
## Exllama v2 Quantizations of dolphin-2_2-yi-34b

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/ehartford/dolphin-2_2-yi-34b
 
<a href="https://huggingface.co/bartowski/dolphin-2_2-yi-34b-exl2/tree/3.75">3.75 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/dolphin-2_2-yi-34b-exl2/tree/4.0">4.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/dolphin-2_2-yi-34b-exl2/tree/4.25">4.25 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/dolphin-2_2-yi-34b-exl2/tree/6.0">6.0 bits per weight</a>

## Download instructions

With git:

```shell
git clone --single-branch --branch 4.0 https://huggingface.co/bartowski/dolphin-2_2-yi-34b-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 `dolphin-2_2-yi-34b-exl2`:

```shell
mkdir dolphin-2_2-yi-34b-exl2
huggingface-cli download bartowski/dolphin-2_2-yi-34b-exl2 --local-dir dolphin-2_2-yi-34b-exl2 --local-dir-use-symlinks False
```

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

```shell
mkdir dolphin-2_2-yi-34b-exl2
huggingface-cli download bartowski/dolphin-2_2-yi-34b-exl2 --revision 4.0 --local-dir dolphin-2_2-yi-34b-exl2 --local-dir-use-symlinks False
```

{"language": ["en"], "license": "other", "datasets": ["ehartford/dolphin", "jondurbin/airoboros-2.2.1", "ehartford/samantha-data", "ehartford/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split"], "license_name": "yi-license", "license_link": "LICENSE", "quantized_by": "bartowski"}
en dataset:ehartford/dolphin dataset:jondurbin/airoboros-2.2.1 dataset:ehartford/samantha-data dataset:ehartford/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split license:other region:us