Quantization made by Richard Erkhov.

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Yi-1.5-6B-Chat - GGUF

• Model creator: https://huggingface.co/01-ai/
• Original model: https://huggingface.co/01-ai/Yi-1.5-6B-Chat/

Name	Quant method	Size
Yi-1.5-6B-Chat.Q2_K.gguf	Q2_K	2.18GB
Yi-1.5-6B-Chat.IQ3_XS.gguf	IQ3_XS	2.41GB
Yi-1.5-6B-Chat.IQ3_S.gguf	IQ3_S	2.53GB
Yi-1.5-6B-Chat.Q3_K_S.gguf	Q3_K_S	2.52GB
Yi-1.5-6B-Chat.IQ3_M.gguf	IQ3_M	2.62GB
Yi-1.5-6B-Chat.Q3_K.gguf	Q3_K	2.79GB
Yi-1.5-6B-Chat.Q3_K_M.gguf	Q3_K_M	2.79GB
Yi-1.5-6B-Chat.Q3_K_L.gguf	Q3_K_L	3.01GB
Yi-1.5-6B-Chat.IQ4_XS.gguf	IQ4_XS	3.11GB
Yi-1.5-6B-Chat.Q4_0.gguf	Q4_0	3.24GB
Yi-1.5-6B-Chat.IQ4_NL.gguf	IQ4_NL	3.27GB
Yi-1.5-6B-Chat.Q4_K_S.gguf	Q4_K_S	3.26GB
Yi-1.5-6B-Chat.Q4_K.gguf	Q4_K	3.42GB
Yi-1.5-6B-Chat.Q4_K_M.gguf	Q4_K_M	3.42GB
Yi-1.5-6B-Chat.Q4_1.gguf	Q4_1	3.58GB
Yi-1.5-6B-Chat.Q5_0.gguf	Q5_0	3.92GB
Yi-1.5-6B-Chat.Q5_K_S.gguf	Q5_K_S	3.92GB
Yi-1.5-6B-Chat.Q5_K.gguf	Q5_K	4.01GB
Yi-1.5-6B-Chat.Q5_K_M.gguf	Q5_K_M	4.01GB
Yi-1.5-6B-Chat.Q5_1.gguf	Q5_1	4.25GB
Yi-1.5-6B-Chat.Q6_K.gguf	Q6_K	4.63GB
Yi-1.5-6B-Chat.Q8_0.gguf	Q8_0	6.0GB

Original model description:

license: apache-2.0

🐙 GitHub • 👾 Discord • 🐤 Twitter • 💬 WeChat
📝 Paper • 💪 Tech Blog • 🙌 FAQ • 📗 Learning Hub

Intro

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.

Compared with Yi, 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.

Model	Context Length	Pre-trained Tokens
Yi-1.5	4K, 16K, 32K	3.6T

Models

• Chat models

  Name	Download
  Yi-1.5-34B-Chat	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-34B-Chat-16K	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-9B-Chat	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-9B-Chat-16K	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-6B-Chat	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel

• Base models

  Name	Download
  Yi-1.5-34B	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-34B-32K	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-9B	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-9B-32K	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel
  Yi-1.5-6B	• 🤗 Hugging Face • 🤖 ModelScope • 🟣 wisemodel

Benchmarks

• Chat models

  Yi-1.5-34B-Chat is on par with or excels beyond larger models in most benchmarks.

  

  Yi-1.5-9B-Chat is the top performer among similarly sized open-source models.

  

• Base models

  Yi-1.5-34B is on par with or excels beyond larger models in some benchmarks.

  

  Yi-1.5-9B is the top performer among similarly sized open-source models.

  

Quick Start

For getting up and running with Yi-1.5 models quickly, see README.