkUniversal Python SDK to run AI workloads on Kubernetes
    2.53↑ +5136Stable
  • hiyouga/LlamaFactoryUnified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
    1.94↑ +24274kStable
  • unslothai/unslothThe local UI to run and train text and diffusion models, including Kimi K3, Gemma 4, Qwen3.6, DeepSeek-V4, FLUX and more.
    1.53↑ +34370kStable
  • modelscope/ms-swiftUse PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).
    1.30↑ +7215kStable
  • NVIDIA-NeMo/CuratorScalable data pre processing and curation toolkit for LLMs
    1.27↑ +111.7kStable
  • axolotl-ai-cloud/axolotlGo ahead and axolotl questions
    1.12↑ +3312kStable
  • 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
    1.10↑ +10332kStable
[STALLING]

Stalling and dying

1
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • AI-Hypercomputer/maxtextA simple, performant, and scalable Jax LLM!
    0.97↑ +32.4kStalling
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