diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..581c7ed6694dbd19458d8bea49ac769bd0451718 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +license: apache-2.0 +language: + - en + - fr + - de + - es + - it + - pt + - ru + - zh + - ja +quantized_by: bartowski +pipeline_tag: text-generation +--- + +## Exllama v2 Quantizations of mini-magnum-12b-v1.1 + +Using turboderp's ExLlamaV2 v0.1.8 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/intervitens/mini-magnum-12b-v1.1 + + +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/mini-magnum-12b-v1.1-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 `mini-magnum-12b-v1.1-exl2`: + +```shell +mkdir mini-magnum-12b-v1.1-exl2 +huggingface-cli download bartowski/mini-magnum-12b-v1.1-exl2 --local-dir mini-magnum-12b-v1.1-exl2 +``` + +To download from a different branch, add the `--revision` parameter: + +Linux: + +```shell +mkdir mini-magnum-12b-v1.1-exl2-6_5 +huggingface-cli download bartowski/mini-magnum-12b-v1.1-exl2 --revision 6_5 --local-dir mini-magnum-12b-v1.1-exl2-6_5 +``` + +Windows (which apparently doesn't like _ in folders sometimes?): + +```shell +mkdir mini-magnum-12b-v1.1-exl2-6.5 +huggingface-cli download bartowski/mini-magnum-12b-v1.1-exl2 --revision 6_5 --local-dir mini-magnum-12b-v1.1-exl2-6.5 +``` diff --git a/measurement.json b/measurement.json new file mode 100644 index 0000000000000000000000000000000000000000..9cf9e34e56e2b1d4898c490cef637f64ba69adb0 --- /dev/null +++ b/measurement.json @@ -0,0 +1,78047 @@ +{ + "measurement": { + "model.layers.0.self_attn": [ + { + "accuracy": 0.8861993739479467, + "total_bits": 111655168, + "q_proj": { + "group_size": { + "3": 64, + "2": 64 + }, + "bits": [ + 3, + 2 + ], + "bits_prop": [ + 0.05, + 0.95 + ], + "scale_bits": 4 + }, + "k_proj": { + "group_size": { + "3": 64, + "2": 64 + }, + "bits": [ + 3, + 2 + ], + "bits_prop": [ + 0.05, + 0.95 + ], + "scale_bits": 4 + }, + "v_proj": { + "group_size": { + "3": 64, + "2": 64 + }, + "bits": [ + 3, + 2 + ], + "bits_prop": [ + 0.05, + 0.95 + ], + "scale_bits": 4 + }, + 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