LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga
+
+

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About

BharatGen is a sovereign, government-backed artificial intelligence platform designed to build a complete, India-centric AI ecosystem through multilingual and multimodal foundation models. It focuses on developing advanced AI capabilities across text, speech, and vision, including conversational AI, automatic speech recognition, text-to-speech, translation, and vision-language systems, all tailored to India’s linguistic diversity and cultural context. It is built as a national initiative under the Department of Science and Technology, with the goal of creating a “Multilingual Large Language Model of India” that reflects the country’s languages, values, and knowledge systems while reducing dependence on foreign AI technologies. BharatGen integrates data collection, model training, and deployment into a unified stack, emphasizing inclusive datasets that represent India’s diverse languages and dialects, and leveraging techniques such as supervised fine-tuning.

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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Governments, researchers, and developers who need multilingual, culturally aligned AI models to build applications and services

Audience

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

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

No information available.
Free Version
Free Trial

Pricing

Free
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

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

BharatGen
India
bharatgen.com

Company Information

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

Alternatives

BharatGPT

BharatGPT

CoRover

Alternatives

Bharat Software

Bharat Software

Bharat Software Solutions
Lens

Lens

Moondream

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
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
Yi-Large
Claim BharatGen and update features and information
Claim BharatGen and update features and information
Claim LLaMA-Factory and update features and information
Claim LLaMA-Factory and update features and information