Quantization made by Richard Erkhov.
Yi-1.5-6B - GGUF
- Model creator: https://huggingface.co/01-ai/
- Original model: https://huggingface.co/01-ai/Yi-1.5-6B/
| Name | Quant method | Size |
|---|---|---|
| Yi-1.5-6B.Q2_K.gguf | Q2_K | 2.18GB |
| Yi-1.5-6B.IQ3_XS.gguf | IQ3_XS | 2.41GB |
| Yi-1.5-6B.IQ3_S.gguf | IQ3_S | 2.53GB |
| Yi-1.5-6B.Q3_K_S.gguf | Q3_K_S | 2.52GB |
| Yi-1.5-6B.IQ3_M.gguf | IQ3_M | 2.62GB |
| Yi-1.5-6B.Q3_K.gguf | Q3_K | 2.79GB |
| Yi-1.5-6B.Q3_K_M.gguf | Q3_K_M | 2.79GB |
| Yi-1.5-6B.Q3_K_L.gguf | Q3_K_L | 3.01GB |
| Yi-1.5-6B.IQ4_XS.gguf | IQ4_XS | 3.11GB |
| Yi-1.5-6B.Q4_0.gguf | Q4_0 | 3.24GB |
| Yi-1.5-6B.IQ4_NL.gguf | IQ4_NL | 3.27GB |
| Yi-1.5-6B.Q4_K_S.gguf | Q4_K_S | 3.26GB |
| Yi-1.5-6B.Q4_K.gguf | Q4_K | 3.42GB |
| Yi-1.5-6B.Q4_K_M.gguf | Q4_K_M | 3.42GB |
| Yi-1.5-6B.Q4_1.gguf | Q4_1 | 3.58GB |
| Yi-1.5-6B.Q5_0.gguf | Q5_0 | 3.92GB |
| Yi-1.5-6B.Q5_K_S.gguf | Q5_K_S | 3.92GB |
| Yi-1.5-6B.Q5_K.gguf | Q5_K | 4.01GB |
| Yi-1.5-6B.Q5_K_M.gguf | Q5_K_M | 4.01GB |
| Yi-1.5-6B.Q5_1.gguf | Q5_1 | 4.25GB |
| Yi-1.5-6B.Q6_K.gguf | Q6_K | 4.63GB |
| Yi-1.5-6B.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.
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