# Multi-quantization version adaptation

This is a 12B-parameter large language model, processed with llama.cpp's imatrix quantization, offering multiple quantized versions to accommodate different hardware requirements.

This is a quantized version based on the Qwen3-0.6B-abliterated model, using llama.cpp for quantization, suitable for text generation tasks.

Cydonia-24B-v2.1 is a 24B parameter large language model, processed with llama.cpp's imatrix quantization, offering multiple quantized versions to suit different hardware requirements.

Llamacpp imatrix quantized version of Nera_Noctis-12B, based on Nitral-AI/Nera_Noctis-12B model, supporting English text generation tasks.

Quantized version of Mistral-Evolved-11b-v0.1, using llama.cpp for quantization, offering multiple quantization options to suit different needs.