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Mini toolsPapers
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FlashAttention: Fast and Memory-Efficient Exact Attention with IO-AwarenessMassachusetts Institute of Technology, Stanford University
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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
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ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest
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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
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MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest
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M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
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Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
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PinnerFormer: Sequence Modeling for User Representation at Pinterest
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PinnerFormer: Sequence Modeling for User Representation at Pinterest
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Hierarchical Text-Conditional Image Generation with CLIP Latents
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Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
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Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
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Training Compute-Optimal Large Language Models
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CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
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Learning When to Translate for Streaming Speech
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Training a Tokenizer for Free with Private Federated Learning
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Training Language Models to Follow Instructions with Human Feedback
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FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
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Competition-Level Code Generation with AlphaCode
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Low-Overhead Fault-Tolerant Quantum Error Correction with the Surface-GKP Code
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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
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ML-Decoder: Scalable and Versatile Classification Head
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A Mathematical Framework for Transformer Circuits
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Training Verifiers to Solve Math Word Problems
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Improving language models by retrieving from trillions of tokens
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On-device Panoptic Segmentation for Camera Using Transformers
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Merlion: A Machine Learning Library for Time Series
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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
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AGENT: A Benchmark for Core Psychological Reasoning
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Highly accurate protein structure predictionwith AlphaFold
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LoRA: Low-Rank Adaptation of Large Language Models
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AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE
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M6: A Chinese Multimodal Pretrainer
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Holographic dynamics simulations with a trapped ion quantum computer
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An autonomous debating system (Project Debater)
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Learning Transferable Visual Models From Natural Language Supervision
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Learning Transferable Visual Models From Natural Language Supervision
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Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
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PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest
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Denoising Diffusion Probabilistic Models
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ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
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NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
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Scaling Laws for Neural Language Models
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Dota 2 with Large Scale Deep Reinforcement Learning
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PyTorch: An Imperative Style, High-Performance Deep Learning Library
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Overton: A Data System for Monitoring and Improving Machine-Learned Products
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StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
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RoBERTa: A Robustly Optimized BERT Pretraining Approach
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D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
