zli12321/Vision-Language-Models-Overview
Vision-Language-Models-Overview
A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.
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zli12321
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Nov 27, 2024
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README Summary
Benchmark and Evaluations, RL Alignment, Applications, and Challenges of Large Vision Language Models
Community Evaluation
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computer-visionmachine-learningmodel-surveynatural-language-processingresearchresearch-papers
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computer-visionmachine-learningmodel-surveynatural-language-processingresearchresearch-papersAI AgentsAI SafetyAnthropic / ClaudeBenchmarkingClaudeComputer VisionCourseCurated ListDPODeepSeekDistillationEmbeddingsEvalsFine-TuningForkedGRPOGoogle AIGraspingHealthcare AIHuggingFaceHumanoid RoboticsImage GenerationLarge Language ModelsLlamaLoRA / PEFTLong ContextMMLUMistralMotion PlanningMulti-AgentMultimodal AIOpenAIPhiPlanning / CoTPrompt EngineeringPrompt InjectionPythonQuantizationQwenRLHFReasoning ModelsRed TeamingReinforcement LearningResearch / PapersRobot LearningRoboticsSimulationSpeech to TextSynthetic DataTool UseTransformersVideo Generation
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AI AgentsAI SafetyActiveAnthropic / ClaudeBenchmarkingClaudeComputer VisionCourseCurated ListDPODeepSeekDistillationEmbeddingsEvalsFine-TuningForkedGRPOGoogle AIGraspingHealthcare AIHuggingFaceHumanoid RoboticsImage GenerationLarge Language ModelsLlamaLoRA / PEFTLong ContextMMLUMistralMotion PlanningMulti-AgentMultimodal AIOpenAIPhiPlanning / CoTPrompt EngineeringPrompt InjectionPythonQuantizationQwenRLHFReasoning ModelsRed TeamingReinforcement LearningResearch / PapersRobot LearningRoboticsSimulationSpeech to TextSynthetic DataTool UseTransformersVideo Generation
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RAG & RetrievalPrimaryEvals & BenchmarkingCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: GamingSecurity & SafetyFoundation ModelsAI AgentsModel TrainingGenerative MediaComputer VisionRoboticsSafety & AlignmentCoding & Dev ToolsHealthcare & BiologyMultimodal AISearch & KnowledgeOther AI / ML
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Timeline
- Project created
- Nov 27, 2024
- Forked
- Mar 31, 2026
- Your last push
- 2 months ago
- Upstream last push
- 18 days ago
- Tracked since
- Mar 27, 2026
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