BigStorm - ExLLamaV2 (Exl2) Quantization

  • 8.0 bpw target
  • 8 head bits

Enjoy! Raise an issue if you'd like other BPW levels. Base Model Card Follows:

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πŸ“ Paper β€’ πŸ’ͺ Tech Blog β€’ πŸ™Œ FAQ β€’ πŸ“— 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

Benchmarks

  • Chat models

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

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

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  • Base models

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

    image/png

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

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Quick Start

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

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Collection including bigstorm/Yi-1.5-34B-Chat-16K-8.0bpw-8hb-exl2