From f78a4a975bd122cb29a9eb49c0beaa7504ce25a2 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 22 Jul 2026 02:54:09 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/gemmarpp-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++++++ README.md | 67 ++++++++++++++++++++++++++++++++++++++++++++ gemmarpp.IQ4_XS.gguf | 3 ++ gemmarpp.Q2_K.gguf | 3 ++ gemmarpp.Q3_K_L.gguf | 3 ++ gemmarpp.Q3_K_M.gguf | 3 ++ gemmarpp.Q3_K_S.gguf | 3 ++ gemmarpp.Q4_K_M.gguf | 3 ++ gemmarpp.Q4_K_S.gguf | 3 ++ gemmarpp.Q5_K_M.gguf | 3 ++ gemmarpp.Q5_K_S.gguf | 3 ++ gemmarpp.Q6_K.gguf | 3 ++ gemmarpp.Q8_0.gguf | 3 ++ gemmarpp.f16.gguf | 3 ++ 14 files changed, 150 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 gemmarpp.IQ4_XS.gguf create mode 100644 gemmarpp.Q2_K.gguf create mode 100644 gemmarpp.Q3_K_L.gguf create mode 100644 gemmarpp.Q3_K_M.gguf create mode 100644 gemmarpp.Q3_K_S.gguf create mode 100644 gemmarpp.Q4_K_M.gguf create mode 100644 gemmarpp.Q4_K_S.gguf create mode 100644 gemmarpp.Q5_K_M.gguf create mode 100644 gemmarpp.Q5_K_S.gguf create mode 100644 gemmarpp.Q6_K.gguf create mode 100644 gemmarpp.Q8_0.gguf create mode 100644 gemmarpp.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53ff4e1 --- /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 +gemmarpp.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemmarpp.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b0eccfc --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: nnevts/gemmarpp +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- unsloth +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/nnevts/gemmarpp + + +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/gemmarpp-GGUF/resolve/main/gemmarpp.Q2_K.gguf) | Q2_K | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q3_K_S.gguf) | Q3_K_S | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q3_K_M.gguf) | Q3_K_M | 4.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q3_K_L.gguf) | Q3_K_L | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.IQ4_XS.gguf) | IQ4_XS | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q4_K_S.gguf) | Q4_K_S | 5.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q4_K_M.gguf) | Q4_K_M | 5.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q5_K_S.gguf) | Q5_K_S | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q5_K_M.gguf) | Q5_K_M | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q6_K.gguf) | Q6_K | 7.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.Q8_0.gguf) | Q8_0 | 9.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/gemmarpp-GGUF/resolve/main/gemmarpp.f16.gguf) | f16 | 18.6 | 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. + + diff --git a/gemmarpp.IQ4_XS.gguf b/gemmarpp.IQ4_XS.gguf new file mode 100644 index 0000000..7fdf896 --- /dev/null +++ b/gemmarpp.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1363c2f7b41b2bdbc03bf389a9154f39afe7060699d6b0c65add896abe392c16 +size 5223170816 diff --git a/gemmarpp.Q2_K.gguf b/gemmarpp.Q2_K.gguf new file mode 100644 index 0000000..0c01b78 --- /dev/null +++ b/gemmarpp.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16948ba412215ccc45917b0558554fa85e7d2497c16c335639712c676dd765e7 +size 3805397760 diff --git a/gemmarpp.Q3_K_L.gguf b/gemmarpp.Q3_K_L.gguf new file mode 100644 index 0000000..1255fec --- /dev/null +++ b/gemmarpp.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f79ed4f3963a3cbf2aef53d28d684973819d37c1dcabfb91a3fbd7807a75a150 +size 5132452608 diff --git a/gemmarpp.Q3_K_M.gguf b/gemmarpp.Q3_K_M.gguf new file mode 100644 index 0000000..5119290 --- /dev/null +++ b/gemmarpp.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cb3be85c6676c980a27a863309fbff45bfeadef8cfacbb2321a23cb309ab7af +size 4761780992 diff --git a/gemmarpp.Q3_K_S.gguf b/gemmarpp.Q3_K_S.gguf new file mode 100644 index 0000000..6f15095 --- /dev/null +++ b/gemmarpp.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c413ac4526ffe08756e8ef0b4ccf10253b0d1471736b8a3952215bc741e03764 +size 4337664768 diff --git a/gemmarpp.Q4_K_M.gguf b/gemmarpp.Q4_K_M.gguf new file mode 100644 index 0000000..a368a14 --- /dev/null +++ b/gemmarpp.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c22820cbafaca054da67033017d95bff8dd72de71ccdd2d88aa882eda73d357 +size 5761057536 diff --git a/gemmarpp.Q4_K_S.gguf b/gemmarpp.Q4_K_S.gguf new file mode 100644 index 0000000..9d65dd7 --- /dev/null +++ b/gemmarpp.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82a648141592517663a8b27ba752a38bd214467200137a408b26b69ae4672ee3 +size 5478925056 diff --git a/gemmarpp.Q5_K_M.gguf b/gemmarpp.Q5_K_M.gguf new file mode 100644 index 0000000..42352d9 --- /dev/null +++ b/gemmarpp.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc86e656b22013866ade335fa0d9ed3b549eed61dffb090dfcd0a79b5504b469 +size 6647366400 diff --git a/gemmarpp.Q5_K_S.gguf b/gemmarpp.Q5_K_S.gguf new file mode 100644 index 0000000..e87e0c7 --- /dev/null +++ b/gemmarpp.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdc5e02931f46809c65189dc4a8ae5c72adc7cb4d0290ae50fb7d82d715cf077 +size 6483591936 diff --git a/gemmarpp.Q6_K.gguf b/gemmarpp.Q6_K.gguf new file mode 100644 index 0000000..8dbd1d1 --- /dev/null +++ b/gemmarpp.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18c798bc264113d47b70ebcbd06a6a87a74c6ed586b5e0bdbdb75fd18d3d568a +size 7589069568 diff --git a/gemmarpp.Q8_0.gguf b/gemmarpp.Q8_0.gguf new file mode 100644 index 0000000..971ea62 --- /dev/null +++ b/gemmarpp.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eed3c86ec26ba6d2fbba7673b9766af5f9cf6bf0e57279328f343c1cbb9b5ac +size 9827148544 diff --git a/gemmarpp.f16.gguf b/gemmarpp.f16.gguf new file mode 100644 index 0000000..b6867d6 --- /dev/null +++ b/gemmarpp.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0202b9b5c97636f29ff2754de8b03dc9a83ad770f044d7e20d0328bb8883369 +size 18490680064