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Average Ratings 0 Ratings
Description
BharatGen is a government-supported AI initiative aimed at establishing a comprehensive, India-focused artificial intelligence ecosystem through the development of multilingual and multimodal foundation models. This platform prioritizes the enhancement of sophisticated AI functionalities encompassing text, speech, and visual understanding, which includes conversational AI, automatic speech recognition, text-to-speech capabilities, translation services, and vision-language integration, all specifically crafted to accommodate India’s rich linguistic diversity and cultural nuances. As a national project under the auspices of the Department of Science and Technology, BharatGen aspires to create a "Multilingual Large Language Model of India" that embodies the nation's languages, values, and knowledge frameworks while minimizing reliance on international AI solutions. The initiative effectively combines data collection, model training, and deployment into a cohesive framework, placing a strong emphasis on inclusive datasets that mirror India's varied languages and dialects and employing methods such as supervised fine-tuning to refine its models. Through these efforts, BharatGen aims to empower local developers and researchers, fostering innovation and ensuring that the AI landscape in India remains robust and self-sufficient.
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.
API Access
Has API
No
API Access
Has API
No
Integrations
ChatGLM
No
DeepSeek
No
Gemma
No
LLaVA
No
Llama
No
Llama 3
No
MLflow
No
Mistral AI
No
Mixtral 8x22B
No
Mixtral 8x7B
No
Integrations
ChatGLM
Yes
DeepSeek
Yes
Gemma
Yes
LLaVA
Yes
Llama
Yes
Llama 3
Yes
MLflow
Yes
Mistral AI
Yes
Mixtral 8x22B
Yes
Mixtral 8x7B
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
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
Customer Support
Business Hours
Yes
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
Yes
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
BharatGen
Country
India
Website
bharatgen.com
Vendor Details
Company Name
hoshi-hiyouga
Website
github.com/hiyouga/LLaMA-Factory
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No