Results for "text-ranking"

100 matches found.

cross-encoder

cross-encoder/ms-marco-MiniLM-L6-v2

No description available.

🏆 text-ranking 13,698,362
cross-encoder

cross-encoder/ms-marco-MiniLM-L4-v2

No description available.

🏆 text-ranking 1,787,497
mixedbread-ai

mixedbread-ai/mxbai-rerank-xsmall-v1

No description available.

🏆 text-ranking 1,110,801
cross-encoder

cross-encoder/ms-marco-MiniLM-L12-v2

No description available.

🏆 text-ranking 1,109,733
mixedbread-ai

mixedbread-ai/mxbai-rerank-base-v1

No description available.

🏆 text-ranking 1,085,469
cross-encoder

cross-encoder/ms-marco-MiniLM-L2-v2

No description available.

🏆 text-ranking 1,049,386
Alibaba-NLP

Alibaba-NLP/gte-reranker-modernbert-base

Developed by: Tongyi Lab, Alibaba Group - Model Type: Text reranker - Primary Language: English - Model Size: 149M - Max Input Length: 8192 ...

🏆 text-ranking 588,726
Qwen

Qwen/Qwen3-Reranker-0.6B

Qwen3-Reranker-0.6B has the following features: - Model Type: Text Reranking - Supported Languages: 100+ Languages - Number of Paramaters: 0...

🏆 text-ranking 528,085
jinaai

jinaai/jina-reranker-v2-base-multilingual

No description available.

🏆 text-ranking 458,767
cross-encoder

cross-encoder/mmarco-mMiniLMv2-L12-H384-v1

No description available.

🏆 text-ranking 326,531
Alibaba-NLP

Alibaba-NLP/gte-multilingual-reranker-base

No description available.

🏆 text-ranking 282,380
cross-encoder

cross-encoder/stsb-roberta-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 236,579
cross-encoder

cross-encoder/ms-marco-TinyBERT-L2-v2

No description available.

🏆 text-ranking 235,188
Qwen

Qwen/Qwen3-VL-Reranker-8B

libraryname: transformers pipelinetag: text-ranking...

🏆 text-ranking 226,041
Qwen

Qwen/Qwen3-Reranker-4B

No description available.

🏆 text-ranking 176,440
Qwen

Qwen/Qwen3-VL-Reranker-2B

libraryname: transformers pipelinetag: text-ranking...

🏆 text-ranking 123,213
Qwen

Qwen/Qwen3-Reranker-8B

Qwen3-Reranker-8B has the following features: - Model Type: Text Reranking - Supported Languages: 100+ Languages - Number of Paramaters: 8B ...

🏆 text-ranking 119,373
jinaai

jinaai/jina-reranker-v3

No description available.

🏆 text-ranking 91,003
cross-encoder

cross-encoder/stsb-roberta-large

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 87,161
nvidia

nvidia/llama-nemotron-rerank-1b-v2

No description available.

🏆 text-ranking 86,818
cross-encoder-testing

cross-encoder-testing/reranker-bert-tiny-gooaq-bce

No description available.

🏆 text-ranking 80,358
cross-encoder

cross-encoder/stsb-distilroberta-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 68,816
cross-encoder

cross-encoder/quora-distilroberta-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 65,356
cross-encoder

cross-encoder/qnli-electra-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 57,235
dolfsai

dolfsai/Qwen3-Reranker-0.6B-seq-cls-vllm-W8A8

Original Model: tomaarsen/Qwen3-Reranker-0.6B-seq-cls - Quantization Method: GPTQ - Compression Libraries: llm-compressor - Calibration Data...

🏆 text-ranking 50,311
tomaarsen

tomaarsen/Qwen3-Reranker-0.6B-seq-cls

Qwen3-Reranker-0.6B has the following features: - Model Type: Text Reranking - Supported Languages: 100+ Languages - Number of Paramaters: 0...

🏆 text-ranking 48,693
hotchpotch

hotchpotch/japanese-reranker-cross-encoder-xsmall-v1

No description available.

🏆 text-ranking 43,627
jinaai

jinaai/jina-reranker-v1-turbo-en

No description available.

🏆 text-ranking 39,549
dragonkue

dragonkue/bge-reranker-v2-m3-ko

Base model : BAAI/bge-reranker-v2-m3 - The multilingual model has been optimized for Korean....

🏆 text-ranking 37,174
cross-encoder

cross-encoder/ms-marco-TinyBERT-L2

No description available.

🏆 text-ranking 28,608
mixedbread-ai

mixedbread-ai/mxbai-rerank-large-v1

No description available.

