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  1. Home
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  3. /BerriAI/litellm
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 2d ago

BerriAI/litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 56%OpenAI to acquire Ona →
  • PossiblePossibly related (embedding) · 53%How're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D] →
  • PossiblePossibly related (embedding) · 52%OpenAI and Broadcom unveil LLM-optimized inference chip →
  • PossiblePossibly related (embedding) · 49%OpenAI and Broadcom announce chip designed for LLM inference at scale →
  • PossiblePossibly related (embedding) · 48%TraceLab: Characterizing Coding Agent Workloads for LLM Serving →
  • FuzzyOverlapping authors or contributors · 62%From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models →

    “Shared author/contributor keys: jiang”

  • FuzzyOverlapping authors or contributors · 62%VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders →

    “Shared author/contributor keys: jiang”

  • FuzzyOverlapping authors or contributors · 62%RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics →

    “Shared author/contributor keys: jiang”

Covers

newsOpenAI to acquire OnanewsHow're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D]newsOpenAI and Broadcom unveil LLM-optimized inference chipnewsOpenAI and Broadcom announce chip designed for LLM inference at scale

Implements

paperTraceLab: Characterizing Coding Agent Workloads for LLM ServingpaperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image ModelspaperVideoRAE: Taming Video Foundation Models for Generative Modeling via Representation AutoencoderspaperRainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking DynamicspaperChatImage: Navigating Long-Form LLM Answers through Interactive ImagespaperWatermark Forensics for Generative Models: An Information-Theoretic PerspectivepaperBeyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse ParsingpaperPanoWorld: Real-World Panoramic GenerationpaperAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?paperWat3R: Underwater 3D Geometry Learning without AnnotationspaperHierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMspaperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory GatespaperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?paperFADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face RestorationpaperWeak-to-Strong Generalization via Direct On-Policy DistillationpaperBrainPilot: Automating Brain Discovery with Agentic ResearchpaperLQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics ResearchpaperOmniaBench: Benchmarking General AI Agents Across Diverse ScenariospaperCan We Trust Item Response Theory for AI Evaluation?paperRoboTTT: Context Scaling for Robot PoliciespaperDecoding Market Emotion from Blockchain Activity: A Data-Driven Sentiment ClassifierpaperSeek to Segment: Active Perception for Panoramic Referring SegmentationpaperPerceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual ReasoningpaperHOMIE: Human-object Centric Video Personalization via Multimodal Intelligent EnchancementpaperQIRF Quantum-Inspired Non-Orthogonal Function-Space Compression for 3D Gaussian SplattingpaperCan We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation SteeringpaperFrom Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action ModelpaperVerifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback PredictionpaperOff-Context GRPO: Learning to Reason on Hard Problems using Privileged InformationpaperLLM-as-a-Verifier: A General-Purpose Verification FrameworkpaperOLEDLM: A Unified Language Model for OLED Molecular DesignpaperToward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition DropoutpaperHow Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing InspectionpaperHeadCast: Casting Attention Heads for Efficient Autoregressive Video GenerationpaperA Definition and Roadmap for World ModelspaperDanus: Orchestrating Mathematical Reasoning Agents with Fact-Graph MemorypaperMean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score EntropypaperCLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image EnhancementpaperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect SegmentationpaperBarzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$paper3D-Aware VLMs with Implicit and Explicit GeometriespaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic DesignpaperEnvs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RL

contributed_to (incoming)

personishaan-jaffpersonSameerlitepersonyuneng-jiangpersonyuneng-berripersonChesarspersonjquinterpersonryan-crabbe-berripersonuc4w6cpersonstuxfpersonHarshit28jpersonAlexsanderHamirpersonishaan-berripersonmateo-berripersonryan-crabbepersoncolesmcintoshpersonjugaldbpersonkrrish-berri-2personshivamrawat1personmubashir1osmanipersonManouchehripersoncursoragentpersonyassin-berriaipersonNANDINI-starpersonmichelligabrielepersonARajan1084

Related across the graph

paperAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?paperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image ModelspaperChatImage: Navigating Long-Form LLM Answers through Interactive ImagespaperBeyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse ParsingpaperTraceLab: Characterizing Coding Agent Workloads for LLM ServingpaperToward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition DropoutpaperPanoWorld: Real-World Panoramic Generationpersonuc4w6cpaperWat3R: Underwater 3D Geometry Learning without AnnotationspersoncursoragentpaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic DesignpaperBrainPilot: Automating Brain Discovery with Agentic ResearchnewsOpenAI and Broadcom announce chip designed for LLM inference at scalepaperHierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMspaperDanus: Orchestrating Mathematical Reasoning Agents with Fact-Graph MemorypaperWatermark Forensics for Generative Models: An Information-Theoretic PerspectivepaperOLEDLM: A Unified Language Model for OLED Molecular DesignpaperOff-Context GRPO: Learning to Reason on Hard Problems using Privileged InformationnewsOpenAI and Broadcom unveil LLM-optimized inference chippaperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory GatespaperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?paperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect SegmentationpersonARajan1084personNANDINI-starpersonishaan-berripaperEnvs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RLpersonryan-crabbepaperCan We Trust Item Response Theory for AI Evaluation?paperFADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face RestorationpaperSeek to Segment: Active Perception for Panoramic Referring SegmentationpaperLLM-as-a-Verifier: A General-Purpose Verification FrameworkpaperHOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancementpersonkrrish-berri-2personmichelligabrielepaperA Definition and Roadmap for World ModelspaperLQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Researchpersonstuxfpersonmubashir1osmanipaperCLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancementpersonishaan-jaffpaperWeak-to-Strong Generalization via Direct On-Policy DistillationpersonManouchehripersonjquinterpaperBarzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$newsHow're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D]paperHow Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing Inspectionpersonyassin-berriaipaperFrom Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action ModelpaperVideoRAE: Taming Video Foundation Models for Generative Modeling via Representation AutoencoderspaperPerceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual ReasoningpaperMean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score EntropypersonAlexsanderHamirpersonshivamrawat1personSameerlitepersonHarshit28jpaperRainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking DynamicspersonChesarspersonmateo-berripersonyuneng-berripersonyuneng-jiangpaperVerifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback PredictionpersoncolesmcintoshpaperHeadCast: Casting Attention Heads for Efficient Autoregressive Video GenerationpaperQIRF Quantum-Inspired Non-Orthogonal Function-Space Compression for 3D Gaussian Splattingpersonryan-crabbe-berripersonjugaldbpaperDecoding Market Emotion from Blockchain Activity: A Data-Driven Sentiment ClassifierpaperCan We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation SteeringpaperOmniaBench: Benchmarking General AI Agents Across Diverse Scenariospaper3D-Aware VLMs with Implicit and Explicit GeometriespaperRoboTTT: Context Scaling for Robot PoliciesnewsOpenAI to acquire Ona
Knowledge path·PAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?→PFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models→PChatImage: Navigating Long-Form LLM Answers through Interactive Images→RBerriAI/litellm

Topics

ai-gatewayanthropicazure-openaibedrockgatewaylangchainlitellmllmllm-gatewayllmops

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