Humanloop vs. Unsloth Comparison


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About Eye-balling a few examples isn't enough. Collect end-user feedback at scale to unlock actionable insights on how to improve your models. Easily A/B test models and prompts with the improvement engine built for GPT. Prompts only get your so far. Get higher quality results by fine-tuning on your best data – no coding or data science required. Integration in a single line of code. Experiment with Claude, ChatGPT and other language model providers without touching it again. You can build defensible and innovative products on top of powerful APIs – if you have the right tools to customize the models for your customers. Copy AI fine tune models on their best data, enabling cost savings and a competitive advantage. Enabling magical product experiences that delight over 2 million active users.	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 Not Supported Linux Not Supported Cloud 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 Businesses looking for an advanced AI Productivity solution	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 Not 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 Humanloop humanloop.com	Company Information Unsloth Founded: 2023 United States unsloth.ai/
Alternatives Langfuse	Alternatives Axolotl
Langtail	LLaMA-Factory hoshi-hiyouga
vishwa.ai	OpenPipe
Entry Point AI	Helix AI
OpenPipe View All	Tinker Thinking Machines Lab View All
Categories AI Fine-Tuning Supported AI Productivity Supported AI Tools Supported ChatGPT Apps Supported LLM Evaluation Supported Prompt Management Supported	Categories AI Fine-Tuning Supported

Integrations ChatGPT Not Supported Devstral Not Supported Gemma Not Supported Google Colab Not Supported Kaggle Not Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Mistral AI Not Supported Muse Glimmer Not Supported NVIDIA DRIVE Not Supported Nekton.ai Supported Thunder Compute Not Supported Workers by Delos Supported Show More Integrations View All 2 Integrations	Integrations ChatGPT Supported Devstral Supported Gemma Supported Google Colab Supported Kaggle Supported Llama Supported Llama 2 Supported Llama 3 Supported Mistral AI Supported Muse Glimmer Supported NVIDIA DRIVE Supported Nekton.ai Not Supported Thunder Compute Supported Workers by Delos Not Supported Show More Integrations View All 12 Integrations
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