🏆 text-ranking 27,422
ggml-org

ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF

No description available.

🏆 text-ranking 26,578
nickprock

nickprock/cross-encoder-italian-bert-stsb

No description available.

🏆 text-ranking 26,429
mixedbread-ai

mixedbread-ai/mxbai-rerank-base-v2

No description available.

🏆 text-ranking 21,606
zeroentropy

zeroentropy/zerank-1-small

No description available.

🏆 text-ranking 18,612
cross-encoder

cross-encoder/ms-marco-TinyBERT-L6

No description available.

🏆 text-ranking 12,573
sdadas

sdadas/polish-reranker-roberta-v3

No description available.

🏆 text-ranking 11,778
ContextualAI

ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b

No description available.

🏆 text-ranking 11,568
hotchpotch

hotchpotch/japanese-reranker-xsmall-v2

No description available.

🏆 text-ranking 10,383
cross-encoder

cross-encoder/ms-marco-electra-base

No description available.

🏆 text-ranking 9,929
zeroentropy

zeroentropy/zerank-2

No description available.

🏆 text-ranking 9,709
cross-encoder

cross-encoder/stsb-TinyBERT-L4

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 9,443
cl-nagoya

cl-nagoya/ruri-v3-reranker-310m

No description available.

🏆 text-ranking 8,758
DiTy

DiTy/cross-encoder-russian-msmarco

No description available.

🏆 text-ranking 8,365
tomaarsen

tomaarsen/Qwen3-Reranker-4B-seq-cls

No description available.

🏆 text-ranking 8,041
cross-encoder

cross-encoder/msmarco-MiniLM-L6-en-de-v1

No description available.

🏆 text-ranking 7,849
cross-encoder

cross-encoder/quora-roberta-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 7,653
ml6team

ml6team/cross-encoder-mmarco-german-distilbert-base

This model is a fine-tuned cross-encoder on the MMARCO dataset which is the machine translated version of the MS MARCO dataset. As base mode...

🏆 text-ranking 7,543
mixedbread-ai

mixedbread-ai/mxbai-rerank-large-v2

No description available.

🏆 text-ranking 6,134
cross-encoder

cross-encoder/msmarco-MiniLM-L12-en-de-v1

No description available.

🏆 text-ranking 5,053
webis

webis/monoelectra-base

No description available.

🏆 text-ranking 4,322
cross-encoder-testing

cross-encoder-testing/reranker-bert-tiny-gooaq-bce-tanh-v4

No description available.

🏆 text-ranking 4,230
cross-encoder-testing

cross-encoder-testing/reranker-bert-tiny-gooaq-bce-tanh-v3

No description available.

🏆 text-ranking 4,227
Xenova

Xenova/bge-reranker-base

No description available.

🏆 text-ranking 4,111
jinaai

jinaai/jina-reranker-v1-tiny-en

No description available.

🏆 text-ranking 3,550
radlab

radlab/polish-cross-encoder

No description available.

🏆 text-ranking 3,495
qilowoq

qilowoq/bge-reranker-v2-m3-en-ru

No description available.

🏆 text-ranking 3,321
sdadas

sdadas/polish-reranker-roberta-v2

No description available.

🏆 text-ranking 3,215
cross-encoder

cross-encoder/qnli-distilroberta-base

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 3,097
cl-nagoya

cl-nagoya/ruri-reranker-small

No description available.

🏆 text-ranking 2,802
AQ-MedAI

AQ-MedAI/Diver-Retriever-4B

- Model type: Text Embedding - Language(s) (NLP): Bilingual (Chinese & English) - Context Length: 40k - Number of Paramaters: 4B For more de...

🏆 text-ranking 2,500
ibm-granite

ibm-granite/granite-embedding-reranker-english-r2

Developed by: Granite Embedding Team, IBM - Repository: ibm-granite/granite-embedding-models - Paper: Granite Embedding R2 Models - Language...

🏆 text-ranking 2,409
seroe

seroe/bge-reranker-v2-m3-turkish-triplet

No description available.

🏆 text-ranking 2,218
Derify

Derify/ChemRanker-alpha-sim

No description available.

🏆 text-ranking 2,127
hotchpotch

hotchpotch/open-provence-reranker-xsmall-v1

No description available.

🏆 text-ranking 2,069
tomaarsen

tomaarsen/Qwen3-Reranker-8B-seq-cls

Qwen3-Reranker-8B has the following features: - Model Type: Text Reranking - Supported Languages: 100+ Languages - Number of Paramaters: 8B ...

