repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 24d ago

hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

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

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PossiblePossibly related (embedding) · 53%Fine-tune a small model on your own data →
PossiblePossibly related (embedding) · 53%Beyond LoRA: Can you beat the most popular fine-tuning technique? →
PossiblePossibly related (embedding) · 50%OpenAI and Broadcom announce chip designed for LLM inference at scale →
PossiblePossibly related (embedding) · 48%Evaluate a model properly →
PossiblePossibly related (embedding) · 47%OpenAI and Broadcom unveil LLM-optimized inference chip →
FuzzyOverlapping authors or contributors · 62%PanoWorld: Real-World Panoramic Generation →
“Shared author/contributor keys: lin”
FuzzyOverlapping authors or contributors · 62%DynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation →
“Shared author/contributor keys: lin”
FuzzyOverlapping authors or contributors · 62%GatedLinear: Adaptive Routing of Complementary Linear Bases for Time Series Forecasting →
“Shared author/contributor keys: lin”

Covers

newsBeyond LoRA: Can you beat the most popular fine-tuning technique?newsOpenAI and Broadcom announce chip designed for LLM inference at scale newsOpenAI and Broadcom unveil LLM-optimized inference chip

Implements

paperPanoWorld: Real-World Panoramic Generation paperDynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation paperGatedLinear: Adaptive Routing of Complementary Linear Bases for Time Series Forecasting paperWat3R: Underwater 3D Geometry Learning without Annotations paperLongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models paperSynthetic-to-Real Translation for Class-Agnostic Motion Prediction paperDominoTree: Conditional Tree-Structured Drafting with Domino for Speculative Decoding paperMM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization paperScaling Behavior Foundation Model for Humanoid Robots paperBeyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding paperWeakly-Supervised RGB-D Salient Object Detection via SAM-driven Pseudo Annotation and State Space Interaction-based Diffusion paperOn Success and Simplicity: A Second Look at Transferable Vision-Language Attack Pipeline paperDepthART: Scaling Foundation Monocular Depth to Tiny Models paperCross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration paperAutoregressive B-Rep Shape Generation with Parametric Surfaces paperMulti-Modal, Multi-Environment Machine Teaching for Robust Reward Learning paperCR-Refiner: An Object-Centric Optimal Transport Reranker for Edit-Conditioned 3D Scene Retrieval paperGATE-3D: Geometry-Aware Test-time Adaptive Reranking for Open-Set 3D Shape Retrieval paperWavefront Parallelization for Efficient Learned Image Compression paperSearch Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation paperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models paperTowards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models paperMonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation paperPost-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape Pre-, Intra-, and Post-CoT Calibration paperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates paperSparse Evidence Can Suffice: Agentic Evidence Seeking for Multimodal Video Misinformation Detection paperPPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning paperVGOcc: Learning Visual-Geometric Gaussians for Vision-Centric 3D Driving Occupancy Prediction paperWhat Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification paperMemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations paperTexture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model paperMedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education paperLocalize, Then Reason: Visual Latent Structural Reasoning for Molecular Properties and Edits paperHumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark paperSNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation paperDiagnosing Dense Same-Class Attribute Misbinding in Large Vision-Language Models paperUniDot: A Unified Network for Sequence Modeling and Feature Interaction in Large-scale Recommendation paperSTAGE: Controlled Objective Admission for Multi-Preference LLM Alignment paperUnlocking the Potential of Image Editing via Concept Scaling and Dense Supervision paperReCal3R: Reliability-Calibrated Learning Rates for Streaming 3D Reconstruction paperLLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability paperSMetric: Rethink LLM Scheduling for Serving Agents with Balanced Session-centric Scheduling paperCan LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction paperSIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning paperChartGenEval: Corruption-Tested Multi-Dimensional Feedback for Rhythm-Game Chart Generation paperEAGLE-360: Embodied Active Global-to-Local Exploration in 360$^\circ$paperRethinking Quantum Continual Learning with Quantum Fisher Information paperFlash EQ-Linear: Accelerating Equivariant Linear Layers via Group-wise Discrete Fourier Transform paperFrom Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework paperCPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing paperScalable Visual Pretraining for Language Intelligence

Related to (incoming)

modeldeepseek-ai/DeepSeek-R1 modelmeta-llama/Meta-Llama-3-8B modelmeta-llama/Llama-3.1-8B-Instruct modelmeta-llama/Llama-2-7b-chat-hf modelmeta-llama/Meta-Llama-3-8B-Instruct modelmeta-llama/Llama-2-7b modelmeta-llama/Llama-3.3-70B-Instruct

