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Collections including paper arxiv:2505.10475

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 57
Scaling Diffusion Transformers Efficiently via μP

Paper • 2505.15270 • Published May 21, 2025 • 35
Vision Transformers Don't Need Trained Registers

Paper • 2506.08010 • Published Jun 9, 2025 • 22

CoLLM: A Large Language Model for Composed Image Retrieval

Paper • 2503.19910 • Published Mar 25, 2025 • 15
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 82
Dynamic Chunking Diffusion Transformer

Paper • 2603.06351 • Published Mar 6 • 16

Training optimization

The Curse of Depth in Large Language Models

Paper • 2502.05795 • Published Feb 9, 2025 • 40
Transformers without Normalization

Paper • 2503.10622 • Published Mar 13, 2025 • 171
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Learning to Skip the Middle Layers of Transformers

Paper • 2506.21103 • Published Jun 26, 2025 • 18

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 39
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 123
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 79
Reward Reasoning Model

Paper • 2505.14674 • Published May 20, 2025 • 38
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353
AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 46
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 70

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20, 2025 • 28
Autonomy-of-Experts Models

Paper • 2501.13074 • Published Jan 22, 2025 • 44
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12, 2025 • 48
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 129

LLM Pretraining

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 79
Reward Reasoning Model

Paper • 2505.14674 • Published May 20, 2025 • 38
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353
AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 57
Scaling Diffusion Transformers Efficiently via μP

Paper • 2505.15270 • Published May 21, 2025 • 35
Vision Transformers Don't Need Trained Registers

Paper • 2506.08010 • Published Jun 9, 2025 • 22

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 46
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 70

CoLLM: A Large Language Model for Composed Image Retrieval

Paper • 2503.19910 • Published Mar 25, 2025 • 15
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 82
Dynamic Chunking Diffusion Transformer

Paper • 2603.06351 • Published Mar 6 • 16

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20, 2025 • 28
Autonomy-of-Experts Models

Paper • 2501.13074 • Published Jan 22, 2025 • 44
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12, 2025 • 48
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 129

Training optimization

The Curse of Depth in Large Language Models

Paper • 2502.05795 • Published Feb 9, 2025 • 40
Transformers without Normalization

Paper • 2503.10622 • Published Mar 13, 2025 • 171
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Learning to Skip the Middle Layers of Transformers

Paper • 2506.21103 • Published Jun 26, 2025 • 18

LLM Pretraining

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 39
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 123
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

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