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Model: raincandy-u/Rain-7B-v0.1
Source: Original Platform

README.md

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+---
+license: other
+license_name: tongyi-qianwen
+license_link: https://huggingface.co/Qwen/Qwen1.5-7B-Chat/raw/main/LICENSE
+datasets:
+- yys/OpenOrca-Chinese
+language:
+- zh
+- en
+pipeline_tag: text-generation
+tags:
+- CoT
+---
+<style>
+  @font-face {
+  font-family: Zpix;
+  src: url(https://zpix.now.sh/zpix.woff2?v2021-03-21);
+}
+  * {
+    font-family:Zpix;
+  }
+  #main-ame-back {
+    font-family:Zpix;
+    color: #fd96fd !important;
+    
+      padding: 15px;
+  }
+  a {
+    color:#fd87c2 !important
+  }
+  #main-ame-back h1{
+    color:#8e45f5 !important;
+  }
+</style>
+<img src="https://pbs.twimg.com/media/GKJ6VOdbIAAo2yr?format=png&name=900x900"></img>
+
+
+
+<div id="main-ame-back">
+
+<div style="font-size:40px;color: #ebb4dd;font-weight:bolder;">ジェルばんは~</div>
+
+  <br>
+<h1>🧬UPDATE: Please see <a href="https://huggingface.co/raincandy-u/Rain-7B-v0.2">Here</a> for v0.2 model.</h1>
+<h1>🧬Rain-7B-v0.1</h1>
+
+
+Rain-7B-v0.1 is an experimental model finetuned on <a href="https://huggingface.co/Qwen/Qwen1.5-7B-Chat">Qwen1.5-7B-Chat</a> with thousands of <b>chain of thought</b> conversations.
+
+It work better for `"think step by step"` prompt.
+
+<h1>🧬Evaluation</h1>
+  
+|Model name|MMLU|
+|---|---|
+|Qwen1.5-7B-Chat|55.8|
+|Rain-7B-v0.1|58.1|
+
+<h1>🧬Usage</h1>
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "raincandy-u/Rain-7B-v0.1"
+messages = [{"role": "user", "content": "What is chain of thoughts?"}]
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+```
+
+</div>
+
+