# Long-Text Reasoning

Qwen3-1.7B-Q8_0-GGUF is a GGUF-format model converted from Qwen/Qwen3-1.7B, supporting text generation tasks with multilingual capabilities and efficient reasoning.

Qwen3 is the latest version of the Tongyi Qianwen series of large language models, offering a complete suite of dense models and Mixture of Experts (MoE) models, achieving breakthrough progress in reasoning, instruction following, agent capabilities, and multilingual support.

Qwen3-4B is the latest version in the Qwen series of large language models, offering a 4-billion-parameter model that supports switching between thinking and non-thinking modes, with powerful reasoning, instruction-following, and multilingual capabilities.

The Linglong Linear Preview is a hybrid linear sparse large language model open-sourced by InclusionAI, with a total of 17.1B parameters and 3.0B activated parameters. This model implements long-text reasoning based on a hybrid linear attention mechanism, achieving near-linear computational complexity and near-constant space complexity during inference.

360 Zhinao 3-7B-O1.5 is a long chain-of-thought model open-sourced by Qihoo 360, fine-tuned based on 360 Zhinao 3-7B-Instruct, supporting complex reasoning tasks.