commit e5e6d98734c80485d53100fd4d8b7708a3285a03 Author: ModelHub XC Date: Tue Apr 21 22:01:33 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..35281cb --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +BlackSheep-Llama3.2-3B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BlackSheep-Llama3.2-3B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/BlackSheep-Llama3.2-3B.i1-IQ1_M.gguf b/BlackSheep-Llama3.2-3B.i1-IQ1_M.gguf new file mode 100644 index 0000000..3fd567c --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8927c8254ab21847829b45996a58ae319e73163b3216162d7bec11a9a3fb0afc +size 924191424 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ1_S.gguf b/BlackSheep-Llama3.2-3B.i1-IQ1_S.gguf new file mode 100644 index 0000000..8b55ded --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faaae572024880cf38555da90fccebf7b7e3cc820ab9fcb4dfe3cebfed0f81a3 +size 868158144 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ2_M.gguf b/BlackSheep-Llama3.2-3B.i1-IQ2_M.gguf new file mode 100644 index 0000000..40ea643 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c491d42ae14abcdaee55684c36b3836cb01b5bd8e9dacd7a079381fce799358 +size 1229032128 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ2_S.gguf b/BlackSheep-Llama3.2-3B.i1-IQ2_S.gguf new file mode 100644 index 0000000..8f2b234 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:022633d68231b7a254e719343c7823e33dd1fad7c36a519b30f9221c9bbdcc2c +size 1154321088 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ2_XS.gguf b/BlackSheep-Llama3.2-3B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..956b759 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48f93b6a6a520d28ac3a6e715a3bf0b4f84599e62708dc6a46bd27fd2a32a7e4 +size 1100548800 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ2_XXS.gguf b/BlackSheep-Llama3.2-3B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..b0cf090 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:068e345632829b2b404c731583a5825ad9127a24ed2aae6d53dd7b29d591999e +size 1017580224 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ3_M.gguf b/BlackSheep-Llama3.2-3B.i1-IQ3_M.gguf new file mode 100644 index 0000000..3e32661 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67c1f80442a50ac092fcd05112593e8b3904db4c24411a42ceeefea1108af922 +size 1599668928 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ3_S.gguf b/BlackSheep-Llama3.2-3B.i1-IQ3_S.gguf new file mode 100644 index 0000000..4a7a08a --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4f51c76d392ea35b99224d7572656a940788f95fbae184f96e535786e33efbc +size 1542849216 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ3_XS.gguf b/BlackSheep-Llama3.2-3B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..59040b3 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b0e6e9555142b1abb6806a80e495de93ad131078a8031f4b39791e1066b74ce +size 1476788928 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ3_XXS.gguf b/BlackSheep-Llama3.2-3B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..6dc206d --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96d2b0c234d0c39f7a2fd58cf2dbbf11ef0556abd477eb22501b2aad61650cdc +size 1348766400 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ4_NL.gguf b/BlackSheep-Llama3.2-3B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..129a3ec --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbec97369e500da930d389aa43131c049a3dd84bd45972c32992faa352744e51 +size 1917190848 diff --git a/BlackSheep-Llama3.2-3B.i1-IQ4_XS.gguf b/BlackSheep-Llama3.2-3B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..4505c28 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95c9c699b3f8f81410ee415515e7355a48e2d94b1088dd59993aeda22d448ffb +size 1829110464 diff --git a/BlackSheep-Llama3.2-3B.i1-Q2_K.gguf b/BlackSheep-Llama3.2-3B.i1-Q2_K.gguf new file mode 100644 index 0000000..5848b62 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24259d17b7151988701a06bf7e7dbfaac2ddb6f3d4bfc5647c9b2b177f09dd31 +size 1363935936 diff --git a/BlackSheep-Llama3.2-3B.i1-Q2_K_S.gguf