01-ai_Yi-1.5-9B-32K-2_2bpw_exl2

Zoyd/01-ai_Yi-1.5-9B-32K-2_2bpw_exl2

01-ai_Yi-1.5-9B-32K-2_2bpw_exl2 is a text generation model from Zoyd. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

Exllamav2 quant (exl2 / 2.2 bpw) made with ExLlamaV2 v0.0.21

Downloads · 30 days

3% of all-time downloads

All-time downloads

182

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Repo size

3 GB

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Hugging Face

Repo makeup

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.safetensors3 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: llama
Access: Public
Created: May 20, 2024
Updated: May 20, 2024
SHA: 356f3c53

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Model card

From the Hugging Face model README

Exllamav2 quant (exl2 / 2.2 bpw) made with ExLlamaV2 v0.0.21

Other EXL2 quants:

Quant	Model Size	lm_head
<center>2.2</center>	<center>2900 MB</center>	<center>6</center>
<center>2.5</center>	<center>3173 MB</center>	<center>6</center>
<center>3.0</center>	<center>3667 MB</center>	<center>6</center>
<center>3.5</center>	<center>4162 MB</center>	<center>6</center>
<center>3.75</center>	<center>4410 MB</center>	<center>6</center>
<center>4.0</center>	<center>4658 MB</center>	<center>6</center>
<center>4.25</center>	<center>4906 MB</center>	<center>6</center>
<center>5.0</center>	<center>5647 MB</center>	<center>6</center>
<center>6.0</center>	<center>6686 MB</center>	<center>8</center>
<center>6.5</center>	<center>7184 MB</center>	<center>8</center>
<center>8.0</center>	<center>8200 MB</center>	<center>8</center>

<div align="center"> <picture> <img src="https://raw.githubusercontent.com/01-ai/Yi/main/assets/img/Yi_logo_icon_light.svg" width="150px"> </picture> </div> <p align="center"> <a href="https://github.com/01-ai">🐙 GitHub</a> • <a href="https://discord.gg/hYUwWddeAu">👾 Discord</a> • <a href="https://twitter.com/01ai_yi">🐤 Twitter</a> • <a href="https://github.com/01-ai/Yi-1.5/issues/2">💬 WeChat</a> <br/> <a href="https://arxiv.org/abs/2403.04652">📝 Paper</a> • <a href="https://github.com/01-ai/Yi/tree/main?tab=readme-ov-file#faq">🙌 FAQ</a> • <a href="https://github.com/01-ai/Yi/tree/main?tab=readme-ov-file#learning-hub">📗 Learning Hub</a> </p>

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

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Models

Chat models

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

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Base models

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

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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.

Task: Text Generation
Library: transformers
Type: llama
License: apache-2.0
Created: May 20, 2024
Updated: May 20, 2024