Update README.md

README.md

@@ -1,3 +1,46 @@
 ---
 license: apache-2.0
+datasets:
+- Azure99/blossom-chat-v2
+- Azure99/blossom-math-v3
+- Azure99/blossom-wizard-v2
+- Azure99/blossom-orca-v2
+language:
+- zh
+- en
 ---
+# **BLOSSOM-v4-mistral-7b**
+
+Try blossom online demo! [Blossom Chat[🚀](https://blossom-chat.com/)](https://huggingface.co/spaces/Azure99/BlossomChat)
+
+### Introduction
+
+Blossom is a conversational large language model, fine-tuned on the Blossom Orca/Wizard/Chat/Math mixed dataset based on the Mistral-7B-v0.1 pre-trained model. Blossom possesses robust general capabilities and context comprehension. Additionally, the high-quality Chinese and English datasets used for training have been made open source.
+
+Training was conducted in two stages. The first stage used 100K Wizard, 100K Orca, 20K Math single-turn instruction datasets, training for 1 epoch; the second stage used 50K Blossom chat multi-turn dialogue dataset, and 2% randomly sampled data from the first stage, training for 3 epochs.
+
+Note: The Mistral-7B-v0.1 pre-trained model is somewhat lacking in Chinese knowledge, so for Chinese scenarios, it is recommended to use [blossom-v4-baichuan2-7b](https://huggingface.co/Azure99/blossom-v4-baichuan2-7b).
+
+### Inference
+
+Inference is performed in the form of dialogue continuation.
+
+Single-turn dialogue
+
+```
+A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
+|Human|: hello
+|Bot|: 
+```
+
+Multi-turn dialogue
+
+```
+A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
+|Human|: hello
+|Bot|: Hello! How can I assist you today?</s>
+|Human|: Generate a random number using python
+|Bot|: 
+```
+
+Note: At the end of the Bot's output in the historical conversation, append a `</s>`.