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8 days ago
8 days ago
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Discover the best community collections!
Collections including paper arxiv:2205.13147
Collection by
Nov 6, 2024
Nov 6, 2024
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Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Paper • 2306.00989 • Published • 1 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 52 -
Scalable Diffusion Models with Transformers
Paper • 2212.09748 • Published • 18 -
Matryoshka Representation Learning
Paper • 2205.13147 • Published • 11
Collection by
Jul 16, 2024
Jul 16, 2024
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XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
Paper • 2404.15420 • Published • 8 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 127 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 256 -
How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study
Paper • 2404.14047 • Published • 45
Collection by
8 days ago
8 days ago
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All you need is a good init
Paper • 1511.06422 • Published • 1 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 22 -
Efficient Transformer Encoders for Mask2Former-style models
Paper • 2404.15244 • Published • 1 -
Deep Residual Learning for Image Recognition
Paper • 1512.03385 • Published • 6
Collection by
Apr 19, 2024
Apr 19, 2024
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GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
Paper • 2112.07577 • Published -
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Paper • 2104.06979 • Published -
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Paper • 2212.03533 • Published • 1 -
SimCSE: Simple Contrastive Learning of Sentence Embeddings
Paper • 2104.08821 • Published
Collection by
8 days ago
8 days ago
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Gecko: Versatile Text Embeddings Distilled from Large Language Models
Paper • 2403.20327 • Published • 48 -
Round and Round We Go! What makes Rotary Positional Encodings useful?
Paper • 2410.06205 • Published • 1 -
Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 90 -
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
Paper • 2410.20771 • Published • 3
Collection by
8 days ago
8 days ago
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Wide Residual Networks
Paper • 1605.07146 • Published • 2 -
Characterizing signal propagation to close the performance gap in unnormalized ResNets
Paper • 2101.08692 • Published • 2 -
Pareto-Optimal Quantized ResNet Is Mostly 4-bit
Paper • 2105.03536 • Published • 2 -
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Paper • 2106.01548 • Published • 2
Collection by
Jun 15, 2024
Jun 15, 2024
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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
Paper • 2402.09320 • Published • 6 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 116
Collection by
Sep 12, 2024
Sep 12, 2024
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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
Paper • 2402.09320 • Published • 6 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 116
Collection by
May 24, 2024
May 24, 2024
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DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
Paper • 2401.02954 • Published • 43 -
Qwen Technical Report
Paper • 2309.16609 • Published • 35 -
GPT-4 Technical Report
Paper • 2303.08774 • Published • 5 -
Gemini: A Family of Highly Capable Multimodal Models
Paper • 2312.11805 • Published • 44