Ministral-8B-Instruct-2410-GGUF
| Property | Value |
|---|---|
| Parameter Count | 8.02B |
| Model Type | Instruction-tuned Language Model |
| License | Mistral Research License (MRL) |
| Context Length | 128k |
| Supported Languages | 10 (EN, FR, DE, ES, IT, PT, ZH, JA, RU, KO) |
What is Ministral-8B-Instruct-2410-GGUF?
Ministral-8B-Instruct-2410-GGUF is a quantized version of the original Mistral AI's Ministral-8B model, optimized for efficient deployment while maintaining high performance. This model represents a significant advancement in local intelligence and edge computing capabilities, featuring state-of-the-art performance in multiple benchmarks across different domains.
Implementation Details
The model utilizes a Dense Transformer architecture with 36 layers, 32 attention heads, and a dimension of 4096. It implements interleaved sliding-window attention with a ragged attention pattern (128k,32k,32k,32k) and features GQA (Grouped Query Attention) with 8 KV heads.
- Architecture: Dense Transformer with 8.02B parameters
- Vocabulary Size: 131,072 tokens
- Context Window: 128k tokens
- Attention Pattern: Ragged implementation for efficient processing
- Tokenizer: V3-Tekken
Core Capabilities
- Multilingual Understanding: Supports 10 major languages
- Function Calling: Built-in support for advanced API interactions
- High Performance: Outperforms existing models of similar size in multiple benchmarks
- Efficient Deployment: Optimized through GGUF quantization for practical deployment
- Research-Focused: Specifically designed for research purposes under MRL license
Frequently Asked Questions
Q: What makes this model unique?
This model combines high performance with practical deployability through GGUF quantization, while maintaining extensive multilingual capabilities and a large 128k context window. It's particularly notable for outperforming competitors in benchmarks like MMLU, AGIEval, and function calling tasks.
Q: What are the recommended use cases?
The model is specifically licensed for research purposes under the Mistral Research License. It excels in multilingual tasks, function calling, and general language understanding tasks. For commercial applications, users must obtain a separate license from Mistral AI.
