commit 5487a90e94d531ceea1133851488b4712a3ba8fd Author: ModelHub XC Date: Sat May 30 12:31:18 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ae96d30 --- /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 +Celestial-Queen-12B-Heretic-V2.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Celestial-Queen-12B-Heretic-V2.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ1_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ1_M.gguf new file mode 100644 index 0000000..dae6524 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0acc889eda548eebdcaefa6c8c90a9135e530fe79a87ff9642654e073bc073cb +size 3221640320 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ1_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ1_S.gguf new file mode 100644 index 0000000..2faf5d9 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e26eb2aa39067f269d419e6da137288b733826ccef53ea2cc65270d71fb325df +size 2999227520 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ2_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_M.gguf new file mode 100644 index 0000000..f076078 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c9a88e628d0695bc983e1a4c4562764ff13cc45f5833caa575b0351aef932c4 +size 4435040928 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ2_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_S.gguf new file mode 100644 index 0000000..c7289ff --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:973bdb86c7efff1812b0031eca1f2ee58e576faa5599acff9a0e43d884c42ad5 +size 4138490528 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XS.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XS.gguf new file mode 100644 index 0000000..8a4ae68 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5cf1c742f738d27533f12fe6fb006410f9a4c2ffc19168470d70f9cdb1f5f40 +size 3915093120 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XXS.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..8bad985 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49879ff53bb279d1fa17206d31d21f5d0a4bc83943fecec8fc4c14039434569c +size 3592328320 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ3_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_M.gguf new file mode 100644 index 0000000..4604570 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f86fb0ee84645c698a62ae8daf68a1c980c58ddd6301e766d9b89a02bc432507 +size 5722251936 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ3_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_S.gguf new file mode 100644 index 0000000..f256c87 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82ef44199e2ece87189482301886c416f85b6f34e5be063a014bfee7a5f4429a +size 5562098336 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XS.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XS.gguf new file mode 100644 index 0000000..b007b2a --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7d1ae5aeda59fb2b4049f9e3d054723d76542fb775dce230258d997b115e55d +size 5306507936 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XXS.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..fb3a734 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa7ebcd0931e9d37779e384ce4fd42b83966254d9b2c3dc2bd07f9c633b78b64 +size 4945402528 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ4_NL.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ4_NL.gguf new file mode 100644 index 0000000..0c0268f --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78c42aec645b35a3f2eca3131dfef18dac2101ce246a8d8c37fbbc9002b45f22 +size 7097936512 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-IQ4_XS.gguf b/Celestial-Queen-12B-Heretic-V2.i1-IQ4_XS.gguf new file mode 100644 index 0000000..0b2ebbe --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c780e9a67b865ed694d0ddd38a221411ebdfe3b3881a279bec5dedc64dcb46d5 +size 6742730912 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q2_K.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q2_K.gguf new file mode 100644 index 0000000..643cd1c --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33b15b9e495b0941c7e74d72280e2558fba71e43c33b09394e0fb689c31e2feb +size 4791065728 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q2_K_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q2_K_S.gguf new file mode 100644 index 0000000..844ea9a --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06dca2aec627cdcf80f5f87edbf8d0d076ba59c6fe183c00c5c1424c7e74a567 +size 4493696128 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_L.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_L.gguf new file mode 100644 index 0000000..cc8cab8 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f01d378afc2f6e117a6712e5a3c14a844ed579323bb2812776950035b6e12cc +size 6561522336 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_M.gguf new file mode 100644 index 0000000..2ac6818 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15e04986acbc64b6c95088d6b8fc0ab914c5a5a7cfb5f7bbece6933f7cefe763 +size 6083109536 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f99e7ff --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9060f68531f013dc871272171bfaad877d9897da0aed8869951c79dc1e830f3 +size 5534245536 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q4_0.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q4_0.gguf new file mode 100644 index 0000000..6f7505a --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e83325be6512fc0201d33b651396de836d06c73f2bd333642dbdd4f18be7a80 +size 7094659712 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q4_1.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q4_1.gguf new file mode 100644 index 0000000..36e8414 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:811dbe17a80d767b9c435b2f3530df2c88b6585ff161b1e938b48ecc149d8f20 +size 7795240512 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_M.gguf new file mode 100644 index 0000000..4d42826 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f87a53f0822cd02afc442157cdb68337abf79425ba2b11b236d646d0544155cc +size 7477226112 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_S.gguf new file mode 100644 index 0000000..aa9359d --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faa9ec8d4509b368e93d1de01153704f3d1e4b5c2895925801a41cad50853ec3 +size 7120218752 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_M.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_M.gguf new file mode 100644 index 0000000..24d3ed8 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f4fe72ec6ff2cf5a3b0f5473e327f9b08764b78c28c35f0970cf5780beae275 +size 8727654912 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_S.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_S.gguf new file mode 100644 index 0000000..7d210cf --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2d687940788b5413337535833a49a303d1888c2400c186cc126d5b9507147cd +size 8518758912 diff --git a/Celestial-Queen-12B-Heretic-V2.i1-Q6_K.gguf b/Celestial-Queen-12B-Heretic-V2.i1-Q6_K.gguf new file mode 100644 index 0000000..d301c3c --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:285ad7c4eb399aacff57bd4f98aa107759e130b7dd48efd82c60f4d910f4a126 +size 10056235520 diff --git a/Celestial-Queen-12B-Heretic-V2.imatrix.gguf b/Celestial-Queen-12B-Heretic-V2.imatrix.gguf new file mode 100644 index 0000000..29a3133 --- /dev/null +++ b/Celestial-Queen-12B-Heretic-V2.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01f1d8655e4c42c31dab39e964322d781546d154be47097056f0971f90de9319 +size 7088192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..f498ef3 --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: Sorihon/Celestial-Queen-12B-Heretic-V2 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Sorihon/Celestial-Queen-12B-Heretic-V2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Celestial-Queen-12B-Heretic-V2-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-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/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/Celestial-Queen-12B-Heretic-V2-i1-GGUF/resolve/main/Celestial-Queen-12B-Heretic-V2.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. + +