From edd7aba77627fb8871a9a0847781ea283e467410 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 12:42:58 +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/mxbai-rerank-base-v2-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++ README.md | 173 +++++++++++++++++++++++++++++++ mxbai-rerank-base-v2.IQ4_XS.gguf | 3 + mxbai-rerank-base-v2.Q2_K.gguf | 3 + mxbai-rerank-base-v2.Q3_K_L.gguf | 3 + mxbai-rerank-base-v2.Q3_K_M.gguf | 3 + mxbai-rerank-base-v2.Q3_K_S.gguf | 3 + mxbai-rerank-base-v2.Q4_K_M.gguf | 3 + mxbai-rerank-base-v2.Q4_K_S.gguf | 3 + mxbai-rerank-base-v2.Q5_K_M.gguf | 3 + mxbai-rerank-base-v2.Q5_K_S.gguf | 3 + mxbai-rerank-base-v2.Q6_K.gguf | 3 + mxbai-rerank-base-v2.Q8_0.gguf | 3 + mxbai-rerank-base-v2.f16.gguf | 3 + 14 files changed, 256 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 mxbai-rerank-base-v2.IQ4_XS.gguf create mode 100644 mxbai-rerank-base-v2.Q2_K.gguf create mode 100644 mxbai-rerank-base-v2.Q3_K_L.gguf create mode 100644 mxbai-rerank-base-v2.Q3_K_M.gguf create mode 100644 mxbai-rerank-base-v2.Q3_K_S.gguf create mode 100644 mxbai-rerank-base-v2.Q4_K_M.gguf create mode 100644 mxbai-rerank-base-v2.Q4_K_S.gguf create mode 100644 mxbai-rerank-base-v2.Q5_K_M.gguf create mode 100644 mxbai-rerank-base-v2.Q5_K_S.gguf create mode 100644 mxbai-rerank-base-v2.Q6_K.gguf create mode 100644 mxbai-rerank-base-v2.Q8_0.gguf create mode 100644 mxbai-rerank-base-v2.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0a8172e --- /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 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merge=lfs -text +mxbai-rerank-base-v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-base-v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-base-v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-base-v2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b2f9e0a --- /dev/null +++ b/README.md @@ -0,0 +1,173 @@ +--- +base_model: mixedbread-ai/mxbai-rerank-base-v2 +language: +- af +- am +- ar +- as +- az +- be +- bg +- bn +- br +- bs +- ca +- cs +- cy +- da +- de +- el +- en +- eo +- es +- et +- eu +- fa +- ff +- fi +- fr +- fy +- ga +- gd +- gl +- gn +- gu +- ha +- he +- hi +- hr +- ht +- hu +- hy +- id +- ig +- is +- it +- ja +- jv +- ka +- kk +- km +- kn +- ko +- ku +- ky +- la +- lg +- li +- ln +- lo +- lt +- lv +- mg +- mk +- ml +- mn +- mr +- ms +- my +- ne +- nl +- no +- ns +- om +- or +- pa +- pl +- ps +- pt +- qu +- rm +- ro +- ru +- sa +- sc +- sd +- si +- sk +- sl +- so +- sq +- sr +- ss +- su +- sv +- sw +- ta +- te +- th +- tl +- tn +- tr +- ug +- uk +- ur +- uz +- vi +- wo +- xh +- yi +- yo +- zh +- zu +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/mixedbread-ai/mxbai-rerank-base-v2 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/mxbai-rerank-base-v2-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/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-base-v2-GGUF/resolve/main/mxbai-rerank-base-v2.f16.gguf) | f16 | 1.1 | 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/mxbai-rerank-base-v2.IQ4_XS.gguf b/mxbai-rerank-base-v2.IQ4_XS.gguf new file mode 100644 index 0000000..4920a5a --- /dev/null +++ b/mxbai-rerank-base-v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:383481493e53c17f5ccd6fa0ebade0a15bb681fb3f569669539a61d50824e1e4 +size 351445376 diff --git a/mxbai-rerank-base-v2.Q2_K.gguf b/mxbai-rerank-base-v2.Q2_K.gguf new file mode 100644 index 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