model training

Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023 Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model JMLR 2023 FFCV: Accelerating Training by Removing Data Bottlenecks CVPR 2023 Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression ICML 2023 Industry-Scale Orchestrated Federated Learning for Drug Discovery AAAI 2023 Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models EMNLP 2023 ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023 nerblackbox: A High-level Library for Named Entity Recognition in Python EMNLP 2023 Privacy Auditing with One (1) Training Run NeurIPS 2023 SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing ICLR 2023 Sparsity-Preserving Differentially Private Training of Large Embedding Models NeurIPS 2023 SQLFlow: An Extensible Toolkit Integrating DB and AI JMLR 2023 Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023 AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning NeurIPS 2022 Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NeurIPS 2022 Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models NSDI 2022 CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022 Data Selection Curriculum for Neural Machine Translation EMNLP 2022 DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop EMNLP 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022 Optimising Equal Opportunity Fairness in Model Training NAACL 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022