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Collections including paper arxiv:2503.02495

Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 15 days ago • 29
World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models

Paper • 2511.22787 • Published 11 days ago • 8

Sparse Mixture of Experts datasets for mathematical reasoning and complex calculations.

open-r1/OpenR1-Math-220k

Viewer • Updated Feb 18 • 450k • 13.8k • 680
QuixiAI/dolphin-r1

Viewer • Updated Jan 30 • 814k • 692 • 290
open-r1/OpenThoughts-114k-math

Viewer • Updated Jan 30 • 89.1k • 662 • 87
open-thoughts/OpenThoughts-114k

Viewer • Updated Aug 31 • 228k • 112k • 773

On Domain-Specific Post-Training for Multimodal Large Language Models

Paper • 2411.19930 • Published Nov 29, 2024 • 29
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective

Paper • 2503.01933 • Published Mar 3 • 13

Mixture-of-Experts and Co

Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11 • 58
Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Paper • 2504.18415 • Published Apr 25 • 47

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 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 15 days ago • 29
World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models

Paper • 2511.22787 • Published 11 days ago • 8

Mixture-of-Experts and Co

Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9

Sparse Mixture of Experts datasets for mathematical reasoning and complex calculations.

open-r1/OpenR1-Math-220k

Viewer • Updated Feb 18 • 450k • 13.8k • 680
QuixiAI/dolphin-r1

Viewer • Updated Jan 30 • 814k • 692 • 290
open-r1/OpenThoughts-114k-math

Viewer • Updated Jan 30 • 89.1k • 662 • 87
open-thoughts/OpenThoughts-114k

Viewer • Updated Aug 31 • 228k • 112k • 773

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11 • 58
Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Paper • 2504.18415 • Published Apr 25 • 47

On Domain-Specific Post-Training for Multimodal Large Language Models

Paper • 2411.19930 • Published Nov 29, 2024 • 29
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 9
Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective

Paper • 2503.01933 • Published Mar 3 • 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 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

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