llama-3-8B-function-calling-exl2

bartowski/llama-3-8B-function-calling-exl2

llama-3-8B-function-calling-exl2 is a text generation model from bartowski. Use it when you need the model to write or continue text.

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.1.4"turboderp's ExLlamaV2 v0.1.4</a for quantization.

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.json1.8 MB · 100%

From the Hugging Face model README

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.1.4">turboderp's ExLlamaV2 v0.1.4</a> for quantization.

<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>

Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.

<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Branch	Bits	lm_head bits	VRAM (4k)	VRAM (8K)	VRAM (16k)	VRAM (32k)	Description
8_0	8.0	8.0	10.1 GB	10.5 GB	11.5 GB	13.6 GB	Maximum quality that ExLlamaV2 can produce, near unquantized performance.
6_5	6.5	8.0	8.9 GB	9.3 GB	10.3 GB	12.4 GB	Very similar to 8.0, good tradeoff of size vs performance, recommended.
5_0	5.0	6.0	7.7 GB	8.1 GB	9.1 GB	11.2 GB	Slightly lower quality vs 6.5, but usable on 8GB cards.
4_25	4.25	6.0	7.0 GB	7.4 GB	8.4 GB	10.5 GB	GPTQ equivalent bits per weight, slightly higher quality.
3_5	3.5	6.0	6.4 GB	6.8 GB	7.8 GB	9.9 GB	Lower quality, only use if you have to.

With git:

git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/llama-3-8B-function-calling-exl2 llama-3-8B-function-calling-exl2-6_5

With huggingface hub (credit to TheBloke for instructions):

pip3 install huggingface-hub

To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch:

Linux:

huggingface-cli download bartowski/llama-3-8B-function-calling-exl2 --revision 6_5 --local-dir llama-3-8B-function-calling-exl2-6_5

Windows (which apparently doesn't like _ in folders sometimes?):

huggingface-cli download bartowski/llama-3-8B-function-calling-exl2 --revision 6_5 --local-dir llama-3-8B-function-calling-exl2-6.5

Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski