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Collections including paper arxiv:2404.15045

Papers - University - Tsinghua University

Condition-Aware Neural Network for Controlled Image Generation

Paper • 2404.01143 • Published Apr 1, 2024 • 13
FlexiDreamer: Single Image-to-3D Generation with FlexiCubes

Paper • 2404.00987 • Published Apr 1, 2024 • 22
Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2, 2024 • 44
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline

Paper • 2404.02893 • Published Apr 3, 2024 • 21

Papers - Microsoft

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 32
GaussianCube: Structuring Gaussian Splatting using Optimal Transport for 3D Generative Modeling

Paper • 2403.19655 • Published Mar 28, 2024 • 19
WavLLM: Towards Robust and Adaptive Speech Large Language Model

Paper • 2404.00656 • Published Mar 31, 2024 • 11
Enabling Memory Safety of C Programs using LLMs

Paper • 2404.01096 • Published Apr 1, 2024 • 1

Larimar: Large Language Models with Episodic Memory Control

Paper • 2403.11901 • Published Mar 18, 2024 • 33
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints

Paper • 2212.05055 • Published Dec 9, 2022 • 5
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2, 2024 • 104
Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23, 2024 • 60

Crystalcareai/GemMoE-Beta-1

Text Generation • Updated Mar 20, 2024 • 398 • 79
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11, 2024 • 37
Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23, 2024 • 60

Papers - Pre-training

Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning

Paper • 2310.20587 • Published Oct 31, 2023 • 18
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 105
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 26
LIMA: Less Is More for Alignment

Paper • 2305.11206 • Published May 18, 2023 • 23

FAX: Scalable and Differentiable Federated Primitives in JAX

Paper • 2403.07128 • Published Mar 11, 2024 • 13
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Paper • 2403.12895 • Published Mar 19, 2024 • 32
Measuring Style Similarity in Diffusion Models

Paper • 2404.01292 • Published Apr 1, 2024 • 17
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11, 2024 • 37

Papers - MoE - Attention

Mixture of Attention Heads: Selecting Attention Heads Per Token

Paper • 2210.05144 • Published Oct 11, 2022 • 2
Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23, 2024 • 60

ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23, 2024 • 19
Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28, 2024 • 107
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29, 2024 • 12
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2, 2024 • 104

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23, 2024 • 60

Papers - Attention

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

Paper • 2402.10644 • Published Feb 16, 2024 • 80
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Paper • 2305.13245 • Published May 22, 2023 • 5
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23, 2024 • 19
Sequence Parallelism: Long Sequence Training from System Perspective

Paper • 2105.13120 • Published May 26, 2021 • 5

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