Main branch

README.md

@@ -0,0 +1,61 @@
+---
+license: apache-2.0
+tags:
+- openchat
+- mistral
+- C-RLFT
+datasets:
+- openchat/openchat_sharegpt4_dataset
+- imone/OpenOrca_FLAN
+- LDJnr/LessWrong-Amplify-Instruct
+- LDJnr/Pure-Dove
+- LDJnr/Verified-Camel
+- tiedong/goat
+- glaiveai/glaive-code-assistant
+- meta-math/MetaMathQA
+- OpenAssistant/oasst_top1_2023-08-25
+- TIGER-Lab/MathInstruct
+library_name: transformers
+pipeline_tag: text-generation
+quantized_by: bartowski
+---
+
+## Exllama v2 Quantizations of openchat-3.5-1210
+
+Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.10">turboderp's ExLlamaV2 v0.0.10</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 VMWareOpenInstruct.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/openchat/openchat-3.5-1210
+
+## Download instructions
+
+With git:
+
+```shell
+git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/openchat-3.5-1210-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 `openchat-3.5-1210-exl2`:
+
+```shell
+mkdir openchat-3.5-1210-exl2
+huggingface-cli download bartowski/openchat-3.5-1210-exl2 --local-dir openchat-3.5-1210-exl2 --local-dir-use-symlinks False
+```
+
+To download from a different branch, add the `--revision` parameter:
+
+```shell
+mkdir openchat-3.5-1210-exl2
+huggingface-cli download bartowski/openchat-3.5-1210-exl2 --revision 4_0 --local-dir openchat-3.5-1210-exl2 --local-dir-use-symlinks False
+```