commit 181765b9c1befa24bd2d3618b88e8cd704d0dc58 Author: ModelHub XC Date: Thu May 7 00:11:49 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/mxbai-rerank-large-v2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8118c2f --- /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 +mxbai-rerank-large-v2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +mxbai-rerank-large-v2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..0b2a728 --- /dev/null +++ b/README.md @@ -0,0 +1,172 @@ +--- +base_model: mixedbread-ai/mxbai-rerank-large-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 +--- +## About + + + + + + +static quants of https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v2 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/mxbai-rerank-large-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-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q5_K_M.gguf) | Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q6_K.gguf) | Q6_K | 1.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.Q8_0.gguf) | Q8_0 | 1.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/mxbai-rerank-large-v2-GGUF/resolve/main/mxbai-rerank-large-v2.f16.gguf) | f16 | 3.2 | 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. + + diff --git a/mxbai-rerank-large-v2.IQ4_XS.gguf b/mxbai-rerank-large-v2.IQ4_XS.gguf new file mode 100644 index 0000000..7cd75b4 --- /dev/null +++ b/mxbai-rerank-large-v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33dbb08f61df40636f1d152df7343a2c3f5f8db70589c010f3f389a74af82a3e +size 902183136 diff --git a/mxbai-rerank-large-v2.Q2_K.gguf b/mxbai-rerank-large-v2.Q2_K.gguf new file 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