From f4fb30c794588007206ae31de46fb3988311e065 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 14 Jun 2026 06:14:17 +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/GaMS-9B-Instruct-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++ GaMS-9B-Instruct.IQ4_XS.gguf | 3 ++ GaMS-9B-Instruct.Q2_K.gguf | 3 ++ GaMS-9B-Instruct.Q3_K_L.gguf | 3 ++ GaMS-9B-Instruct.Q3_K_M.gguf | 3 ++ GaMS-9B-Instruct.Q3_K_S.gguf | 3 ++ GaMS-9B-Instruct.Q4_K_M.gguf | 3 ++ GaMS-9B-Instruct.Q4_K_S.gguf | 3 ++ GaMS-9B-Instruct.Q5_K_M.gguf | 3 ++ GaMS-9B-Instruct.Q5_K_S.gguf | 3 ++ GaMS-9B-Instruct.Q6_K.gguf | 3 ++ GaMS-9B-Instruct.Q8_0.gguf | 3 ++ GaMS-9B-Instruct.f16.gguf | 3 ++ README.md | 68 ++++++++++++++++++++++++++++++++++++ 14 files changed, 151 insertions(+) create mode 100644 .gitattributes create mode 100644 GaMS-9B-Instruct.IQ4_XS.gguf create mode 100644 GaMS-9B-Instruct.Q2_K.gguf create mode 100644 GaMS-9B-Instruct.Q3_K_L.gguf create mode 100644 GaMS-9B-Instruct.Q3_K_M.gguf create mode 100644 GaMS-9B-Instruct.Q3_K_S.gguf create mode 100644 GaMS-9B-Instruct.Q4_K_M.gguf create mode 100644 GaMS-9B-Instruct.Q4_K_S.gguf create mode 100644 GaMS-9B-Instruct.Q5_K_M.gguf create mode 100644 GaMS-9B-Instruct.Q5_K_S.gguf create mode 100644 GaMS-9B-Instruct.Q6_K.gguf create mode 100644 GaMS-9B-Instruct.Q8_0.gguf create mode 100644 GaMS-9B-Instruct.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e5e838d --- /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 +GaMS-9B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GaMS-9B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/GaMS-9B-Instruct.IQ4_XS.gguf b/GaMS-9B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..519bd94 --- /dev/null +++ b/GaMS-9B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:597e1bdf656b42c6901203099e9fdfe0e30bee50a454c369e5f7af349000833d +size 5223171808 diff --git a/GaMS-9B-Instruct.Q2_K.gguf b/GaMS-9B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..bf79c3e --- /dev/null +++ b/GaMS-9B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eda37a28372b03874f89cc0f2cf8c793e82658b6008827a54fcaa966744a3430 +size 3805398752 diff --git a/GaMS-9B-Instruct.Q3_K_L.gguf b/GaMS-9B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..6b35ea8 --- /dev/null +++ b/GaMS-9B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5cd07a3282e2a9a434db333550f879d155c8c458669f0d2fe33cc617194b64e +size 5132453600 diff --git a/GaMS-9B-Instruct.Q3_K_M.gguf b/GaMS-9B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..6d8dd2e --- /dev/null +++ b/GaMS-9B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:490672b3039a94180846e16996d5b390dba8d2bfe6cbfc4e2835a3a19f3b5138 +size 4761781984 diff --git a/GaMS-9B-Instruct.Q3_K_S.gguf b/GaMS-9B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..d92a69b --- /dev/null +++ b/GaMS-9B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6082c0e67522184d839ab8416a5dd74eb8172038a9546e73398d3565c9373e05 +size 4337665760 diff --git a/GaMS-9B-Instruct.Q4_K_M.gguf b/GaMS-9B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..ccf5d1b --- /dev/null +++ b/GaMS-9B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:926468db3dc7a4230b13700d082eabeab0958c70dee42a611d67a30d29351318 +size 5761058528 diff --git a/GaMS-9B-Instruct.Q4_K_S.gguf b/GaMS-9B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..1be89ca --- /dev/null +++ b/GaMS-9B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7a633286e0bdf400700d2157119b1f6d2a0171f6f9fc7aa6744cd973f296bab +size 5478926048 diff --git a/GaMS-9B-Instruct.Q5_K_M.gguf b/GaMS-9B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..91379dc --- /dev/null +++ b/GaMS-9B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44cbd3839685d118b2d487611e6f5ed2c23457838992a7e45804b97ee5e1e525 +size 6647367392 diff --git a/GaMS-9B-Instruct.Q5_K_S.gguf b/GaMS-9B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..3195f72 --- /dev/null +++ b/GaMS-9B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17503ac8b38bb65f314aac47eafc651fb5e1a273cb9c6831bb3fbe1cee409661 +size 6483592928 diff --git a/GaMS-9B-Instruct.Q6_K.gguf b/GaMS-9B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..cde9445 --- /dev/null +++ b/GaMS-9B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9e4679fe2dca58914c5fac0bd0841d182c4bd880680a9e7b29f7b3aadebacb1 +size 7589070560 diff --git a/GaMS-9B-Instruct.Q8_0.gguf b/GaMS-9B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..0f1b06c --- /dev/null +++ b/GaMS-9B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f539935a06b63a4636b5dd36b1f202ccaf71b0b9b6e50e2b71a46f0cd1a7e233 +size 9827149536 diff --git a/GaMS-9B-Instruct.f16.gguf b/GaMS-9B-Instruct.f16.gguf new file mode 100644 index 0000000..afdfdf8 --- /dev/null +++ b/GaMS-9B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78e62b4fc4d835afd5642048e4fd8dba12bf377e815c69ea072bf6b8eaf959da +size 18490681056 diff --git a/README.md b/README.md new file mode 100644 index 0000000..f55b860 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: cjvt/GaMS-9B-Instruct +language: +- sl +- en +- hr +- sr +- bs +library_name: transformers +license: gemma +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/cjvt/GaMS-9B-Instruct + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/GaMS-9B-Instruct-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/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q2_K.gguf) | Q2_K | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q3_K_S.gguf) | Q3_K_S | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q3_K_M.gguf) | Q3_K_M | 4.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q3_K_L.gguf) | Q3_K_L | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.IQ4_XS.gguf) | IQ4_XS | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q4_K_S.gguf) | Q4_K_S | 5.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q4_K_M.gguf) | Q4_K_M | 5.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q5_K_S.gguf) | Q5_K_S | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q5_K_M.gguf) | Q5_K_M | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q6_K.gguf) | Q6_K | 7.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.Q8_0.gguf) | Q8_0 | 9.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/GaMS-9B-Instruct-GGUF/resolve/main/GaMS-9B-Instruct.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. + +