---
language:
- en
- zh
pipeline_tag: text-generation
license: apache-2.0
tags:
- llm
---
Introduction

A Llama version for [Nanbeige-16B-Chat](https://huggingface.co/Nanbeige/Nanbeige2-16B-Chat), which could be loaded by LlamaForCausalLM.

The Nanbeige2-16B-Chat is the latest 16B model developed by the Nanbeige Lab, which utilized 4.5T tokens of high-quality training data during the training phase. During the alignment phase, we initially trained our model using 1 million samples through Supervised Fine-Tuning (SFT). We then engaged in curriculum learning with 400,000 high-quality samples that presented a greater level of difficulty. Subsequently, we incorporated human feedback through the Direct Preference Optimization (DPO), culminating in the development of Nanbeige2-16B-Chat. Nanbeige2-16B-Chat has achieved superior performance across various authoritative benchmark datasets.