model training

I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data AAAI 2024 LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024 Memory-Efficient LLM Training with Online Subspace Descent NeurIPS 2024 OLMo: Accelerating the Science of Language Models ACL 2024 On the Use of Anchoring for Training Vision Models NeurIPS 2024 Optimistic Verifiable Training by Controlling Hardware Nondeterminism NeurIPS 2024 Pipeline Parallelism with Controllable Memory NeurIPS 2024 RedPajama: an Open Dataset for Training Large Language Models NeurIPS 2024 Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations NeurIPS 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NeurIPS 2024 Swift Sampler: Efficient Learning of Sampler by 10 Parameters NeurIPS 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024 ZeRO++: Extremely Efficient Collective Communication for Large Model Training ICLR 2024 Accelerating the Training of Video Super-resolution Models AAAI 2023 A fast heuristic to optimize time-space tradeoff for large models NeurIPS 2023 Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices NeurIPS 2023 Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs NSDI 2023 CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023 Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models NeurIPS 2023 DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023 DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023 Efficient Training of Language Models using Few-Shot Learning ICML 2023