LLaMA-Factory vs. OpenPipe Comparison


LLaMA-Factory hoshi-hiyouga	OpenPipe	+	+
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About LLaMA-Factory is an open source platform designed to streamline and enhance the fine-tuning process of over 100 Large Language Models (LLMs) and Vision-Language Models (VLMs). It supports various fine-tuning techniques, including Low-Rank Adaptation (LoRA), Quantized LoRA (QLoRA), and Prefix-Tuning, allowing users to customize models efficiently. It has demonstrated significant performance improvements; for instance, its LoRA tuning offers up to 3.7 times faster training speeds with better Rouge scores on advertising text generation tasks compared to traditional methods. LLaMA-Factory's architecture is designed for flexibility, supporting a wide range of model architectures and configurations. Users can easily integrate their datasets and utilize the platform's tools to achieve optimized fine-tuning results. Detailed documentation and diverse examples are provided to assist users in navigating the fine-tuning process effectively.	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.
Platforms Supported Windows 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 AI researchers and developers wanting a solution to fine-tune a wide array of language and vision-language models	Audience Developers requiring a solution to replace prompts with faster, cheaper fine-tuned models
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 Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $1.20 per 1M tokens 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 Not Supported In Person Not Supported
Company Information hoshi-hiyouga github.com/hiyouga/LLaMA-Factory	Company Information OpenPipe United States openpipe.ai/
Alternatives Axolotl	Alternatives FinetuneDB
Helix AI	Entry Point AI
Unsloth	Klu
Nebius Token Factory Nebius	Llama 2 Meta
Lens Moondream View All	Tune Studio NimbleBox View All
Categories AI Fine-Tuning Supported	Categories AI Development Supported AI Fine-Tuning Supported LLM Evaluation Supported

Integrations Mistral AI Supported Mixtral 8x22B Supported Mixtral 8x7B Supported OpenAI Supported Codestral Not Supported Codestral Mamba Not Supported DeepSeek Supported JavaScript Not Supported Mathstral Not Supported Ministral 3B Not Supported Ministral 8B Not Supported Mistral 7B Not Supported Mistral Large Not Supported Mistral NeMo Not Supported Mistral Small Not Supported PaliGemma 2 Supported Python Not Supported TensorWave Supported TypeScript Not Supported Yi-Large Supported Show More Integrations View All 17 Integrations	Integrations Mistral AI Supported Mixtral 8x22B Supported Mixtral 8x7B Supported OpenAI Supported Codestral Supported Codestral Mamba Supported DeepSeek Not Supported JavaScript Supported Mathstral Supported Ministral 3B Supported Ministral 8B Supported Mistral 7B Supported Mistral Large Supported Mistral NeMo Supported Mistral Small Supported PaliGemma 2 Not Supported Python Supported TensorWave Not Supported TypeScript Supported Yi-Large Not Supported Show More Integrations View All 23 Integrations
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