Covers (incoming)

newsFine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3 - MarkTechPost

Related across the graph

paperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models paperScalable Visual Pretraining for Language Intelligence tutorialFine-tune a small model on your own data paperDiagnosing Dense Same-Class Attribute Misbinding in Large Vision-Language Models paperPanoWorld: Real-World Panoramic Generation personMengqingCao paperDynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation paperGatedLinear: Adaptive Routing of Complementary Linear Bases for Time Series Forecasting paperWat3R: Underwater 3D Geometry Learning without Annotations paperTexture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model paperWavefront Parallelization for Efficient Learned Image Compression paperLocalize, Then Reason: Visual Latent Structural Reasoning for Molecular Properties and Edits newsOpenAI and Broadcom announce chip designed for LLM inference at scale paperUniDot: A Unified Network for Sequence Modeling and Feature Interaction in Large-scale Recommendation personjohannhartmann persontangefly paperMonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation paperLongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models paperCPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing personfrozenleaves modelmeta-llama/Llama-3.1-8B-Instruct paperSynthetic-to-Real Translation for Class-Agnostic Motion Prediction paperLLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability paperSMetric: Rethink LLM Scheduling for Serving Agents with Balanced Session-centric Scheduling personBugmak3rK paperDominoTree: Conditional Tree-Structured Drafting with Domino for Speculative Decoding paperPost-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape Pre-, Intra-, and Post-CoT Calibration personZeyi-Lin newsOpenAI and Broadcom unveil LLM-optimized inference chip paperMM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization paperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates paperReCal3R: Reliability-Calibrated Learning Rates for Streaming 3D Reconstruction newsFine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3 - MarkTechPost paperFlash EQ-Linear: Accelerating Equivariant Linear Layers via Group-wise Discrete Fourier Transform newsBeyond LoRA: Can you beat the most popular fine-tuning technique?personBUAADreamer paperCan LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction personxvxuopop paperMulti-Modal, Multi-Environment Machine Teaching for Robust Reward Learning personkhazic paperWeakly-Supervised RGB-D Salient Object Detection via SAM-driven Pseudo Annotation and State Space Interaction-based Diffusion personhzhaoy paperSIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning paperMemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations personhiyouga personerictang000 paperOn Success and Simplicity: A Second Look at Transferable Vision-Language Attack Pipeline personJimmyPeilinLi personisLinXu paperVGOcc: Learning Visual-Geometric Gaussians for Vision-Centric 3D Driving Occupancy Prediction paperScaling Behavior Foundation Model for Humanoid Robots persontastelikefeet personsunyi0505 modelmeta-llama/Meta-Llama-3-8B paperGATE-3D: Geometry-Aware Test-time Adaptive Reranking for Open-Set 3D Shape Retrieval paperFrom Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework paperEAGLE-360: Embodied Active Global-to-Local Exploration in 360$^\circ$modeldeepseek-ai/DeepSeek-R1 personmMrBun paperChartGenEval: Corruption-Tested Multi-Dimensional Feedback for Rhythm-Game Chart Generation paperRethinking Quantum Continual Learning with Quantum Fisher Information personLedzy modelmeta-llama/Meta-Llama-3-8B-Instruct modelmeta-llama/Llama-2-7b paperSTAGE: Controlled Objective Admission for Multi-Preference LLM Alignment paperPPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning personcodemayq paperSparse Evidence Can Suffice: Agentic Evidence Seeking for Multimodal Video Misinformation Detection personjohnnynunez paperBeyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding paperCross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration paperTowards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models paperUnlocking the Potential of Image Editing via Concept Scaling and Dense Supervision paperWhat Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification personjiaqiw09 personmarko1616 tutorialEvaluate a model properly personKuangdd01 personwangxingjun778 paperCR-Refiner: An Object-Centric Optimal Transport Reranker for Edit-Conditioned 3D Scene Retrieval paperAutoregressive B-Rep Shape Generation with Parametric Surfaces paperDepthART: Scaling Foundation Monocular Depth to Tiny Models paperHumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark modelmeta-llama/Llama-2-7b-chat-hf paperSNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation modelmeta-llama/Llama-3.3-70B-Instruct paperSearch Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation personshing100 paperMedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education

Topics

agent ai deepseek fine-tuning gemma gpt instruction-tuning large-language-models llama llama3