From cdad9bd4bcf2729d39d9cc6dd35325b535acfc51 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 2 Jun 2026 14:33:16 +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/Supertron2-Reranker-2B-GGUF Source: Original Platform --- .gitattributes | 49 +++++++++++++++ README.md | 81 +++++++++++++++++++++++++ Supertron2-Reranker-2B.IQ4_XS.gguf | 3 + Supertron2-Reranker-2B.Q2_K.gguf | 3 + Supertron2-Reranker-2B.Q3_K_L.gguf | 3 + Supertron2-Reranker-2B.Q3_K_M.gguf | 3 + Supertron2-Reranker-2B.Q3_K_S.gguf | 3 + Supertron2-Reranker-2B.Q4_K_M.gguf | 3 + Supertron2-Reranker-2B.Q4_K_S.gguf | 3 + Supertron2-Reranker-2B.Q5_K_M.gguf | 3 + Supertron2-Reranker-2B.Q5_K_S.gguf | 3 + Supertron2-Reranker-2B.Q6_K.gguf | 3 + Supertron2-Reranker-2B.Q8_0.gguf | 3 + Supertron2-Reranker-2B.f16.gguf | 3 + Supertron2-Reranker-2B.mmproj-Q8_0.gguf | 3 + Supertron2-Reranker-2B.mmproj-f16.gguf | 3 + 16 files changed, 172 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Supertron2-Reranker-2B.IQ4_XS.gguf create mode 100644 Supertron2-Reranker-2B.Q2_K.gguf create mode 100644 Supertron2-Reranker-2B.Q3_K_L.gguf create mode 100644 Supertron2-Reranker-2B.Q3_K_M.gguf create mode 100644 Supertron2-Reranker-2B.Q3_K_S.gguf create mode 100644 Supertron2-Reranker-2B.Q4_K_M.gguf create mode 100644 Supertron2-Reranker-2B.Q4_K_S.gguf create mode 100644 Supertron2-Reranker-2B.Q5_K_M.gguf create mode 100644 Supertron2-Reranker-2B.Q5_K_S.gguf create mode 100644 Supertron2-Reranker-2B.Q6_K.gguf create mode 100644 Supertron2-Reranker-2B.Q8_0.gguf create mode 100644 Supertron2-Reranker-2B.f16.gguf create mode 100644 Supertron2-Reranker-2B.mmproj-Q8_0.gguf create mode 100644 Supertron2-Reranker-2B.mmproj-f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..18cbe87 --- /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 +Supertron2-Reranker-2B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Supertron2-Reranker-2B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..dc5b0f3 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: Surpem/Supertron2-Reranker-2B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- reranking +- retrieval +- rag +- cross-encoder +- qwen3-vl +- pytorch +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Surpem/Supertron2-Reranker-2B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Supertron2-Reranker-2B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Supertron2-Reranker-2B-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/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q2_K.gguf) | Q2_K | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.mmproj-f16.gguf) | mmproj-f16 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q3_K_S.gguf) | Q3_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q3_K_L.gguf) | Q3_K_L | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.IQ4_XS.gguf) | IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q4_K_S.gguf) | Q4_K_S | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q5_K_M.gguf) | Q5_K_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Supertron2-Reranker-2B-GGUF/resolve/main/Supertron2-Reranker-2B.f16.gguf) | f16 | 3.5 | 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/Supertron2-Reranker-2B.IQ4_XS.gguf b/Supertron2-Reranker-2B.IQ4_XS.gguf new file mode 100644 index 0000000..7396b41 --- /dev/null +++ b/Supertron2-Reranker-2B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7238c50962e1b6353ee201127c8eec17d11c08d7a1568de048fd405a9dae918 +size 1016285632 diff --git a/Supertron2-Reranker-2B.Q2_K.gguf b/Supertron2-Reranker-2B.Q2_K.gguf new file mode 100644 index 0000000..3857d86 --- /dev/null +++ b/Supertron2-Reranker-2B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:640202429927f3043c49b6cfe930ab761341b7711dbea479a32f953108bbd21a +size 777800128 diff --git a/Supertron2-Reranker-2B.Q3_K_L.gguf b/Supertron2-Reranker-2B.Q3_K_L.gguf new file mode 100644 index 0000000..ce488d3 --- /dev/null +++ b/Supertron2-Reranker-2B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d643e66634cd4810e8ccaf9096daed5e9e5d2d385c16bf5a8c82453dc7c3d975 +size 1003506112 diff --git a/Supertron2-Reranker-2B.Q3_K_M.gguf b/Supertron2-Reranker-2B.Q3_K_M.gguf new file mode 100644 index 0000000..d2c34bb --- /dev/null +++ b/Supertron2-Reranker-2B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4bda83492696cf7930a562e317502cd186828eb756fb4624f11fd711a151682 +size 939542976 diff --git a/Supertron2-Reranker-2B.Q3_K_S.gguf b/Supertron2-Reranker-2B.Q3_K_S.gguf new file mode 100644 index 0000000..64525fb --- /dev/null +++ b/Supertron2-Reranker-2B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85855e3044a8ef104cb61754430b5a910c308229d149635442103501299b6703 +size 867256768 diff --git a/Supertron2-Reranker-2B.Q4_K_M.gguf b/Supertron2-Reranker-2B.Q4_K_M.gguf new file mode 100644 index 0000000..504176d --- /dev/null +++ b/Supertron2-Reranker-2B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a108b7380e15aa31caf5d9c2d4639ae3a953c05f00b7238c26ae9cf83a094d7 +size 1107413440 diff --git a/Supertron2-Reranker-2B.Q4_K_S.gguf b/Supertron2-Reranker-2B.Q4_K_S.gguf new file mode 100644 index 0000000..c3d0786 --- /dev/null +++ b/Supertron2-Reranker-2B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c842cbabee246677253c5125675f20c791670986512f268c31feba6f3c0a3c5c +size 1060194752 diff --git a/Supertron2-Reranker-2B.Q5_K_M.gguf b/Supertron2-Reranker-2B.Q5_K_M.gguf new file mode 100644 index 0000000..26d8d23 --- /dev/null +++ b/Supertron2-Reranker-2B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:583691dc5d575e47dbd7bfec4c1909155953b451e7c815e28c788f7a70ae9bfb +size 1257884096 diff --git a/Supertron2-Reranker-2B.Q5_K_S.gguf b/Supertron2-Reranker-2B.Q5_K_S.gguf new file mode 100644 index 0000000..5676e4a --- /dev/null +++ b/Supertron2-Reranker-2B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51fc0941f2745c3bd2784dcf3ef542240caeb2db5f21bbd550600aa86ee2166e +size 1230588352 diff --git a/Supertron2-Reranker-2B.Q6_K.gguf b/Supertron2-Reranker-2B.Q6_K.gguf new file mode 100644 index 0000000..7abfa05 --- /dev/null +++ b/Supertron2-Reranker-2B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b17eccdca584f40239fe730ee4458eba97cb7c80cee7bc5e18b9d11211a36b9 +size 1417759168 diff --git a/Supertron2-Reranker-2B.Q8_0.gguf b/Supertron2-Reranker-2B.Q8_0.gguf new file mode 100644 index 0000000..1675248 --- /dev/null +++ b/Supertron2-Reranker-2B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:957ea06884ed6834a578349e26fa717b60ff796c383c7be6f37aa7bdbd0c31a4 +size 1834430912 diff --git a/Supertron2-Reranker-2B.f16.gguf b/Supertron2-Reranker-2B.f16.gguf new file mode 100644 index 0000000..2232b23 --- /dev/null +++ b/Supertron2-Reranker-2B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0712881ed0b5c6b7eddf0bf0ca915a93af72e3e1aefdf6a8ed5a46c8eaa08557 +size 3447353792 diff --git a/Supertron2-Reranker-2B.mmproj-Q8_0.gguf b/Supertron2-Reranker-2B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..a918507 --- /dev/null +++ b/Supertron2-Reranker-2B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bce807bd106a8862b16d449b74a4101c1446ecb632b3d3e1557791d0f1dcc7d2 +size 445053728 diff --git a/Supertron2-Reranker-2B.mmproj-f16.gguf b/Supertron2-Reranker-2B.mmproj-f16.gguf new file mode 100644 index 0000000..a20d249 --- /dev/null +++ b/Supertron2-Reranker-2B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e153b03de20ba3ce227f9a2f5646b94e6b5e3d26e1d0b2f043b751fb29c9a59 +size 819395360