From ebb378e260de80cb33dcb5a6ccdf9d0192d36d3a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 9 Jul 2026 19:47:10 +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/Visual-ARFT-Search-GGUF Source: Original Platform --- .gitattributes | 49 ++++++++++++++++++++ README.md | 71 +++++++++++++++++++++++++++++ Visual-ARFT-Search.IQ4_XS.gguf | 3 ++ Visual-ARFT-Search.Q2_K.gguf | 3 ++ Visual-ARFT-Search.Q3_K_L.gguf | 3 ++ Visual-ARFT-Search.Q3_K_M.gguf | 3 ++ Visual-ARFT-Search.Q3_K_S.gguf | 3 ++ Visual-ARFT-Search.Q4_K_M.gguf | 3 ++ Visual-ARFT-Search.Q4_K_S.gguf | 3 ++ Visual-ARFT-Search.Q5_K_M.gguf | 3 ++ Visual-ARFT-Search.Q5_K_S.gguf | 3 ++ Visual-ARFT-Search.Q6_K.gguf | 3 ++ Visual-ARFT-Search.Q8_0.gguf | 3 ++ Visual-ARFT-Search.f16.gguf | 3 ++ Visual-ARFT-Search.mmproj-Q8_0.gguf | 3 ++ Visual-ARFT-Search.mmproj-f16.gguf | 3 ++ 16 files changed, 162 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Visual-ARFT-Search.IQ4_XS.gguf create mode 100644 Visual-ARFT-Search.Q2_K.gguf create mode 100644 Visual-ARFT-Search.Q3_K_L.gguf create mode 100644 Visual-ARFT-Search.Q3_K_M.gguf create mode 100644 Visual-ARFT-Search.Q3_K_S.gguf create mode 100644 Visual-ARFT-Search.Q4_K_M.gguf create mode 100644 Visual-ARFT-Search.Q4_K_S.gguf create mode 100644 Visual-ARFT-Search.Q5_K_M.gguf create mode 100644 Visual-ARFT-Search.Q5_K_S.gguf create mode 100644 Visual-ARFT-Search.Q6_K.gguf create mode 100644 Visual-ARFT-Search.Q8_0.gguf create mode 100644 Visual-ARFT-Search.f16.gguf create mode 100644 Visual-ARFT-Search.mmproj-Q8_0.gguf create mode 100644 Visual-ARFT-Search.mmproj-f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..499e73f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +Visual-ARFT-Search.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.f16.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Visual-ARFT-Search.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5cf3e8c --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: laolao77/Visual-ARFT-Search +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/laolao77/Visual-ARFT-Search + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Visual-ARFT-Search-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Visual-ARFT-Search-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/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.mmproj-f16.gguf) | mmproj-f16 | 1.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Visual-ARFT-Search-GGUF/resolve/main/Visual-ARFT-Search.f16.gguf) | f16 | 15.3 | 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/Visual-ARFT-Search.IQ4_XS.gguf b/Visual-ARFT-Search.IQ4_XS.gguf new file mode 100644 index 0000000..8263554 --- /dev/null +++ b/Visual-ARFT-Search.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0f88521e76b0d2508a1ac977d39d44208fd42f7e060e5bcc5f1134537aa11ff +size 4250298688 diff --git a/Visual-ARFT-Search.Q2_K.gguf b/Visual-ARFT-Search.Q2_K.gguf new file mode 100644 index 0000000..711f3cf --- /dev/null +++ b/Visual-ARFT-Search.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aaf5f4cb6abbce1827c829c8c13757aaf1c4676ac51487392edc2d7c28c69f49 +size 3015940416 diff --git a/Visual-ARFT-Search.Q3_K_L.gguf b/Visual-ARFT-Search.Q3_K_L.gguf new file mode 100644 index 0000000..e9fe6b8 --- /dev/null +++ b/Visual-ARFT-Search.