OpenPipe vs. Unsloth Comparison


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About OpenPipe provides fine-tuning for developers. Keep your datasets, models, and evaluations all in one place. Train new models with the click of a button. Automatically record LLM requests and responses. Create datasets from your captured data. Train multiple base models on the same dataset. We serve your model on our managed endpoints that scale to millions of requests. Write evaluations and compare model outputs side by side. Change a couple of lines of code, and you're good to go. Simply replace your Python or Javascript OpenAI SDK and add an OpenPipe API key. Make your data searchable with custom tags. Small specialized models cost much less to run than large multipurpose LLMs. Replace prompts with models in minutes, not weeks. Fine-tuned Mistral and Llama 2 models consistently outperform GPT-4-1106-Turbo, at a fraction of the cost. We're open-source, and so are many of the base models we use. Own your own weights when you fine-tune Mistral and Llama 2, and download them at any time.	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 Developers requiring a solution to replace prompts with faster, cheaper fine-tuned models	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 $1.20 per 1M tokens Free Version 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 OpenPipe United States openpipe.ai/	Company Information Unsloth Founded: 2023 United States unsloth.ai/
Alternatives FinetuneDB	Alternatives Axolotl
Entry Point AI	LLaMA-Factory hoshi-hiyouga
Klu	OpenPipe
Llama 2 Meta	Helix AI
Tune Studio NimbleBox View All	Tinker Thinking Machines Lab View All
Categories AI Development Supported AI Fine-Tuning Supported LLM Evaluation Supported	Categories AI Fine-Tuning Supported

Integrations Llama 2 Supported Mistral AI Supported ChatGPT Not Supported Codestral Supported Codestral Mamba Supported Gemma Not Supported JSON Supported Ministral 3B Supported Ministral 8B Supported Mistral 7B Supported Mistral NeMo Supported Mixtral 8x22B Supported Mixtral 8x7B Supported NVIDIA DRIVE Not Supported OpenAI Supported Pixtral Large Supported PostgreSQL Supported Python Supported TypeScript Supported Show More Integrations View All 23 Integrations	Integrations Llama 2 Supported Mistral AI Supported ChatGPT Supported Codestral Not Supported Codestral Mamba Not Supported Gemma Supported JSON Not Supported Ministral 3B Not Supported Ministral 8B Not Supported Mistral 7B Not Supported Mistral NeMo Not Supported Mixtral 8x22B Not Supported Mixtral 8x7B Not Supported NVIDIA DRIVE Supported OpenAI Not Supported Pixtral Large Not Supported PostgreSQL Not Supported Python Not Supported TypeScript Not Supported Show More Integrations View All 12 Integrations
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