Chima vs. LLaMA-Factory Comparison


Chima	LLaMA-Factory hoshi-hiyouga	+	+
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About Powering customized and scalable generative AI for the world’s most important institutions. We build category-leading infrastructure and tools for institutions to integrate their private data and relevant public data so that they can leverage commercial generative AI models privately, in a way that they couldn't before. Access in-depth analytics to understand where and how your AI adds value. Autonomous Model Tuning: Watch your AI self-improve, autonomously fine-tuning its performance based on real-time data and user interactions. Precise control over AI costs, from overall budget down to individual user API key usage, for efficient expenditure. Transform your AI journey with Chi Core, simplify, and simultaneously increase the value of your AI roadmap, seamlessly integrating cutting-edge AI into your business and technology stack.	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.
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 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 wanting a solution that helps integrate AI for their team and customers	Audience AI researchers and developers wanting a solution to fine-tune a wide array of language and vision-language 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 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 Not 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 Chima Founded: 2022 United States www.withchima.com	Company Information hoshi-hiyouga github.com/hiyouga/LLaMA-Factory
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Categories AI Development Supported AI Fine-Tuning Supported Artificial Intelligence Supported Generative AI Supported	Categories AI Fine-Tuning Supported

Integrations ChatGLM Not Supported Facebook Messenger Supported Gemma Not Supported Google Meet Supported LLaVA Not Supported Llama 3 Not Supported MLflow Not Supported Mixtral 8x22B Not Supported Mixtral 8x7B Not Supported OpenAI Not Supported PaliGemma 2 Not Supported Phi-2 Not Supported Qwen Not Supported Salesforce Supported Slack Supported Telegram Supported TensorWave Not Supported TikTok Supported WhatsApp Supported Yi-Large Not Supported Show More Integrations View All 8 Integrations	Integrations ChatGLM Supported Facebook Messenger Not Supported Gemma Supported Google Meet Not Supported LLaVA Supported Llama 3 Supported MLflow Supported Mixtral 8x22B Supported Mixtral 8x7B Supported OpenAI Supported PaliGemma 2 Supported Phi-2 Supported Qwen Supported Salesforce Not Supported Slack Not Supported Telegram Not Supported TensorWave Supported TikTok Not Supported WhatsApp Not Supported Yi-Large Supported Show More Integrations View All 17 Integrations
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