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bartowski/
speechless-instruct-mistral-7b-v0.2-exl2

Name: speechless-instruct-mistral-7b-v0.2-exl2
Availability: InStock

transformers

code

text-generation

jondurbin/airoboros-2.2

Open-Orca/OpenOrca

garage-bAInd/Open-Platypus

WizardLM/WizardLM_evol_instruct_V2_196k

TokenBender/python_eval_instruct_51k

apache-2.0

model-index

endpoints_compatible

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Exllama v2 Quantizations of speechless-instruct-mistral-7b-v0.2

Using turboderp's ExLlamaV2 v0.0.21 for quantization.

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

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

Original model: https://huggingface.co/uukuguy/speechless-instruct-mistral-7b-v0.2

Prompt format

No chat template specified so default is used. This may be incorrect, check original model card for details.

<s> [INST] <<SYS>>
{system_prompt}
<</SYS>>

{prompt} [/INST]  </s>

Available sizes

Branch	Bits	lm_head bits	VRAM (4k)	VRAM (16k)	VRAM (32k)	Description
8_0	8.0	8.0	8.4 GB	9.8 GB	11.8 GB	Maximum quality that ExLlamaV2 can produce, near unquantized performance.
6_5	6.5	8.0	7.2 GB	8.6 GB	10.6 GB	Very similar to 8.0, good tradeoff of size vs performance, recommended.
5_0	5.0	6.0	6.0 GB	7.4 GB	9.4 GB	Slightly lower quality vs 6.5, but usable on 8GB cards.
4_25	4.25	6.0	5.3 GB	6.7 GB	8.7 GB	GPTQ equivalent bits per weight, slightly higher quality.
3_5	3.5	6.0	4.7 GB	6.1 GB	8.1 GB	Lower quality, only use if you have to.

Download instructions

With git:

git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/speechless-instruct-mistral-7b-v0.2-exl2 speechless-instruct-mistral-7b-v0.2-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/speechless-instruct-mistral-7b-v0.2-exl2 --revision 6_5 --local-dir speechless-instruct-mistral-7b-v0.2-exl2-6_5

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

huggingface-cli download bartowski/speechless-instruct-mistral-7b-v0.2-exl2 --revision 6_5 --local-dir speechless-instruct-mistral-7b-v0.2-exl2-6.5

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