BharatGPT-3B-Indic-i1-GGUF
| Property | Value |
|---|---|
| Parameter Count | 3.21B |
| License | Other |
| Supported Languages | 12 (Hindi, Punjabi, Gujarati, Kannada, Marathi, Telugu, Malayalam, Odia, Tamil, Urdu, Bengali, English) |
| Base Model | CoRover/BharatGPT-3B-Indic |
What is BharatGPT-3B-Indic-i1-GGUF?
BharatGPT-3B-Indic-i1-GGUF is a quantized version of the original BharatGPT model, specifically optimized for efficient deployment while maintaining performance across multiple Indian languages. This model represents a significant advancement in multi-lingual AI processing, offering support for 12 different languages including major Indian languages and English.
Implementation Details
The model is available in multiple quantization formats, ranging from 1.0GB to 2.7GB in size, offering different trade-offs between model size and performance. The implementation utilizes imatrix quantization techniques, providing various options like IQ1, IQ2, IQ3, and IQ4 variants.
- Multiple quantization options (IQ1_S through Q6_K)
- Size options ranging from 1.0GB to 2.7GB
- Optimized versions for different hardware configurations (ARM, SVE)
- GGUF format for efficient deployment
Core Capabilities
- Multi-lingual processing across 12 languages
- Optimized for conversational AI applications
- Flexible deployment options with various quantization levels
- Support for both CPU and ARM-based systems
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its comprehensive support of Indian languages while maintaining a relatively small footprint through advanced quantization techniques. It offers multiple optimization levels suitable for different deployment scenarios.
Q: What are the recommended use cases?
The model is particularly well-suited for conversational AI applications requiring multi-lingual support across Indian languages. For optimal performance, the Q4_K_M variant (2.1GB) is recommended as it provides a good balance between speed and quality.