🏆 text-ranking 1,900
hotchpotch

hotchpotch/japanese-bge-reranker-v2-m3-v1

No description available.

🏆 text-ranking 1,783
hotchpotch

hotchpotch/japanese-reranker-cross-encoder-large-v1

No description available.

🏆 text-ranking 1,737
Derify

Derify/ChemRanker-alpha-qed-sim

No description available.

🏆 text-ranking 1,645
Derify

Derify/ChemRanker-alpha-qed-cutoff-sim

No description available.

🏆 text-ranking 1,598
hotchpotch

hotchpotch/japanese-reranker-small-v2

No description available.

🏆 text-ranking 1,583
naver

naver/provence-reranker-debertav3-v1

Input: user question (e.g., a sentence) + retrieved context passage (e.g., a paragraph) Output: pruned context passage, i.e., irrelevant sen...

🏆 text-ranking 1,559
zeroentropy

zeroentropy/zerank-1

No description available.

🏆 text-ranking 1,370
naver

naver/trecdl22-crossencoder-debertav3

No description available.

🏆 text-ranking 1,346
hotchpotch

hotchpotch/japanese-reranker-cross-encoder-small-v1

No description available.

🏆 text-ranking 1,323
jinaai

jinaai/jina-reranker-v3-GGUF

No description available.

🏆 text-ranking 1,274
antoinelouis

antoinelouis/crossencoder-camembert-base-mmarcoFR

No description available.

🏆 text-ranking 1,241
antoinelouis

antoinelouis/crossencoder-camembert-L4-mmarcoFR

No description available.

🏆 text-ranking 1,134
cl-nagoya

cl-nagoya/ruri-reranker-large

No description available.

🏆 text-ranking 1,073
tomaarsen

tomaarsen/reranker-ModernBERT-base-gooaq-bce

No description available.

🏆 text-ranking 1,062
naver

naver/xprovence-reranker-bgem3-v1

Input: user question (e.g., a sentence) + retrieved context passage (e.g., a paragraph). Training data consisted of monolingual examples (qu...

🏆 text-ranking 1,001
antoinelouis

antoinelouis/crossencoder-mMiniLMv2-L12-mmarcoFR

No description available.

🏆 text-ranking 959
sdadas

sdadas/polish-reranker-base-mse

No description available.

🏆 text-ranking 958
Omartificial-Intelligence-Space

Omartificial-Intelligence-Space/ARA-Reranker-V1

No description available.

🏆 text-ranking 886
hotchpotch

hotchpotch/open-provence-reranker-v1-gte-modernbert-base

No description available.

🏆 text-ranking 842
NeuML

NeuML/biomedbert-base-reranker

No description available.

🏆 text-ranking 805
AQ-MedAI

AQ-MedAI/Diver-Retriever-4B-1020

- Model type: Text Embedding - Language(s) (NLP): Bilingual (Chinese & English) - Context Length: 40k - Number of Paramaters: 4B For more de...

🏆 text-ranking 789
oddadmix

oddadmix/arabic-reranker

No description available.

🏆 text-ranking 776
cross-encoder-testing

cross-encoder-testing/reranker-bert-tiny-gooaq-bce-v6

No description available.

🏆 text-ranking 770
DatafoundryAI

DatafoundryAI/roberta-rerank

This model was trained using SentenceTransformers Cross-Encoder class....

🏆 text-ranking 765
intfloat

intfloat/simlm-msmarco-reranker

No description available.

🏆 text-ranking 764
sdadas

sdadas/polish-reranker-large-ranknet

No description available.

🏆 text-ranking 737
QuantFactory

QuantFactory/Qwen3-Reranker-4B-GGUF

No description available.

🏆 text-ranking 731
sdadas

sdadas/polish-reranker-bge-v2

No description available.

🏆 text-ranking 713
OpenVINO

OpenVINO/Qwen3-Reranker-0.6B-fp16-ov

Model creator: Qwen Original model: Qwen3-Reranker-0.6B...

🏆 text-ranking 713
sdadas

sdadas/polish-reranker-base-ranknet

No description available.

🏆 text-ranking 710
hotchpotch

hotchpotch/japanese-reranker-cross-encoder-base-v1

No description available.

🏆 text-ranking 696
seroe

seroe/jina-reranker-v2-base-multilingual-turkish-reranker-triplet-v2

No description available.

🏆 text-ranking 687
hotchpotch

hotchpotch/japanese-reranker-tiny-v2

No description available.

🏆 text-ranking 669
opencompass

opencompass/CompassJudger-2-32B-Instruct

No description available.

🏆 text-ranking 655