commit 36bd0e8b4cc139d15a543002cc6d5e9773e4d648 Author: ModelHub XC Date: Sun May 10 13:47:55 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/EMO_MINION-3.2-1B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a348f1d --- /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 +EMO_MINION-3.2-1B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EMO_MINION-3.2-1B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/EMO_MINION-3.2-1B.i1-IQ1_M.gguf b/EMO_MINION-3.2-1B.i1-IQ1_M.gguf new file mode 100644 index 0000000..da622cc --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c05750a199ddd4e17d9e3586bd9272505b532c0f1e8a5313588505fb16c54dfb +size 499795040 diff --git a/EMO_MINION-3.2-1B.i1-IQ1_S.gguf b/EMO_MINION-3.2-1B.i1-IQ1_S.gguf new file mode 100644 index 0000000..4b6e446 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:698f7f59271883645be26eaf5765d57bd4700755c291df3853312facbeee8f85 +size 479741024 diff --git a/EMO_MINION-3.2-1B.i1-IQ2_M.gguf b/EMO_MINION-3.2-1B.i1-IQ2_M.gguf new file mode 100644 index 0000000..2b54006 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd4ef7281447a0ec1f9a07e1a4f096ef4224c9d47c479d51634c2c9f172dd73f +size 628315232 diff --git a/EMO_MINION-3.2-1B.i1-IQ2_S.gguf b/EMO_MINION-3.2-1B.i1-IQ2_S.gguf new file mode 100644 index 0000000..aec2dc1 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:649477e8b8dac5b5d6ac7fb792e6cc7f772ccde3e02a3993a6e1dd93226dd001 +size 601576544 diff --git a/EMO_MINION-3.2-1B.i1-IQ2_XS.gguf b/EMO_MINION-3.2-1B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..e03b578 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37cd06816ff9b54120b71c5a718c2bbea53a7a93f55d93a354c942e0efc0eb1c +size 562054240 diff --git a/EMO_MINION-3.2-1B.i1-IQ2_XXS.gguf b/EMO_MINION-3.2-1B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..af58a03 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41e6969ad2dd4fc19800bf036ff2e45b5d2a46fe845308dadc0cc11e7b738db9 +size 533218400 diff --git a/EMO_MINION-3.2-1B.i1-IQ3_M.gguf b/EMO_MINION-3.2-1B.i1-IQ3_M.gguf new file mode 100644 index 0000000..392163f --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a6c4be6f0974293eb58b326423753c8ecd4da7408d347e65e283d6338ea47f2 +size 770155616 diff --git a/EMO_MINION-3.2-1B.i1-IQ3_S.gguf b/EMO_MINION-3.2-1B.i1-IQ3_S.gguf new file mode 100644 index 0000000..9625b26 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cee486405f018dcfdbb8bd6c4168ae488b2f85c00d0c42549dbe5d0923d4e6d1 +size 756786272 diff --git a/EMO_MINION-3.2-1B.i1-IQ3_XS.gguf b/EMO_MINION-3.2-1B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..9696739 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80b1b25568c68439858e10087cae11422406ee5b974c46af9fef1f4650ebc9fd +size 733979744 diff --git a/EMO_MINION-3.2-1B.i1-IQ3_XXS.gguf b/EMO_MINION-3.2-1B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..f08767f --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69b7d8e9e570b9c7c0c520e8fc767fe6e10ffc3759b2679a72a05dfbcbf4f759 +size 674976864 diff --git a/EMO_MINION-3.2-1B.i1-IQ4_NL.gguf b/EMO_MINION-3.2-1B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..9a5dcfd --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44398db8464da0f8b91f03b9d5922f1df800d7002bbc7f03e335320f5e84215b +size 920777824 diff --git a/EMO_MINION-3.2-1B.i1-IQ4_XS.gguf b/EMO_MINION-3.2-1B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..3bce9f0 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acd0bdaf2d801c1130e4bff79a7b36cc22d7194a380db32b0f2536e174dfcc21 +size 882685024 diff --git a/EMO_MINION-3.2-1B.i1-Q2_K.gguf b/EMO_MINION-3.2-1B.i1-Q2_K.gguf new file mode 100644 index 0000000..5e72d75 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1200f1d43a356bba86200a99be85b97583dfa09368b9ae9ac0decb637b5d46fd +size 667063392 diff --git a/EMO_MINION-3.2-1B.i1-Q2_K_S.gguf b/EMO_MINION-3.2-1B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..4d99896 