# Knowledge enhancement

The quantized version of Tencent Hunyuan A13B Instruction Model, which uses technical means to improve operational efficiency while ensuring performance.

The quantized version of Qwen3-Reranker-0.6B, dedicated to making knowledge accessible to everyone.

KnowledgeCore.12B is a large language model with a 12B parameter scale, merged using the mergekit tool, based on the fusion of PocketDoc/Dans-PersonalityEngine-V1.1.0-12b and inflatebot/MN-12B-Mag-Mell-R1 models.

Qwen2.5-14B-YOYO-V5 is an enhanced version based on the Qwen2.5-14B foundation model, created by merging multiple pre-trained language models.

Llama-3.1-Storm-8B is a model developed based on Llama-3.1-8B-Instruct, aiming to improve the dialogue and function call capabilities of models with 8 billion parameters.

Daring Maid-20B is a text generation model based on the fusion of multiple excellent models, aiming to create a smarter and more instruction-following Noromaid model.