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PrithivirajDamodaran/FlashRank

FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

View on GitHub↗Upstream PrithivirajDamodaran/FlashRank↗

Builder

PrithivirajDamodaran

PrithivirajDamodaran

PrithivirajDamodaran • individual

Stars

977

Using upstream star count

Forks

68

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 4, 2023

Project creation date

README Summary

<p align ="center"> <img width=200 src = "./images/fr_logo.png"> </p>

Community Evaluation

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AI Dev Skills

Unmapped

Cross-Encoder ArchitectureInformation RetrievalListwise Learning to RankModel Inference AccelerationPairwise Learning to RankPerformance OptimizationRetrieval-Augmented GenerationSearch Relevance OptimizationText Ranking Models

Tags

Cross-Encoder ArchitectureInformation RetrievalListwise Learning to RankModel Inference AccelerationPairwise Learning to RankPerformance OptimizationRetrieval-Augmented GenerationSearch Relevance OptimizationText Ranking ModelsBatchingBenchmarkingContext EngineeringDockerForkedGPTGPU / CUDAHuggingFaceHybrid SearchLLM ServingLarge Language ModelsOpenAIPyTorchPythonQuantizationRAGRerankingResearch / PapersRoadmapSemantic SearchSpeculative DecodingTransformersTutorialvLLM

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsEfficient Model DeploymentSearch Enhancement AI

category

Foundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureLearning Resources

Deployment Context

Self-hostedCloud APIOn-premiseServerless

Industries

Search TechnologyE-commerceContent ManagementKnowledge ManagementDeveloper Tools

Modalities

Text

Skill Areas

Information RetrievalCross-Encoder ArchitectureListwise Learning to RankPairwise Learning to RankRetrieval-Augmented GenerationSearch Relevance OptimizationText Ranking ModelsPerformance OptimizationModel Inference Acceleration

tag

ActiveBatchingBenchmarkingContext EngineeringDockerForkedGPTGPU / CUDAHuggingFaceHybrid SearchLLM ServingLarge Language ModelsOpenAIPyTorchPythonQuantizationRAGRerankingResearch / PapersRoadmapSemantic SearchSpeculative DecodingTransformersTutorialvLLM

Use Cases

Search Result Re-rankingDocument Retrieval EnhancementRAG Pipeline OptimizationRecommendation System ImprovementQuestion Answering System EnhancementSemantic Search Refinement

Recent Activity

Updated 5 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

beta
Quality
high
Maturity
beta

Categories

Foundation ModelsPrimaryRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingSearch & KnowledgeOther AI / MLAI AgentsMLOps & InfrastructureLearning Resources

PM Skills

Cost & EfficiencyScale & ReliabilityData & EvaluationProduct DiscoveryAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Dec 4, 2023
Forked
Mar 29, 2026
Your last push
5 months ago
Upstream last push
5 months ago
Tracked since
Jan 1, 2026

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