# Multi-quantization versions

KernelLLM is a large language model developed by Facebook. This version is quantized using the llama.cpp tool with imatrix, offering multiple quantization options to suit different hardware requirements.

A quantized version based on TheDrummer/Snowpiercer-15B-v1 model, using llama.cpp for quantization, suitable for text generation tasks.

This is a quantized version based on the Qwen3-1.7B-abliterated model, using llama.cpp for quantization, supporting multiple quantization types, suitable for text generation tasks.

A quantized version based on inclusionAI/Ling-lite, using llama.cpp for imatrix quantization, supporting multiple quantization types to accommodate different hardware requirements.

Aura-4B is a quantized version based on AuraIndustries/Aura-4B, using llama.cpp for imatrix quantization, supporting multiple quantization types, suitable for text generation tasks.