measurement.json
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- measurement.json +0 -0
README.md
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---
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license: apache-2.0
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datasets:
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- ajibawa-2023/OpenHermes-2.5-Code-290k
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language:
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- en
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tags:
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- code
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- finetune
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- synthetic data
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- text-generation-inference
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- conversational
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quantized_by: bartowski
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pipeline_tag: text-generation
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---
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## Exllama v2 Quantizations of OpenHermes-2.5-Code-290k-13B
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Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.14">turboderp's ExLlamaV2 v0.0.14</a> for quantization.
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<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>
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Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
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Original model: https://huggingface.co/ajibawa-2023/OpenHermes-2.5-Code-290k-13B
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No GQA - VRAM requirements will be higher
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| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | Description |
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| ----- | ---- | ------- | ------ | ------ | ------------ |
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| [8_0](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/8_0) | 8.0 | 8.0 | 16.8 GB | 26.2 GB | Near unquantized performance at vastly reduced size, **recommended**. |
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| [6_5](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/6_5) | 6.5 | 8.0 | 14.4 GB | 24.0 GB | Near unquantized performance at vastly reduced size, **recommended**. |
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| [5_0](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/5_0) | 5.0 | 6.0 | 12.1 GB | 21.7 GB | Slightly lower perplexity vs 6.5, can fit in 12 GB card with even lower context. |
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| [4_25](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/4_25) | 4.25 | 6.0 | 10.9 GB | 20.5 GB | GPTQ equivalent bits per weight. |
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| [3_75](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/3_75) | 3.75 | 6.0 | 10.1 GB | 19.7 GB | Lower quality but still generally usable. |
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| [3_0](https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2/tree/3_0) | 3.0 | 6.0 | 9.1 GB | 18.7 GB | Very low quality, not recommended unless you have to. |
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VRAM requirements listed for both 4k context and 16k context since without GQA the differences are massive (9.6 GB)
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## Download instructions
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With git:
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```shell
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git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/OpenHermes-2.5-Code-290k-13B-exl2 OpenHermes-2.5-Code-290k-13B-exl2-6_5
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```
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With huggingface hub (credit to TheBloke for instructions):
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```shell
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pip3 install huggingface-hub
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```
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To download the `main` (only useful if you only care about measurement.json) branch to a folder called `OpenHermes-2.5-Code-290k-13B-exl2`:
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```shell
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mkdir OpenHermes-2.5-Code-290k-13B-exl2
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huggingface-cli download bartowski/OpenHermes-2.5-Code-290k-13B-exl2 --local-dir OpenHermes-2.5-Code-290k-13B-exl2 --local-dir-use-symlinks False
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```
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To download from a different branch, add the `--revision` parameter:
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Linux:
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```shell
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mkdir OpenHermes-2.5-Code-290k-13B-exl2-6_5
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huggingface-cli download bartowski/OpenHermes-2.5-Code-290k-13B-exl2 --revision 6_5 --local-dir OpenHermes-2.5-Code-290k-13B-exl2-6_5 --local-dir-use-symlinks False
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```
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Windows (which apparently doesn't like _ in folders sometimes?):
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```shell
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mkdir OpenHermes-2.5-Code-290k-13B-exl2-6.5
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huggingface-cli download bartowski/OpenHermes-2.5-Code-290k-13B-exl2 --revision 6_5 --local-dir OpenHermes-2.5-Code-290k-13B-exl2-6.5 --local-dir-use-symlinks False
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```
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Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
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measurement.json
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