Mistral-Large-Instruct-2411-GGUF
| Property | Value |
|---|---|
| Parameter Count | 123B |
| License | Mistral AI Research License (MRL) |
| Languages Supported | 10 (en, fr, de, es, it, pt, zh, ja, ru, ko) |
| Base Model | mistralai/Mistral-Large-Instruct-2411 |
What is Mistral-Large-Instruct-2411-GGUF?
Mistral-Large-Instruct-2411-GGUF is a comprehensive collection of GGUF quantizations of the powerful Mistral-Large-Instruct model. It offers various compression levels optimized for different hardware configurations and use cases, ranging from extremely high-quality 130GB versions to compact 32GB variants.
Implementation Details
The model utilizes llama.cpp's advanced quantization techniques with imatrix optimization, providing multiple quantization options from Q8_0 to IQ1_M. Each variant is carefully balanced between model size, inference speed, and quality preservation.
- Supports multiple quantization formats including Q8_0, Q6_K, Q5_K_M, Q4_K_M, and specialized formats like IQ4_XS
- Implements efficient memory management through various compression techniques
- Offers split file options for larger quantizations to facilitate easier downloading and handling
Core Capabilities
- Multi-lingual support across 10 major languages
- Optimized for research and non-commercial applications
- Specialized quantizations for different hardware architectures (ARM, AVX2/AVX512)
- Flexible deployment options with varying memory requirements
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its comprehensive range of quantization options, allowing users to balance between model quality and hardware constraints while maintaining the powerful capabilities of the original 123B parameter model.
Q: What are the recommended use cases?
The model is specifically designed for research purposes and non-commercial applications, with different quantization options suitable for various scenarios from high-end servers to resource-constrained environments.
