Unsloth AI vs Liner

A side-by-side comparison of features, pricing, and characteristics.

Unsloth AI

Unsloth AI accelerates LLM fine-tuning through optimized GPU kernels, enabling faster training without hardware changes.

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Liner

Liner is a free, end-to-end tool for training machine learning models without writing code or requiring prior expertise.

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AttributeUnsloth AILiner
Pricing typeFreeFree + paid (from $14.99/mo)
Korean supportNoYes
PlatformsLinux, Windows, macOS, WebWeb, iOS, Android, Desktop
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYesYes
AI modelLlama, Mistral, Gemma, Phi, Qwen, DeepSeek-V3-
GitHub Stars65.7K-
VendorUnsloth AILiner
CategoryScience & EngineeringScience & Engineering
DetailsView View

Unsloth AI key features

  • Up to 30x faster training than Flash Attention 2
  • Support for Llama, Mistral, and Gemma models
  • Multi-GPU and multi-node training support

Liner key features

  • No-code training for images, text, sound, and video
  • Local CPU training on Windows and Mac without cloud data transfer
  • Support for classification, object detection, segmentation, and pose estimation