Main branch

README.md

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+---
+pipeline_tag: text-generation
+tags:
+- orca
+- orca2
+- microsoft
+license: other
+license_name: microsoft-research-license
+license_link: LICENSE
+quantized_by: bartowski
+---
+
+## Exllama v2 Quantizations of Orca-2-7B-16k
+
+Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.9">turboderp's ExLlamaV2 v0.0.9</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.
+
+Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
+
+Original model: https://huggingface.co/NurtureAI/Orca-2-7B-16k
+
+## Download instructions
+
+With git:
+
+```shell
+git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/Orca-2-7B-16k-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 `Orca-2-7B-16k-exl2`:
+
+```shell
+mkdir Orca-2-7B-16k-exl2
+huggingface-cli download bartowski/Orca-2-7B-16k-exl2 --local-dir Orca-2-7B-16k-exl2 --local-dir-use-symlinks False
+```
+
+To download from a different branch, add the `--revision` parameter:
+
+```shell
+mkdir Orca-2-7B-16k-exl2
+huggingface-cli download bartowski/Orca-2-7B-16k-exl2 --revision 4_0 --local-dir Orca-2-7B-16k-exl2 --local-dir-use-symlinks False
+```