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Description

LLaMA-Factory is an innovative open-source platform aimed at simplifying and improving the fine-tuning process for more than 100 Large Language Models (LLMs) and Vision-Language Models (VLMs). It accommodates a variety of fine-tuning methods such as Low-Rank Adaptation (LoRA), Quantized LoRA (QLoRA), and Prefix-Tuning, empowering users to personalize models with ease. The platform has shown remarkable performance enhancements; for example, its LoRA tuning achieves training speeds that are up to 3.7 times faster along with superior Rouge scores in advertising text generation tasks when compared to conventional techniques. Built with flexibility in mind, LLaMA-Factory's architecture supports an extensive array of model types and configurations. Users can seamlessly integrate their datasets and make use of the platform’s tools for optimized fine-tuning outcomes. Comprehensive documentation and a variety of examples are available to guide users through the fine-tuning process with confidence. Additionally, this platform encourages collaboration and sharing of techniques among the community, fostering an environment of continuous improvement and innovation.

Description

ex5.ai serves as a cloud GPU marketplace and AI compute platform where users can rent on-demand or interruptible GPU instances. It allows users to compare different hardware options and regional deals, launch GPU machines for various tasks such as model development, training, fine-tuning, or inference, all while utilizing a prepaid credit balance with billing calculated per second. Additionally, the platform features an API that is compatible with OpenAI models, a chat workspace accessible through a browser, and capabilities for hosted fine-tuning along with the deployment of private model endpoints. The pricing for GPUs is contingent on factors such as model type, hosting provider, geographical location, and current availability; users can add credits beforehand with a minimum top-up of $5 and there are no subscription fees involved. The web console effectively integrates GPU compute services with AI model functionalities, and the API access facilitates applications that require compatible chat-completion requests, making it a versatile tool for developers and researchers alike. Overall, ex5.ai provides a comprehensive solution for those looking to leverage GPU resources for their AI projects.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

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

Integrations

OpenAI Yes 
ChatGLM No 
DeepSeek No 
Gemma No 
LLaVA No 
Llama No 
Llama 3 No 
MLflow No 
Mistral AI No 
Mixtral 8x22B No 
Mixtral 8x7B No 
PaliGemma 2 No 
Phi-2 No 
Qwen No 
TensorBoard No 
TensorWave No 
Yi-Large No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$0.33/GPU-hour
GPU usage is metered per second from prepaid credits, with a $5 minimum top-up and no recurring subscription. Rates vary by GPU, host, location and availability. Model API usage is billed by token.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

hoshi-hiyouga

Website

github.com/hiyouga/LLaMA-Factory

Vendor Details

Company Name

EX5 Labs

Founded

2021

Country

Poland

Website

ex5.ai

Product Features

Product Features

Alternatives

Alternatives

No Alternatives