commit 867408f5edc78f9c722133db4215f9b8c79eb558 Author: ModelHub XC Date: Mon Apr 20 07:03:46 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..528c33c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c1ed2fa --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: grimjim/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B +language: +- en +library_name: transformers +license: gemma +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/grimjim/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-i1-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/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.7 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-f16.gguf) | mmproj-f16 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q2_K.gguf) | Q2_K | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_S.gguf) | Q3_K_S | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_M.gguf) | Q3_K_M | 6.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_L.gguf) | Q3_K_L | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.IQ4_XS.gguf) | IQ4_XS | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_S.gguf) | Q4_K_S | 7.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_M.gguf) | Q4_K_M | 7.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_S.gguf) | Q5_K_S | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_M.gguf) | Q5_K_M | 8.5 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q6_K.gguf) | Q6_K | 9.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B-GGUF/resolve/main/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q8_0.gguf) | Q8_0 | 12.6 | fast, best quality | + +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. + + diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.IQ4_XS.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.IQ4_XS.gguf new file mode 100644 index 0000000..6d42560 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08ed070a5bbb80bff1726c563bce41688b23cbbbec26651c0ec9c86e1cee72d8 +size 6606261376 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q2_K.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q2_K.gguf new file mode 100644 index 0000000..57e07e9 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4a9445087e4a215cfbc7527ff6bed8215b3c238234e6c7152bea46530fed155 +size 4768222336 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_L.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_L.gguf new file mode 100644 index 0000000..300af09 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:630ead2b1ca5f94f95b17bd5e6465bfcf40c2b366ff5fb0274273ca065efcef2 +size 6480186496 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_M.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_M.gguf new file mode 100644 index 0000000..9a794ad --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36513d09dba6912dd9108a1b202adab4921583f83a9d05fe1879c76766f62516 +size 6008818816 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_S.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_S.gguf new file mode 100644 index 0000000..e042035 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6651cd0af375b641d380a92339d42da546fa40e0c826b196705293f9d40bee8 +size 5458316416 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_M.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_M.gguf new file mode 100644 index 0000000..9797901 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ac478d17e61fd0e3594683e02e8ef02cbcf8528331a4bdff4b0a2b3a4039c6d +size 7300779136 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_S.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_S.gguf new file mode 100644 index 0000000..3047c86 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc1cb6d5c1a6ee351872ef9921b497da34d9a9d574abf0df6874e545dd79fe4f +size 6935334016 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_M.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_M.gguf new file mode 100644 index 0000000..c3c38ce --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:922af8d70cab05b06fa75ff50a9a02ef7a0b386f583cdadb08ea95d13ac32ef8 +size 8445037696 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_S.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_S.gguf new file mode 100644 index 0000000..94983c5 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70550648ca5c15f2959209f5bed76c472e36a4d33dd53910b636fbc037a509e0 +size 8231963776 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q6_K.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q6_K.gguf new file mode 100644 index 0000000..e757861 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:632be93ddcfd0e24f74f966259ce862ea10e4e581f84a3b80cb878f93bcc652e +size 9660812416 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q8_0.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q8_0.gguf new file mode 100644 index 0000000..b169f59 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc151402accbe17d49c0843412cbf1d5bf2cb0b178da795080d07bb71e811cf0 +size 12510213376 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-Q8_0.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..89ea783 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5011ad8371d6c17b8975f1c1c5e52a94395b214e40f4b3a8d83bf7d725d7b7a7 +size 594327072 diff --git a/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-f16.gguf b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-f16.gguf new file mode 100644 index 0000000..7a3fd12 --- /dev/null +++ b/gemma-3-12b-it-orthogonal-rotation-bounded-ablation-v1-12B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e7000163c74984fe6e124b75cee42288d9a7fffafde37a4ebbcf13a5fffdbc3 +size 854200992