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

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.8">turboderp's ExLlamaV2 v0.0.8</a> 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
 
<a href="https://huggingface.co/bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2/tree/4.0">4.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2/tree/5.0">5.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2/tree/6.0">6.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/speechless-mistral-dolphin-orca-platypus-samantha-7b-exl2/tree/8.0">8.0 bits per weight</a>

## Download instructions

With git:

```shell
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):

```shell
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`:

```shell
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:

```shell
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
```

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