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Average Ratings 0 Ratings
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
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
Integrations
OpenAI
Yes
ChatGLM
No
DeepSeek
No
Gemma
No
LLaVA
No
Llama
No
Llama 3
No
MLflow
No
Mistral AI
No
Mixtral 8x22B
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