commit d97a55bd93e04967adc1abcf1686c549536017c5 Author: ModelHub XC Date: Wed Jul 15 02:01:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2efd736 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Pygmalion3-12B-Nemo-v6.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ1_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ1_M.gguf new file mode 100644 index 0000000..364e945 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3ba86cf938dcc571bcc40e3e7d387dec07489ae2b7707eb7613422977f0fe95 +size 3221624416 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ1_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ1_S.gguf new file mode 100644 index 0000000..88644d6 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7fe5de604186a93fcb9c97b0cb6df03d4d4a554d4f95c8d01a7642efcaef6b +size 2999211616 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ2_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ2_M.gguf new file mode 100644 index 0000000..f6d7f8e --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7ed020a2c7d121bfe16655c887dd09a0c7adafcf070cd63e8a844fb7d187e82 +size 4435023456 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ2_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ2_S.gguf new file mode 100644 index 0000000..23db20e --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9771550f980c9819053c487c0b97ffe89d213a86dbd27ce89c913ab97a922dae +size 4138473056 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ2_XS.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ2_XS.gguf new file mode 100644 index 0000000..278ba77 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1763633e7abaa878c93fd49f0a1f5e99e6d794f7b1fd37853c8e16c434bfb01e +size 3915077216 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ2_XXS.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..63cb268 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:887edae9cf182d8d893190065b8ea561fcb16d8acc1ad0c9d547e3c73d08b884 +size 3592312416 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ3_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ3_M.gguf new file mode 100644 index 0000000..ce9c9a7 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c1cb4cb9014f87a133f597c85ba6f4b5102c352b767f85c488e7e206e66b19b +size 5722232416 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ3_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ3_S.gguf new file mode 100644 index 0000000..20306d1 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd22512e525bb5b484922e96d62269f2c5f388ea2fd8fc9a3841cc568c84a2f9 +size 5562078816 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ3_XS.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ3_XS.gguf new file mode 100644 index 0000000..c52b7a3 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef3fc923f8d73a06a50790bf63269242a40b127dc66dcfab4ead1789f6aac0e8 +size 5306488416 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ3_XXS.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..a365385 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46840f4de256d298c6d0aa538a5099609934ebcd951d5c38d2fa4101b17422e2 +size 4945385056 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ4_NL.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ4_NL.gguf new file mode 100644 index 0000000..3c7195b --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1006e4432cbbd74773814d7a6856c2471d0a422a35fcdc22e162911bccbbbb55 +size 7097914976 diff --git a/Pygmalion3-12B-Nemo-v6.i1-IQ4_XS.gguf b/Pygmalion3-12B-Nemo-v6.i1-IQ4_XS.gguf new file mode 100644 index 0000000..6a35ed8 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2242c4bf4bf73db56df521aeb6b8b1f149bfc185127d02087fb445e7ae05fa80 +size 6742709856 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q2_K.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q2_K.gguf new file mode 100644 index 0000000..6ca4006 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5940eed70fd4d3db904152c935cf37ee2d534aa833c23ccdfe141fef55d2f6e0 +size 4791047776 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q2_K_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q2_K_S.gguf new file mode 100644 index 0000000..923815c --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe249359bbabe65f0044973cb2c073e1d0fa0f700ad4b1648b68f494ed18bc5 +size 4493678176 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q3_K_L.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_L.gguf new file mode 100644 index 0000000..981a507 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2bc3795591a23e0012372a795ab6cf333f902bf85244a3b707c4fb307c2b0f5 +size 6561502816 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q3_K_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_M.gguf new file mode 100644 index 0000000..065aa89 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98c76eb8613fc7393595cbc93f923cc8f9b102da5ebf289f021db7380161ae96 +size 6083090016 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q3_K_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_S.gguf new file mode 100644 index 0000000..3853d32 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21f21e18ae595f8f547d930c249580f8b9e05ae0a702a77b36abcadb90d0c5c8 +size 5534226016 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q4_0.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q4_0.gguf new file mode 100644 index 0000000..2b41444 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:423d5c24111d17f34c72350cb3381aa2db431af22790d91ae9227e3e88ef8dc8 +size 7094638176 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q4_1.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q4_1.gguf new file mode 100644 index 0000000..dce4357 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b6fc009f2b449f0035fe9c80bbe930aa3cf23fe6a4472b066d26058209bf9d6 +size 7795218016 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q4_K_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q4_K_M.gguf new file mode 100644 index 0000000..136f783 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a352beaf86349fc11045254636670f504af9c3be21ab93cc5a8b90ec60f2f6f +size 7477204576 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q4_K_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q4_K_S.gguf new file mode 100644 index 0000000..da01e2d --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c31f4b0ed485b7f6fff09d4aacaa7d520d63e5b42ef308f62f831078984a12a +size 7120197216 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q5_K_M.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q5_K_M.gguf new file mode 100644 index 0000000..cf62ad4 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc75308a89d8a764018c1ec9b75355a32a9f097e421b17307821789e47ea6172 +size 8727631456 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q5_K_S.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q5_K_S.gguf new file mode 100644 index 0000000..0da952e --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dce65b07e9d27320c32161c7c8363c5d580dab70f47e3a1bfa7144071ebba7e2 +size 8518735456 diff --git a/Pygmalion3-12B-Nemo-v6.i1-Q6_K.gguf b/Pygmalion3-12B-Nemo-v6.i1-Q6_K.gguf new file mode 100644 index 0000000..20c483a --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6da43568fc20a12206a0005bc688d9b11ea102d7860afaa18bfc78561a1e204 +size 10056210016 diff --git a/Pygmalion3-12B-Nemo-v6.imatrix.gguf b/Pygmalion3-12B-Nemo-v6.imatrix.gguf new file mode 100644 index 0000000..2d35150 --- /dev/null +++ b/Pygmalion3-12B-Nemo-v6.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ef4165a6e271331bce18977879bd6c56adff0dd70af24dbfb9d06c1f1ee79de +size 7088192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..cb08d20 --- /dev/null +++ b/README.md @@ -0,0 +1,85 @@ +--- +base_model: tavtav/Pygmalion3-12B-Nemo-v6 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/tavtav/Pygmalion3-12B-Nemo-v6 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Pygmalion3-12B-Nemo-v6-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/Pygmalion3-12B-Nemo-v6-i1-GGUF/resolve/main/Pygmalion3-12B-Nemo-v6.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + +