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Collections including paper arxiv:2412.18653

Model Optimization

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Paper • 2407.08608 • Published Jul 11, 2024 • 1
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14 • 53
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27 • 20

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Edicho: Consistent Image Editing in the Wild

Paper • 2412.21079 • Published Dec 30, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Papers Storm 🌪️

A curated collection of research papers referenced in Panoram'IA program, offering a comprehensive resource for further exploration.

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Generative World Explorer

Paper • 2411.11844 • Published Nov 18, 2024 • 77
Video Depth without Video Models

Paper • 2411.19189 • Published Nov 28, 2024 • 39
Mobile Video Diffusion

Paper • 2412.07583 • Published Dec 10, 2024 • 20

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 626
BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published Nov 7, 2024 • 69
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Paper • 2412.16112 • Published Dec 20, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Model Optimization

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Paper • 2407.08608 • Published Jul 11, 2024 • 1
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Papers Storm 🌪️

A curated collection of research papers referenced in Panoram'IA program, offering a comprehensive resource for further exploration.

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Generative World Explorer

Paper • 2411.11844 • Published Nov 18, 2024 • 77
Video Depth without Video Models

Paper • 2411.19189 • Published Nov 28, 2024 • 39
Mobile Video Diffusion

Paper • 2412.07583 • Published Dec 10, 2024 • 20

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14 • 53
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27 • 20

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 626
BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published Nov 7, 2024 • 69
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105

Edicho: Consistent Image Editing in the Wild

Paper • 2412.21079 • Published Dec 30, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Paper • 2412.16112 • Published Dec 20, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85

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