LLaMA-Factoryhoshi-hiyouga
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Related Products
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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.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Governments, researchers, and developers who need multilingual, culturally aligned AI models to build applications and services
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Audience
AI researchers and developers wanting a solution to fine-tune a wide array of language and vision-language models
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationBharatGen
India
bharatgen.com
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Company Informationhoshi-hiyouga
github.com/hiyouga/LLaMA-Factory
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
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Integrations
ChatGLM
DeepSeek
Gemma
LLaVA
Llama
Llama 3
MLflow
Mistral AI
Mixtral 8x22B
Mixtral 8x7B
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