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OrionStarAI/OrionStar-Yi-34B-Chat-Llama

This model is identical to OrionStarAI/OrionStar-Yi-34B with the only difference being that the tensors have been renamed to follow the LLaMA format for automatic evaluation on the HF leaderboard.

Model Introduction

  • 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.

  • 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!

  • Our fine-tuned model is completely open for academic research, but please adhere to the agreement and the Yi License.

  • Model Evaluation Results

We use opencompass to perform 5-shot on the following general domain datasets Testing. The evaluation results of other models are taken from opencompass leaderboard.

C-Eval MMLU CMMLU
GPT-4 69.9 83 71
ChatGPT 52.5 69.1 53.9
Claude-1 52 65.7 -
TigerBot-70B-Chat-V2 57.7 65.9 59.9
WeMix-LLaMA2-70B 55.2 71.3 56
LLaMA-2-70B-Chat 44.3 63.8 43.3
Qwen-14B-Chat 71.7 66.4 70
Baichuan2-13B-Chat 56.7 57 58.4
OrionStar-Yi-34B-Chat 77.71 78.32 73.52

Discord Link: https://discord.gg/zumjDWgdAs

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