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metadata
language:
  - en
library_name: transformers
pipeline_tag: text-generation
datasets:
  - jondurbin/airoboros-2.2.1
  - Open-Orca/OpenOrca
  - garage-bAInd/Open-Platypus
  - ehartford/samantha-data
tags:
  - llama-2
  - code
license: llama2
model-index:
  - name: SpeechlessCoder
    results:
      - task:
          type: text-generation
        dataset:
          type: openai_humaneval
          name: HumanEval
        metrics:
          - name: pass@1
            type: pass@1
            value: 34.146
            verified: false
quantized_by: bartowski

Exllama v2 Quantizations of speechless-mistral-dolphin-orca-platypus-samantha-7b

Using turboderp's ExLlamaV2 v0.0.8 for quantization.

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

Conversion was done using wikitext-103-raw-v1-test.parquet as calibration dataset.

Original model: https://huggingface.co/uukuguy/speechless-mistral-dolphin-orca-platypus-samantha-7b

4.0 bits per weight

5.0 bits per weight

6.0 bits per weight

8.0 bits per weight

Download instructions

With git:

git clone --single-branch --branch 4.0 https://huggingface.co/bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2

With huggingface hub (credit to TheBloke for instructions):

pip3 install huggingface-hub

To download the main (only useful if you only care about measurement.json) branch to a folder called speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2:

mkdir speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2
huggingface-cli download bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2 --local-dir speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2 --local-dir-use-symlinks False

To download from a different branch, add the --revision parameter:

mkdir speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2
huggingface-cli download bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2 --revision 4.0 --local-dir speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2 --local-dir-use-symlinks False