Bakery vs. LLaMA-Factory Comparison


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About Easily fine-tune & monetize your AI models with one click. For AI startups, ML engineers, and researchers. Bakery is a platform that enables AI startups, machine learning engineers, and researchers to fine-tune and monetize AI models with ease. Users can create or upload datasets, adjust model settings, and publish their models on the marketplace. The platform supports various model types and provides access to community-driven datasets for project development. Bakery's fine-tuning process is streamlined, allowing users to build, test, and deploy models efficiently. The platform integrates with tools like Hugging Face and supports decentralized storage solutions, ensuring flexibility and scalability for diverse AI projects. The bakery empowers contributors to collaboratively build AI models without exposing model parameters or data to one another. It ensures proper attribution and fair revenue distribution to all contributors.	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 AI researchers wanting a platform to fine-tune and commercialize their machine learning models	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 Free 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 Not Supported In Person Not Supported
Company Information Bakery Founded: 2023 United States bakery.dev/	Company Information hoshi-hiyouga github.com/hiyouga/LLaMA-Factory
Alternatives FinetuneDB	Alternatives Axolotl
prompteasy.ai	Helix AI
Entry Point AI	Unsloth
LLaMA-Factory hoshi-hiyouga	Nebius Token Factory Nebius
Tune Studio NimbleBox View All	Lens Moondream View All
Categories AI Fine-Tuning Supported Artificial Intelligence Supported Data Monetization Supported	Categories AI Fine-Tuning Supported

Integrations Llama 3 Supported ChatGLM Not Supported DeepSeek Not Supported Gemma Not Supported Hugging Face Supported LLaVA Not Supported Llama Not Supported MLflow Not Supported Mistral AI Not Supported Mixtral 8x22B Not Supported Mixtral 8x7B Not Supported OpenAI Not Supported PaliGemma 2 Not Supported Phi-2 Not Supported Qwen Not Supported TensorBoard Not Supported TensorWave Not Supported Yi-Large Not Supported Show More Integrations View All 2 Integrations	Integrations Llama 3 Supported ChatGLM Supported DeepSeek Supported Gemma Supported Hugging Face Not Supported LLaVA Supported Llama Supported MLflow Supported Mistral AI Supported Mixtral 8x22B Supported Mixtral 8x7B Supported OpenAI Supported PaliGemma 2 Supported Phi-2 Supported Qwen Supported TensorBoard Supported TensorWave Supported Yi-Large Supported Show More Integrations View All 17 Integrations
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