# Chinese Enhancement

Ling is a large-scale Mixture of Experts (MoE) language model open-sourced by InclusionAI. The Lite version features 16.8 billion total parameters with 2.75 billion activated parameters, demonstrating exceptional performance.

Lightweight tuning tool that enhances multilingual generation balance by smoothing token probability distributions in Qwen and similar models

Smoothie Qwen is a lightweight fine-tuning tool that significantly improves the balance of multilingual generation by smoothing the token probability distribution of Qwen and similar models.

Smoothie Qwen is a lightweight tuning tool that significantly improves the balance of multilingual generation by smoothing the token probability distribution of Qwen and similar models.

GLM-4-32B-0414 is a new member of the GLM family, featuring 32 billion parameters, with performance comparable to the GPT and DeepSeek series, and supports local deployment.

GLM-4-32B-0414 is a large language model with 32 billion parameters, comparable in performance to GPT-4o and DeepSeek-V3. It supports both Chinese and English, and excels in code generation, function calling, and complex task processing.

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.

This is a 14B-parameter large language model based on Qwen2.5-14B-DeepSeek-R1-1M, fused with DeepSeek-R1-Distill-Qwen-14B-abliterated-v2 using the TIES method

TinyLlama is a compact language model with 1.1 billion parameters, adopting the same architecture and tokenizer as Llama 2, suitable for applications with limited computational and memory resources.

Xwin-LM is a large language model alignment technology developed based on Llama2, demonstrating outstanding performance in the AlpacaEval benchmark

Chinese-LLaMA-2-1.3B is a Chinese foundational model based on Meta's released Llama-2 model, expanded with a Chinese vocabulary and pre-trained in Chinese to enhance basic semantic understanding capabilities in Chinese.

The first open-source 33B Chinese large language model based on QLoRA, fine-tuned for enhanced Chinese capabilities on the Guanaco 33B foundation

This is an open-source model based on the Apache-2.0 license, with specific functionalities to be determined by the actual model type