From 9e70070beb92899d5c9ea22fc7a842848e304e63 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 14 Oct 2026 13:04:17 +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/gamma-Kosmos-EVAA-8B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++ README.md | 66 ++++++++++++++++++++++++++++++++ gamma-Kosmos-EVAA-8B.IQ4_XS.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q2_K.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q3_K_L.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q3_K_M.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q3_K_S.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q4_K_M.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q4_K_S.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q5_K_M.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q5_K_S.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q6_K.gguf | 3 ++ gamma-Kosmos-EVAA-8B.Q8_0.gguf | 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diff=lfs merge=lfs -text +gamma-Kosmos-EVAA-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gamma-Kosmos-EVAA-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gamma-Kosmos-EVAA-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gamma-Kosmos-EVAA-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..067dde6 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: jaspionjader/gamma-Kosmos-EVAA-8B +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/jaspionjader/gamma-Kosmos-EVAA-8B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-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/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/gamma-Kosmos-EVAA-8B-GGUF/resolve/main/gamma-Kosmos-EVAA-8B.f16.gguf) | f16 | 16.2 | 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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/gamma-Kosmos-EVAA-8B.IQ4_XS.gguf b/gamma-Kosmos-EVAA-8B.IQ4_XS.gguf new file mode 100644 index 0000000..b762379 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31609064b9c59642ba1ec8bc3afce70bf8b66cd9612826f77b0c389f2d758e31 +size 4484364064 diff --git a/gamma-Kosmos-EVAA-8B.Q2_K.gguf b/gamma-Kosmos-EVAA-8B.Q2_K.gguf new file mode 100644 index 0000000..41db554 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6319ae03e0eed5d7c744bdec64f0afd7c8893c23ba7cfe6fdd11dd58aad66e19 +size 3179132704 diff --git a/gamma-Kosmos-EVAA-8B.Q3_K_L.gguf b/gamma-Kosmos-EVAA-8B.Q3_K_L.gguf new file mode 100644 index 0000000..471bab0 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1edcbdf71c45f5a1d129922960be7d55527ca0cdc604f48ce4de467430257d3e +size 4321957664 diff --git a/gamma-Kosmos-EVAA-8B.Q3_K_M.gguf b/gamma-Kosmos-EVAA-8B.Q3_K_M.gguf new file mode 100644 index 0000000..773c5dd --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca94f026f8169cbc18c1cfa1ad72c521de1f1f3533e506ee9735463b2b67aed1 +size 4018919200 diff --git a/gamma-Kosmos-EVAA-8B.Q3_K_S.gguf b/gamma-Kosmos-EVAA-8B.Q3_K_S.gguf new file mode 100644 index 0000000..bd67bf4 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:905f9ec3c63c3aaf75881e82ab447f64981a377366dc6bdcda87b546a14df25d +size 3664500512 diff --git a/gamma-Kosmos-EVAA-8B.Q4_K_M.gguf b/gamma-Kosmos-EVAA-8B.Q4_K_M.gguf new file mode 100644 index 0000000..fbf88a7 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b74665e7dee3fb331e82c243d093effd15203481a53074870defc66ef62cbf33 +size 4920735520 diff --git a/gamma-Kosmos-EVAA-8B.Q4_K_S.gguf b/gamma-Kosmos-EVAA-8B.Q4_K_S.gguf new file mode 100644 index 0000000..ced6044 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aca65b2bad192bf5013c0aa2ca2e910c470b4c61ea622808c35bf0b49d3427a1 +size 4692670240 diff --git a/gamma-Kosmos-EVAA-8B.Q5_K_M.gguf b/gamma-Kosmos-EVAA-8B.Q5_K_M.gguf new file mode 100644 index 0000000..e49817a --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3542157cfd2b3dde8b09c9e6d080a7f541fd14a4b2015343e7f05a3562bc2d9a +size 5732988704 diff --git a/gamma-Kosmos-EVAA-8B.Q5_K_S.gguf b/gamma-Kosmos-EVAA-8B.Q5_K_S.gguf new file mode 100644 index 0000000..988b574 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d1084805327ce5874e9296877d7b68311ea55280c8023440736d5c71043c73c +size 5599295264 diff --git a/gamma-Kosmos-EVAA-8B.Q6_K.gguf b/gamma-Kosmos-EVAA-8B.Q6_K.gguf new file mode 100644 index 0000000..3de67f9 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a03096c51162f61294d9531ea64b735af9f5e272c4b4059d93e61db2c5011463 +size 6596007712 diff --git a/gamma-Kosmos-EVAA-8B.Q8_0.gguf b/gamma-Kosmos-EVAA-8B.Q8_0.gguf new file mode 100644 index 0000000..22b80dc --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec5981736b2fd2d31ba7ef5be35d646ea6652716bb16fe5719a50f3205f35959 +size 8540772128 diff --git a/gamma-Kosmos-EVAA-8B.f16.gguf b/gamma-Kosmos-EVAA-8B.f16.gguf new file mode 100644 index 0000000..9699e86 --- /dev/null +++ b/gamma-Kosmos-EVAA-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27392981b5f7c5aabc206f32c4f4983d29955dafa94eeb73dac0f35a5fa30e37 +size 16068892448