commit d634887acdf37693874b32891fbab29a66ab5aca Author: ModelHub XC Date: Mon Jun 15 22:03:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/KangalKhan-PolishedRuby-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c8ee6ec --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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-PolishedRuby-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-PolishedRuby-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/KangalKhan-PolishedRuby-7B.IQ4_XS.gguf b/KangalKhan-PolishedRuby-7B.IQ4_XS.gguf new file mode 100644 index 0000000..d50f855 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6906c8a7d7ace85e62d18298386d54dd14ca044e1363952b4b203d3a98266ec0 +size 3944401216 diff --git a/KangalKhan-PolishedRuby-7B.Q2_K.gguf b/KangalKhan-PolishedRuby-7B.Q2_K.gguf new file mode 100644 index 0000000..3022712 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b210f12089a7a5d289bd87e382daadacaba5598d033e4058f5be51ed8ae0282 +size 2719253184 diff --git a/KangalKhan-PolishedRuby-7B.Q3_K_L.gguf b/KangalKhan-PolishedRuby-7B.Q3_K_L.gguf new file mode 100644 index 0000000..0173e67 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f798c12cfbd90c57dbc8c6b15abfd1b832f46d508c3c109a83c7d3751e98cbc7 +size 3822036480 diff --git a/KangalKhan-PolishedRuby-7B.Q3_K_M.gguf b/KangalKhan-PolishedRuby-7B.Q3_K_M.gguf new file mode 100644 index 0000000..a5f5c2d --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c7b6b9083ac86022ccfd8c4c4ede13c493b13699c3c22ff20a755d4eeaa52bf +size 3518998016 diff --git a/KangalKhan-PolishedRuby-7B.Q3_K_S.gguf b/KangalKhan-PolishedRuby-7B.Q3_K_S.gguf new file mode 100644 index 0000000..4fe528a --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d11e732679e96d92ee34a25c6db8af4a18d086038c409ff331ae21fc8de0756 +size 3164579328 diff --git a/KangalKhan-PolishedRuby-7B.Q4_K_M.gguf b/KangalKhan-PolishedRuby-7B.Q4_K_M.gguf new file mode 100644 index 0000000..c83e2ef --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bb6ecaacdf0c18dc4ea32f7d2451ab66f0036424bcafefaffe13a54e1e43683 +size 4368452160 diff --git a/KangalKhan-PolishedRuby-7B.Q4_K_S.gguf b/KangalKhan-PolishedRuby-7B.Q4_K_S.gguf new file mode 100644 index 0000000..a2491eb --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:788beb3f9ecc5321b0529860bb18dc666a4f7f086fd3eb443d210a9caf0eca55 +size 4140386880 diff --git a/KangalKhan-PolishedRuby-7B.Q5_K_M.gguf b/KangalKhan-PolishedRuby-7B.Q5_K_M.gguf new file mode 100644 index 0000000..9cf85b7 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6deb67031d5a15b6d0c136424222999c2645a38812dbb5e7a1fc67750945f595 +size 5131423296 diff --git a/KangalKhan-PolishedRuby-7B.Q5_K_S.gguf b/KangalKhan-PolishedRuby-7B.Q5_K_S.gguf new file mode 100644 index 0000000..d2ed3f1 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67998867bf917d3f396076a7ae79489642aa393ab9c8ca643710ac3338cf50c5 +size 4997729856 diff --git a/KangalKhan-PolishedRuby-7B.Q6_K.gguf b/KangalKhan-PolishedRuby-7B.Q6_K.gguf new file mode 100644 index 0000000..a5614b6 --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dab33d518633f939529d22db9025c4c42e7b0cd2e37b59cff638233ffd71abc3 +size 5942080128 diff --git a/KangalKhan-PolishedRuby-7B.Q8_0.gguf b/KangalKhan-PolishedRuby-7B.Q8_0.gguf new file mode 100644 index 0000000..7871b9f --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a12a5942428d8959494e9fac3a1cc40d3d579bff536aba179d642a944867f8c9 +size 7695876608 diff --git a/KangalKhan-PolishedRuby-7B.f16.gguf b/KangalKhan-PolishedRuby-7B.f16.gguf new file mode 100644 index 0000000..f9ec8ee --- /dev/null +++ b/KangalKhan-PolishedRuby-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b19ba96af5ba48e3a6096916afb7388e901a2b25ad41c264a03987ba21943a46 +size 14484766208 diff --git a/README.md b/README.md new file mode 100644 index 0000000..f458e72 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: Yuma42/KangalKhan-PolishedRuby-7B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +- Yuma42/KangalKhan-Ruby-7B-Fixed +- Yuma42/KangalKhan-PressurizedRuby-7B +--- +## About + + + + + + +static quants of https://huggingface.co/Yuma42/KangalKhan-PolishedRuby-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#KangalKhan-PolishedRuby-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-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/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-PolishedRuby-7B-GGUF/resolve/main/KangalKhan-PolishedRuby-7B.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. + +