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64909d500bc5c5b9a4977268dfff3092bd80ccc460159d3c5461595cb6abad32 +size 4088459584 diff --git a/Visual-ARFT-Search.Q3_K_M.gguf b/Visual-ARFT-Search.Q3_K_M.gguf new file mode 100644 index 0000000..407cb67 --- /dev/null +++ b/Visual-ARFT-Search.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcb6e80105e62443c94c8d321e96c5c9e9e40699f93980bbf8f6835f598e0a27 +size 3808391488 diff --git a/Visual-ARFT-Search.Q3_K_S.gguf b/Visual-ARFT-Search.Q3_K_S.gguf new file mode 100644 index 0000000..76e3c35 --- /dev/null +++ b/Visual-ARFT-Search.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb21e49caf42f94573d210ecbb52f2376fb822d8b4d1fdf7a85b08af51cd370b +size 3492368704 diff --git a/Visual-ARFT-Search.Q4_K_M.gguf b/Visual-ARFT-Search.Q4_K_M.gguf new file mode 100644 index 0000000..5ab19e2 --- /dev/null +++ b/Visual-ARFT-Search.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8df48c84c824df4efabd9be06ea447c0aadaba40fcd407689ed21e32cbea3e3c +size 4683073856 diff --git a/Visual-ARFT-Search.Q4_K_S.gguf b/Visual-ARFT-Search.Q4_K_S.gguf new file mode 100644 index 0000000..f047a9c --- /dev/null +++ b/Visual-ARFT-Search.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d82d3d6cca7e196110fc29bcaf62c5313cdc71cd41b8e7afd7e348c6b5f2fa4 +size 4457769280 diff --git a/Visual-ARFT-Search.Q5_K_M.gguf b/Visual-ARFT-Search.Q5_K_M.gguf new file mode 100644 index 0000000..942c801 --- /dev/null +++ b/Visual-ARFT-Search.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f354acfba77150cb0541453b0b75303ce769291ee002f928624ea0d6bfa403a7 +size 5444831552 diff --git a/Visual-ARFT-Search.Q5_K_S.gguf b/Visual-ARFT-Search.Q5_K_S.gguf new file mode 100644 index 0000000..a2b0ffb --- /dev/null +++ b/Visual-ARFT-Search.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75836f03abcbb5398d0449bfe920d0f794b438d36968630d449764bbc125b1fb +size 5315176768 diff --git a/Visual-ARFT-Search.Q6_K.gguf b/Visual-ARFT-Search.Q6_K.gguf new file mode 100644 index 0000000..a22e22e --- /dev/null +++ b/Visual-ARFT-Search.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c03706b73b7a14e7844f5b2cfa1fd7dda126ea200c2059f7a038762898e9e059 +size 6254199104 diff --git a/Visual-ARFT-Search.Q8_0.gguf b/Visual-ARFT-Search.Q8_0.gguf new file mode 100644 index 0000000..e896752 --- /dev/null +++ b/Visual-ARFT-Search.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00becd61f19fe48ffdb5a3124a542e7cbb4b7f37bae897e2ba384bf730085a44 +size 8098525504 diff --git a/Visual-ARFT-Search.f16.gguf b/Visual-ARFT-Search.f16.gguf new file mode 100644 index 0000000..7f02778 --- /dev/null +++ b/Visual-ARFT-Search.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eff0062c813f6bb1b3caa74569724075c81d2ca9f11109579429d368d8040e51 +size 15237853504 diff --git a/Visual-ARFT-Search.mmproj-Q8_0.gguf b/Visual-ARFT-Search.mmproj-Q8_0.gguf new file mode 100644 index 0000000..e6cb206 --- /dev/null +++ b/Visual-ARFT-Search.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ed6c9cff5d907c785a9db5de5b0a2d15a0cb4ae934c89bcf9d42f08148a0a2a +size 853119648 diff --git a/Visual-ARFT-Search.mmproj-f16.gguf b/Visual-ARFT-Search.mmproj-f16.gguf new file mode 100644 index 0000000..e0ec464 --- /dev/null +++ b/Visual-ARFT-Search.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce8b84312fd8ff72540afdaeb86e91808926d2563e9afa578e68e2f04c0c016f +size 1354162848