measurement.json

README.md

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+---
+license: gpl-3.0
+language:
+- en
+- zh
+- ja
+- de
+datasets:
+- JosephusCheung/GuanacoDataset
+- meta-math/MetaMathQA
+- jondurbin/airoboros-3.1
+- WizardLM/WizardLM_evol_instruct_V2_196k
+- RyokoAI/ShareGPT52K
+- RyokoAI/Fandom23K
+- milashkaarshif/MoeGirlPedia_wikitext_raw_archive
+- wikipedia
+- wiki_lingua
+- garage-bAInd/Open-Platypus
+- LDJnr/Puffin
+- BAAI/COIG
+- TigerResearch/tigerbot-zhihu-zh-10k
+- liwu/MNBVC
+- teknium/openhermes
+- CausalLM/Refined-Anime-Text
+- microsoft/orca-math-word-problems-200k
+- m-a-p/CodeFeedback-Filtered-Instruction
+quantized_by: bartowski
+pipeline_tag: text-generation
+---
+
+## Exllama v2 Quantizations of 35b-beta-long
+
+Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.20">turboderp's ExLlamaV2 v0.0.20</a> for quantization.
+
+<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>
+
+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/CausalLM/35b-beta-long
+
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/8_0">8.0 bits per weight</a>
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/6_5">6.5 bits per weight</a>
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/5_0">5.0 bits per weight</a>
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/4_25">4.25 bits per weight</a>
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/3_5">3.5 bits per weight</a>
+
+<a href="https://huggingface.co/bartowski/35b-beta-long-exl2/tree/3_0">3.0 bits per weight</a>
+
+
+## Download instructions
+
+With git:
+
+```shell
+git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/35b-beta-long-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 `35b-beta-long-exl2`:
+
+```shell
+mkdir 35b-beta-long-exl2
+huggingface-cli download bartowski/35b-beta-long-exl2 --local-dir 35b-beta-long-exl2 --local-dir-use-symlinks False
+```
+
+To download from a different branch, add the `--revision` parameter:
+
+Linux:
+
+```shell
+mkdir 35b-beta-long-exl2-6_5
+huggingface-cli download bartowski/35b-beta-long-exl2 --revision 6_5 --local-dir 35b-beta-long-exl2-6_5 --local-dir-use-symlinks False
+```
+
+Windows (which apparently doesn't like _ in folders sometimes?):
+
+```shell
+mkdir 35b-beta-long-exl2-6.5
+huggingface-cli download bartowski/35b-beta-long-exl2 --revision 6_5 --local-dir 35b-beta-long-exl2-6.5 --local-dir-use-symlinks False
+```