LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga
+
+

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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

ModelsLab is an innovative AI company that provides a comprehensive suite of APIs designed to transform text into various forms of media, including images, videos, audio, and 3D models. Their services enable developers and businesses to create high-quality visual and auditory content without the need to maintain complex GPU infrastructures. ModelsLab's offerings include text-to-image, text-to-video, text-to-speech, and image-to-image generation, all of which can be seamlessly integrated into diverse applications. Additionally, they offer tools for training custom AI models, such as fine-tuning Stable Diffusion models using LoRA methods. Committed to making AI accessible, ModelsLab supports users in building next-generation AI products efficiently and affordably.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI researchers and developers wanting a solution to fine-tune a wide array of language and vision-language models

Audience

Developers, businesses, and content creators seeking to integrate advanced AI-driven media generation into their applications and services

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$7/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 1.0 / 5
ease 1.0 / 5
features 1.0 / 5
design 1.0 / 5
support 1.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

hoshi-hiyouga
github.com/hiyouga/LLaMA-Factory

Company Information

ModelsLab
Founded: 2022
United States
modelslab.com

Alternatives

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Lens

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Categories

Categories

Integrations

ChatGLM
DeepSeek
Gemma
LLaVA
Llama
Llama 3
MLflow
Mistral AI
Mixtral 8x22B
Mixtral 8x7B
OpenAI
PaliGemma 2
Phi-2
Qwen
TensorBoard
TensorWave
VisionStory
Yi-Large

Integrations

ChatGLM
DeepSeek
Gemma
LLaVA
Llama
Llama 3
MLflow
Mistral AI
Mixtral 8x22B
Mixtral 8x7B
OpenAI
PaliGemma 2
Phi-2
Qwen
TensorBoard
TensorWave
VisionStory
Yi-Large
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