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Model: RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf Source: Original Platform
2026-08-08 22:33:16 +08:00
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--- a/README.md
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+Quantization made by Richard Erkhov.
+
+[Github](https://github.com/RichardErkhov)
+
+[Discord](https://discord.gg/pvy7H8DZMG)
+
+[Request more models](https://github.com/RichardErkhov/quant_request)
+
+
+Rain-7B-v0.1 - GGUF
+- Model creator: https://huggingface.co/raincandy-u/
+- Original model: https://huggingface.co/raincandy-u/Rain-7B-v0.1/
+
+
+| Name | Quant method | Size |
+| ---- | ---- | ---- |
+| [Rain-7B-v0.1.Q2_K.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q2_K.gguf) | Q2_K | 2.89GB |
+| [Rain-7B-v0.1.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.IQ3_XS.gguf) | IQ3_XS | 3.18GB |
+| [Rain-7B-v0.1.IQ3_S.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.IQ3_S.gguf) | IQ3_S | 3.32GB |
+| [Rain-7B-v0.1.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q3_K_S.gguf) | Q3_K_S | 3.32GB |
+| [Rain-7B-v0.1.IQ3_M.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.IQ3_M.gguf) | IQ3_M | 3.48GB |
+| [Rain-7B-v0.1.Q3_K.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q3_K.gguf) | Q3_K | 3.65GB |
+| [Rain-7B-v0.1.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q3_K_M.gguf) | Q3_K_M | 3.65GB |
+| [Rain-7B-v0.1.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q3_K_L.gguf) | Q3_K_L | 3.93GB |
+| [Rain-7B-v0.1.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.IQ4_XS.gguf) | IQ4_XS | 4.02GB |
+| [Rain-7B-v0.1.Q4_0.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q4_0.gguf) | Q4_0 | 4.2GB |
+| [Rain-7B-v0.1.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.IQ4_NL.gguf) | IQ4_NL | 4.22GB |
+| [Rain-7B-v0.1.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q4_K_S.gguf) | Q4_K_S | 4.23GB |
+| [Rain-7B-v0.1.Q4_K.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q4_K.gguf) | Q4_K | 4.44GB |
+| [Rain-7B-v0.1.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q4_K_M.gguf) | Q4_K_M | 4.44GB |
+| [Rain-7B-v0.1.Q4_1.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q4_1.gguf) | Q4_1 | 4.62GB |
+| [Rain-7B-v0.1.Q5_0.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q5_0.gguf) | Q5_0 | 5.03GB |
+| [Rain-7B-v0.1.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q5_K_S.gguf) | Q5_K_S | 5.03GB |
+| [Rain-7B-v0.1.Q5_K.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q5_K.gguf) | Q5_K | 5.15GB |
+| [Rain-7B-v0.1.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q5_K_M.gguf) | Q5_K_M | 5.15GB |
+| [Rain-7B-v0.1.Q5_1.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q5_1.gguf) | Q5_1 | 5.44GB |
+| [Rain-7B-v0.1.Q6_K.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q6_K.gguf) | Q6_K | 5.91GB |
+| [Rain-7B-v0.1.Q8_0.gguf](https://huggingface.co/RichardErkhov/raincandy-u_-_Rain-7B-v0.1-gguf/blob/main/Rain-7B-v0.1.Q8_0.gguf) | Q8_0 | 7.65GB |
+
+
+
+
+Original model description:
+---
+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>
+
+
+
+
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