BaseRT vs. Unsloth Comparison


BaseRT Base Compute	Unsloth	+	+
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About BaseRT is a high-performance LLM inference runtime for Apple Silicon that lets developers pull models from Hugging Face, chat with them locally, or serve an OpenAI-compatible API from one CLI. Accelerated by hand-written Metal kernels, it is designed to deliver fast prefill and decode performance on M-series Macs, with published benchmarks showing up to 6.4× faster prefill than llama.cpp, 3.9× faster than MLX, and up to 1.33× faster decode. The basert CLI handles model downloading, conversion, interactive chat, serving, completion, benchmarking, inspection, and bundle signing. Its server supports chat, completions, embeddings, transcription, tool calls, continuous batching, paged KV caching, and prefix caching, while supported models can process text, vision, and audio. BaseRT uses its own .base model format with Q2–Q8 affine quantization, optional AWQ calibration, and signed bundles, and can convert GGUF, Hugging Face, and MLX checkpoints.	About Unsloth is an open source platform designed to accelerate and optimize the fine-tuning and training of Large Language Models (LLMs). It enables users to train custom models, such as ChatGPT, in just 24 hours instead of the typical 30 days, achieving speeds up to 30 times faster than Flash Attention 2 (FA2) while using 90% less memory. Unsloth supports both LoRA and QLoRA fine-tuning techniques, allowing for efficient customization of models like Mistral, Gemma, and Llama versions 1, 2, and 3. Unsloth's efficiency stems from manually deriving computationally intensive mathematical steps and handwriting GPU kernels, resulting in significant performance gains without requiring hardware modifications. Unsloth delivers a 10x speed increase on a single GPU and up to 32x on multi-GPU systems compared to FA2, with compatibility across NVIDIA GPUs from Tesla T4 to H100, and portability to AMD and Intel GPUs.
Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI infrastructure engineers and developers seeking a fast, private local model inference and an OpenAI-compatible backend for applications and coding agents	Audience AI researchers and developers in need of a solution to optimize the fine-tuning and training of LLMs with reduced resource consumption
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Base Compute Founded: 2026 Australia www.basecompute.co/getbasert	Company Information Unsloth Founded: 2023 United States unsloth.ai/
Alternatives LMCache	Alternatives Axolotl
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oMLX	Helix AI
LFM2 Liquid AI View All	Tinker Thinking Machines Lab View All
Categories AI Tools Supported	Categories AI Fine-Tuning Supported

Integrations Mistral AI Supported ChatGPT Not Supported Devstral Not Supported Gemma Not Supported Gemma 3 Supported Gemma 4 Supported Google Colab Not Supported Hugging Face Supported Kaggle Not Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Llama 3.1 Supported Llama 3.2 Supported Muse Glimmer Not Supported NVIDIA DRIVE Not Supported Phi-3 Supported Qwen3 Supported Qwen3.6 Supported Thunder Compute Not Supported Show More Integrations View All 11 Integrations	Integrations Mistral AI Supported ChatGPT Supported Devstral Supported Gemma Supported Gemma 3 Not Supported Gemma 4 Not Supported Google Colab Supported Hugging Face Not Supported Kaggle Supported Llama Supported Llama 2 Supported Llama 3 Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Muse Glimmer Supported NVIDIA DRIVE Supported Phi-3 Not Supported Qwen3 Not Supported Qwen3.6 Not Supported Thunder Compute Supported Show More Integrations View All 12 Integrations
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