Update README.md

README.md

@@ -9,20 +9,27 @@ widget:
 pipeline_tag: text-generation
 ---
 
-# 模型介绍
+[OrionStarAI/OrionStar-Yi-34B-Chat](https://huggingface.co/OrionStarAI/OrionStar-Yi-34B-Chat/tree/main) with tensors renamed to match standard Llama modelling code.
 
-- OrionStar-Yi-34B-Chat 是一款开源中英文Chat模型，由猎户星空基于Yi-34B开源模型、使用 __15W+__ 高质量语料微调而成。OrionStar-Yi-34B-Chat-Llama将OrionStar-Yi-34B-Chat转换为LLama格式直接进行加载而无需使用trust_remote_code=True。
+# Model Introduction
 
-- Yi系列模型是由零一万物团队开源的大模型，在多个权威的中文、英文及通用领域 benchmark
-  上取得不错的效果。今天我们推出的Orionstar-Yi-34B-Chat更进一步挖掘了Yi-34B的潜力。通过对大量高质量微调语料库的深度训练，Orionstar-Yi-34B-Chat在评估数据上表现出色，我们致力于将其打造成为ChatGPT领域中的杰出开源替代品！
+- OrionStar-Yi-34B-Chat from OrionStarAI is based on the open-source Yi-34B model, fine-tuned on a high-quality corpus
+  of over 15 million sentences. OrionStar-Yi-34B-Chat aims to provide an excellent interactive experience for users in
+  the large model community.
 
-- 我们微调的模型对学术研究完全开放，同时请大家遵守[协议](#协议)
-  和 [Yi License](https://github.com/01-ai/Yi/blob/main/MODEL_LICENSE_AGREEMENT.txt)
+- The Yi series models, open-sourced by the 01-ai team, have shown impressive performance on various benchmarks in
+  Chinese, English, and general domains. OrionStar-Yi-34B-Chat further explores the potential of Yi-34B. Through
+  extensive fine-tuning on a large and high-quality corpus, OrionStar-Yi-34B-Chat performs exceptionally well on
+  evaluation data. We strive to make it an outstanding open-source alternative in the ChatGPT domain!
 
-- 模型评估结果
+- Our fine-tuned model is completely open for academic research, but please adhere to the [agreement](#license) and
+  the [Yi License](https://github.com/01-ai/Yi/blob/main/MODEL_LICENSE_AGREEMENT.txt).
 
-我们使用[opencompass](https://opencompass.org.cn)对以下通用领域数据集进行了 5-shot
-测试。其他模型评估结果取自[opencompass-leaderboard](https://opencompass.org.cn/leaderboard-llm)。
+- Model Evaluation Results
+
+We use [opencompass](https://opencompass.org.cn) to perform 5-shot on the following general domain datasets Testing.
+The evaluation results of other models are taken
+from [opencompass leaderboard](https://opencompass.org.cn/leaderboard-llm).
 
 |                           | C-Eval    | MMLU   | CMMLU     |
 |---------------------------|-----------|--------|-----------|