--- license: mit datasets: - TIGER-Lab/SKGInstruct language: - en quantized_by: bartowski pipeline_tag: text-generation --- ## Exllama v2 Quantizations of StructLM-7B Using turboderp's ExLlamaV2 v0.0.14 for quantization. ## The "main" branch only contains the measurement.json, download one of the other branches for the model (see below) Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions. Conversion was done using the default 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/TIGER-Lab/StructLM-7B 8.0 bits per weight 6.5 bits per weight 5.0 bits per weight 4.25 bits per weight 3.5 bits per weight ## Download instructions With git: ```shell git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/StructLM-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 `StructLM-7B-exl2`: ```shell mkdir StructLM-7B-exl2 huggingface-cli download bartowski/StructLM-7B-exl2 --local-dir StructLM-7B-exl2 --local-dir-use-symlinks False ``` To download from a different branch, add the `--revision` parameter: Linux: ```shell mkdir StructLM-7B-exl2-6_5 huggingface-cli download bartowski/StructLM-7B-exl2 --revision 6_5 --local-dir StructLM-7B-exl2-6_5 --local-dir-use-symlinks False ``` Windows (which apparently doesn't like _ in folders sometimes?): ```shell mkdir StructLM-7B-exl2-6.5 huggingface-cli download bartowski/StructLM-7B-exl2 --revision 6_5 --local-dir StructLM-7B-exl2-6.5 --local-dir-use-symlinks False ```