conftrace_

model training

137 papers

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Co-occurring keywords

large language model (13587) neural network optimization (1293) neural network (6616) model compression (3302) federated learning (1333) language model (4599) deep neural network (1803) differential privacy (1016) neural network training (309) representation learning (6206)

Papers

Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024
RedPajama: an Open Dataset for Training Large Language Models NIPS 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models NIPS 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024
OLMo: Accelerating the Science of Language Models ACL 2024
BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024
On the Use of Anchoring for Training Vision Models NIPS 2024
Constant Acceleration Flow NIPS 2024
Accelerating the Training of Video Super-resolution Models AAAI 2023
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models EMNLP 2023
nerblackbox: A High-level Library for Named Entity Recognition in Python EMNLP 2023
FFCV: Accelerating Training by Removing Data Bottlenecks CVPR 2023
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model JMLR 2023
Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023
A fast heuristic to optimize time-space tradeoff for large models NIPS 2023
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs NSDI 2023
SQLFlow: An Extensible Toolkit Integrating DB and AI JMLR 2023
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression ICML 2023
Efficient Training of Language Models using Few-Shot Learning ICML 2023
DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023
Industry-Scale Orchestrated Federated Learning for Drug Discovery AAAI 2023
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023
Sparsity-Preserving Differentially Private Training of Large Embedding Models NIPS 2023