license: apache-2.0
library_name: transformers
pipeline_tag: text-generation
tags:
- llama
base_model: 01-ai/Yi-1.5-6B
Yi-1.5-6B-GGUF
- This is quantized version of 01-ai/Yi-1.5-6B created using llama.cpp
Model Description
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.