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d61327d981ba0e1109b2adb79c53a6abccaf1481dbb4775fab02dcc879f5ba +size 640848992 diff --git a/EMO_MINION-3.2-1B.i1-Q3_K_L.gguf b/EMO_MINION-3.2-1B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..b911299 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0c26720f821fae2967b257f96084d701ded3b72c04e963208181b50ec629cf4 +size 845390944 diff --git a/EMO_MINION-3.2-1B.i1-Q3_K_M.gguf b/EMO_MINION-3.2-1B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..9b18053 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22f903414d26ed27af9701770314af89ed07d922aa823cf0d06b621ca9bd04b1 +size 803710048 diff --git a/EMO_MINION-3.2-1B.i1-Q3_K_S.gguf b/EMO_MINION-3.2-1B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..c414133 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65fdfef5c083e2a028c4d9ab213f7ab9719f8e1a323f8926671255884832cc8d +size 754558048 diff --git a/EMO_MINION-3.2-1B.i1-Q4_0.gguf b/EMO_MINION-3.2-1B.i1-Q4_0.gguf new file mode 100644 index 0000000..01030de --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f36d3330ccd97fac985473bfd6ef3262e2695a6515d03d3f6ae0e95e75eb7d3 +size 920777824 diff --git a/EMO_MINION-3.2-1B.i1-Q4_1.gguf b/EMO_MINION-3.2-1B.i1-Q4_1.gguf new file mode 100644 index 0000000..1846eee --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e4ee72dd1895e237d7200041b0d81714889740361e95115f0bbec5bb6c76b80 +size 995914848 diff --git a/EMO_MINION-3.2-1B.i1-Q4_K_M.gguf b/EMO_MINION-3.2-1B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..6ac4e23 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcabd94df9c1236ab2e1df180e2c5ff2965db7528e2851ad35fd7eb0e8229253 +size 955446368 diff --git a/EMO_MINION-3.2-1B.i1-Q4_K_S.gguf b/EMO_MINION-3.2-1B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..a59e6ba --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bce46122afc43c814b9b041a40f936bb7b8683c2aa2330ffda7105879fabf32 +size 923399264 diff --git a/EMO_MINION-3.2-1B.i1-Q5_K_M.gguf b/EMO_MINION-3.2-1B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..af3c38f --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:009ffd4d6c946fe21f4e2693c8087941ecea0c1c9246f2751d6c534148e9f962 +size 1092088928 diff --git a/EMO_MINION-3.2-1B.i1-Q5_K_S.gguf b/EMO_MINION-3.2-1B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..9393c62 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:382015d87bf839684d255af294cd42397680647d8e77d6325232f1498f19b279 +size 1073149024 diff --git a/EMO_MINION-3.2-1B.i1-Q6_K.gguf b/EMO_MINION-3.2-1B.i1-Q6_K.gguf new file mode 100644 index 0000000..d4d7ff0 --- /dev/null +++ b/EMO_MINION-3.2-1B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e94149e0be3676aa1a7667bf0962f432547584eb7fae361efbda487c08e51329 +size 1237271648 diff --git a/EMO_MINION-3.2-1B.imatrix.gguf b/EMO_MINION-3.2-1B.imatrix.gguf new file mode 100644 index 0000000..a0a4e78 --- /dev/null +++ b/EMO_MINION-3.2-1B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:411f197ae9a81ec153c913262a847188e6a213b94121f1b40ab9be8ec098d55d +size 1328000 diff --git a/README.md b/README.md new file mode 100644 index 0000000..cd9ab79 --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: Novaciano/EMO_MINION-3.2-1B +language: +- en +- es +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +- not-for-all-audiences +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Novaciano/EMO_MINION-3.2-1B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#EMO_MINION-3.2-1B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-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/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.6 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/EMO_MINION-3.2-1B-i1-GGUF/resolve/main/EMO_MINION-3.2-1B.i1-Q6_K.gguf) | i1-Q6_K | 1.3 | 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. + +