diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..48467691f05308f9796611732271663bfc93f173 --- /dev/null +++ b/README.md @@ -0,0 +1,61 @@ +--- +pipeline_tag: text-generation +license: other +quantized_by: bartowski +--- + +## Exllama v2 Quantizations of internlm2-chat-20b-llama-exp + +Using turboderp's ExLlamaV2 v0.0.13 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. + +Original model: https://huggingface.co/internlm/internlm2-chat-20b + +| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description | +| ------ | ---- | ------------ | ---- | ---- | ---- | ----------- | +| [6_5](https://huggingface.co/Bartowski/internlm2-chat-20b-llama-exp-exl2/tree/6_5) | 6.5 | 8.0 | 19.6 GB | 21.0 GB | 23.0 GB | Near unquantized performance at vastly reduced size, **recommended**. | +| [4_25](https://huggingface.co/Bartowski/internlm2-chat-20b-llama-exp-exl2/tree/4_25) | 4.25 | 6.0 | 13.8 GB | 15.2 GB | 17.2 GB | GPTQ equivalent bits per weight, slightly higher quality. | +| [3_5](https://huggingface.co/Bartowski/internlm2-chat-20b-llama-exp-exl2/tree/3_5) | 3.5 | 6.0 | 12.4 GB | 13.8 GB | 15.8 GB | Lower quality, only use if you have to. | +| [3_0](https://huggingface.co/Bartowski/internlm2-chat-20b-llama-exp-exl2/tree/3_0) | 3.0 | 6.0 | 11.1 GB | 12.5 GB | 15.5 GB | Very low quality. Usable on 12GB. | + +## Download instructions + +With git: + +```shell +git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/internlm2-chat-20b-llama-exp-exl2 internlm2-chat-20b-llama-exp-exl2-6_5 +``` + +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 `internlm2-chat-20b-llama-exp-exl2`: + +```shell +mkdir internlm2-chat-20b-llama-exp-exl2 +huggingface-cli download bartowski/internlm2-chat-20b-llama-exp-exl2 --local-dir internlm2-chat-20b-llama-exp-exl2 --local-dir-use-symlinks False +``` + +To download from a different branch, add the `--revision` parameter: + +Linux: + +```shell +mkdir internlm2-chat-20b-llama-exp-exl2-6_5 +huggingface-cli download bartowski/internlm2-chat-20b-llama-exp-exl2 --revision 6_5 --local-dir internlm2-chat-20b-llama-exp-exl2-6_5 --local-dir-use-symlinks False +``` + +Windows (which apparently doesn't like _ in folders sometimes?): + +```shell +mkdir internlm2-chat-20b-llama-exp-exl2-6.5 +huggingface-cli download bartowski/internlm2-chat-20b-llama-exp-exl2 --revision 6_5 --local-dir internlm2-chat-20b-llama-exp-exl2-6.5 --local-dir-use-symlinks False +``` + +Want to support my work? 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