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Collections including paper arxiv:2410.05258

Selective Attention Improves Transformer

Paper • 2410.02703 • Published Oct 3, 2024 • 24
Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Paper • 2410.05076 • Published Oct 7, 2024 • 8
SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Paper • 2410.13276 • Published Oct 17, 2024 • 26

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Paper • 2409.10516 • Published Sep 16, 2024 • 41
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

Paper • 2409.11242 • Published Sep 17, 2024 • 6
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17, 2024 • 22
On the Diagram of Thought

Paper • 2409.10038 • Published Sep 16, 2024 • 13

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 • 27
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 • 47
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 29

Transformers_PMK

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

about 13 hours ago

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 26
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 41
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 125
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 340
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque

Paper • 2412.13922 • Published Dec 18, 2024

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 54
SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Paper • 2410.13276 • Published Oct 17, 2024 • 26
Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70
Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169

📑 Trending Papers - October 🔟

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169
Baichuan-Omni Technical Report

Paper • 2410.08565 • Published Oct 11, 2024 • 85
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published Oct 22, 2024 • 89
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors

Paper • 2410.16271 • Published Oct 21, 2024 • 81

Model Architecture

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA

Paper • 2410.20672 • Published Oct 28, 2024 • 6
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24

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