Update README.md

README.md

@@ -178,7 +178,7 @@ OpenChat is an innovative library of open-source language models, fine-tuned wit
 **Prompt Format:** 
 
 ```
-GPT4 Correct User: {{prompt}}<|end_of_turn|>GPT4 Correct Assistant: 
+GPT4 User: {{prompt}}<|end_of_turn|>GPT4 Assistant: 
 ```
 
 **Template Name:** Mistral  
@@ -231,23 +231,27 @@ The Phi-3 4K-Instruct is a 3.8B parameters, lightweight, state-of-the-art open m
 
 ---
 
-# Yi 6B Chat
+# Yi 1.5 6B Chat
 
-The Yi series models are the next generation of open-source large language models trained from scratch by 01.AI. Targeted as a bilingual language model and trained on 3T multilingual corpus, the Yi series models become one of the strongest LLM worldwide, showing promise in language understanding, commonsense reasoning, reading comprehension, and more. For example, For English language capability, the Yi series models ranked 2nd (just behind GPT-4), outperforming other LLMs (such as LLaMA2-chat-70B, Claude 2, and ChatGPT) on the AlpacaEval Leaderboard in Dec 2023. For Chinese language capability, the Yi series models landed in 2nd place (following GPT-4), surpassing other LLMs (such as Baidu ERNIE, Qwen, and Baichuan) on the SuperCLUE in Oct 2023.  
+Yi-1.5 is an upgraded version which delivers stronger performance in coding, math, reasoning, and instruction-following capability, while still maintaining excellent capabilities in language understanding, commonsense reasoning, and reading comprehension. It is continuously pre-trained on Yi with a high-quality corpus of 500B tokens and fine-tuned on 3M diverse fine-tuning samples. The Yi series models are the next generation of open-source large language models trained from scratch by 01.AI. The Yi series models become one of the strongest LLM worldwide, showing promise in language understanding, commonsense reasoning, reading comprehension, and more.  
 
-**Model Intention:** It's a 6B model and can understand English and Chinese. It's good for QA and Chat  
+**Model Intention:** It's a 6B model and can understand English and Chinese. It's good for coding, math, reasoning and language understanding  
 
-**Model URL:** [https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/yi-chat-6b.Q4_K_M.gguf?download=true](https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/yi-chat-6b.Q4_K_M.gguf?download=true)  
+**Model URL:** [https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/Yi-1.5-6B-Q3_K_M.gguf?download=true](https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/Yi-1.5-6B-Q3_K_M.gguf?download=true)  
 
-**Model Info URL:** [https://huggingface.co/01-ai/Yi-6B-Chat](https://huggingface.co/01-ai/Yi-6B-Chat)  
+**Model Info URL:** [https://huggingface.co/01-ai/Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)  
 
 **Model License:** [License Info](https://www.apache.org/licenses/LICENSE-2.0)  
 
-**Model Description:** The Yi series models are the next generation of open-source large language models trained from scratch by 01.AI. Targeted as a bilingual language model and trained on 3T multilingual corpus, the Yi series models become one of the strongest LLM worldwide, showing promise in language understanding, commonsense reasoning, reading comprehension, and more. For example, For English language capability, the Yi series models ranked 2nd (just behind GPT-4), outperforming other LLMs (such as LLaMA2-chat-70B, Claude 2, and ChatGPT) on the AlpacaEval Leaderboard in Dec 2023. For Chinese language capability, the Yi series models landed in 2nd place (following GPT-4), surpassing other LLMs (such as Baidu ERNIE, Qwen, and Baichuan) on the SuperCLUE in Oct 2023.  
+**Model Description:** Yi-1.5 is an upgraded version which delivers stronger performance in coding, math, reasoning, and instruction-following capability, while still maintaining excellent capabilities in language understanding, commonsense reasoning, and reading comprehension. It is continuously pre-trained on Yi with a high-quality corpus of 500B tokens and fine-tuned on 3M diverse fine-tuning samples. The Yi series models are the next generation of open-source large language models trained from scratch by 01.AI. The Yi series models become one of the strongest LLM worldwide, showing promise in language understanding, commonsense reasoning, reading comprehension, and more.  
 
 **Developer:** [https://01.ai/](https://01.ai/)  
 
-**File Size:** 3670 MB  
+**Update Date:** 2024-05-12  
+
+**Update History:** Yi-1.5 is an upgraded version of Yi. It is continuously pre-trained on Yi with a high-quality corpus of 500B tokens and fine-tuned on 3M diverse fine-tuning samples. Yi-1.5 delivers stronger performance in coding, math, reasoning, and instruction-following capability, while still maintaining excellent capabilities in language understanding, commonsense reasoning, and reading comprehension  
+
+**File Size:** 2990 MB  
 
 **Context Length:** 4096 tokens