commit c2cb5c733fda56332f05ef58896f635477cd3c8e Author: ModelHub XC Date: Sat Jun 20 23:08:18 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4108a8f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.f16.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_M.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_M.gguf new file mode 100644 index 0000000..b781599 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:397cbeccc1d320f36b3185203d2430bca242edee69f152069298bad682f2224a +size 3284891808 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_S.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_S.gguf new file mode 100644 index 0000000..f8dad2c --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d256cf6a9038cded5a0a43337c71cbd9b3991acb5ac4a1cf4c46cf954534095 +size 3182393504 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_XS.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_XS.gguf new file mode 100644 index 0000000..b7bd6ce --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82e062a8bdbec77b134d1d31fc89c9236c653e8f076d8ac78046980d1bb10526 +size 3018815648 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ4_XS.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ4_XS.gguf new file mode 100644 index 0000000..cbdc65f --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bec8dda9fb642730273af1f2dcd7617ab6fc48d101f8f90d9c33fbdd83c9e53e +size 3944388768 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q2_K.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q2_K.gguf new file mode 100644 index 0000000..1696115 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f32ff1b0a65a8f69aca88d324ff2c32413d54656c4479e8c0aad9c239e45459 +size 2719242400 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_L.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_L.gguf new file mode 100644 index 0000000..cfa00c4 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6f5394173d1ee2fb51e1b84df8e0668e6e220a2539f6149fd72f345fc8a9b0a +size 3822024864 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_M.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_M.gguf new file mode 100644 index 0000000..fae0df1 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f11dd91b440708dc1710c1e13cb22b77744b9554d1f12e144187c2f4b9ebc91a +size 3518986400 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_S.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_S.gguf new file mode 100644 index 0000000..c71540c --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa2b664ffc522bc8b97065c42ed7b1089ffe18df53d389f7759f64686dca1f80 +size 3164567712 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_M.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_M.gguf new file mode 100644 index 0000000..c4dd1e6 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32201a7d16e7963162c66b06191956b2ad450c1f250a2694335e50c33562d0a2 +size 4368439456 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_S.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_S.gguf new file mode 100644 index 0000000..0416ceb --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85a287d7af544b30943fab96825e79096785b0df637b0a65b94b9372f893ac19 +size 4140374176 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_M.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_M.gguf new file mode 100644 index 0000000..eda5dde --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf185682b33dec2f82b2eac155b71d28c93a7e077a3ad61794e0728bb11ec5fd +size 5131409568 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_S.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_S.gguf new file mode 100644 index 0000000..820505d --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5729b38923065b7766d88b36d13029b1ddff28004666dc477c5caf17c48f7eb +size 4997716128 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q6_K.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q6_K.gguf new file mode 100644 index 0000000..883ba3c --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8b46eed617df51abd43672a68dbc7298f955ee0383178ca94ae8daeba916f3a +size 5942065312 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q8_0.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q8_0.gguf new file mode 100644 index 0000000..cb763c6 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04a9636fa9adff73c9ce26db69fff51543150bdbd46a0796af13f5c6aa143954 +size 7695857824 diff --git a/KangalKhan-Alpha-Sapphiroid-7B-Fixed.f16.gguf b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.f16.gguf new file mode 100644 index 0000000..c8e6110 --- /dev/null +++ b/KangalKhan-Alpha-Sapphiroid-7B-Fixed.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d2fcaf07c407c701a07c5d7086427394f7385bed9455b3b9c2245dbaea34a4d +size 14484732064 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d1090d4 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: Yuma42/KangalKhan-Alpha-Sapphiroid-7B-Fixed +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +- kaist-ai/mistral-orpo-capybara-7k +- argilla/CapybaraHermes-2.5-Mistral-7B +--- +## About + + + + + +static quants of https://huggingface.co/Yuma42/KangalKhan-Alpha-Sapphiroid-7B-Fixed + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_XS.gguf) | IQ3_XS | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_S.gguf) | IQ3_S | 3.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ3_M.gguf) | IQ3_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-Alpha-Sapphiroid-7B-Fixed-GGUF/resolve/main/KangalKhan-Alpha-Sapphiroid-7B-Fixed.f16.gguf) | f16 | 14.6 | 16 bpw, overkill | + +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. + +