b/BlackSheep-Llama3.2-3B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..04d2d3a --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19b1cbd5751b5d0e2a7d69a55d7d7e74a152851383a8c5410576f8e79a3adcb0 +size 1274282688 diff --git a/BlackSheep-Llama3.2-3B.i1-Q3_K_L.gguf b/BlackSheep-Llama3.2-3B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..45ae717 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db5c66f988dd65c410ac970a9165978fe0cf5dce687a01f7a281b2b18ef48ee7 +size 1815347904 diff --git a/BlackSheep-Llama3.2-3B.i1-Q3_K_M.gguf b/BlackSheep-Llama3.2-3B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..89726db --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:988cd34d4dae1d5c6c121229104ce004b8bc6f007c01e3ba5aed7fee2d13a9bf +size 1687159488 diff --git a/BlackSheep-Llama3.2-3B.i1-Q3_K_S.gguf b/BlackSheep-Llama3.2-3B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..c2e4941 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33257e07188c666a2e682e4e1ae3eb9e57f0f11f4f9d1cc2faa895f82c4a4f7d +size 1542849216 diff --git a/BlackSheep-Llama3.2-3B.i1-Q4_0.gguf b/BlackSheep-Llama3.2-3B.i1-Q4_0.gguf new file mode 100644 index 0000000..c85c270 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b859fd814dc4f816311ff21cd434ab829611df300f7d934ed8c3697e9f83f43 +size 1921909440 diff --git a/BlackSheep-Llama3.2-3B.i1-Q4_1.gguf b/BlackSheep-Llama3.2-3B.i1-Q4_1.gguf new file mode 100644 index 0000000..d2becfa --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:923f89d9406a42c8c4ebf799932a277bae609abfdabbe6c214eb509cfb9f87d6 +size 2093351616 diff --git a/BlackSheep-Llama3.2-3B.i1-Q4_K_M.gguf b/BlackSheep-Llama3.2-3B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..b22ac01 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23340aa97f58f05d8b88e698cf719737dbd68e3ba4e441e2fbbd5834a9d2b8dc +size 2019377856 diff --git a/BlackSheep-Llama3.2-3B.i1-Q4_K_S.gguf b/BlackSheep-Llama3.2-3B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..76826aa --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:937f48540b11e373417026925f1d003907fa8a6131cf9472e24bd0a6a9bd0e15 +size 1928200896 diff --git a/BlackSheep-Llama3.2-3B.i1-Q5_K_M.gguf b/BlackSheep-Llama3.2-3B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..726eebb --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e647a69d9e7daf5bab0b0e55117ba2f717a4d2b3ae6523a19de879d0d451fb6 +size 2322154176 diff --git a/BlackSheep-Llama3.2-3B.i1-Q5_K_S.gguf b/BlackSheep-Llama3.2-3B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..926f57b --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:849c5d51d7a44c39d3eec1a9b7ab223831dcb11b409d716d17e195cc8a011263 +size 2269512384 diff --git a/BlackSheep-Llama3.2-3B.i1-Q6_K.gguf b/BlackSheep-Llama3.2-3B.i1-Q6_K.gguf new file mode 100644 index 0000000..fc0fa85 --- /dev/null +++ b/BlackSheep-Llama3.2-3B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2c83ff0dafe0c9f91e38128e3aa36ec9088fd05ec94764ca7339119a6733d2d +size 2643854016 diff --git a/README.md b/README.md new file mode 100644 index 0000000..32e6e3b --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: TroyDoesAI/BlackSheep-Llama3.2-3B +language: +- en +library_name: transformers +license: cc-by-nc-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/TroyDoesAI/BlackSheep-Llama3.2-3B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#BlackSheep-Llama3.2-3B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-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/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q2_K.gguf) | i1-Q2_K | 1.5 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ3_M.gguf) | i1-IQ3_M | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q4_0.gguf) | i1-Q4_0 | 2.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q4_1.gguf) | i1-Q4_1 | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/BlackSheep-Llama3.2-3B-i1-GGUF/resolve/main/BlackSheep-Llama3.2-3B.i1-Q6_K.gguf) | i1-Q6_K | 2.7 | 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. + +