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Collections including paper arxiv:2404.14619

Papers - OpenELM

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126
apple/OpenELM-450M

Text Generation • Updated Jul 18, 2024 • 268 • 24
apple/OpenELM-3B

Text Generation • Updated Jul 18, 2024 • 265 • 118
apple/OpenELM-3B-Instruct

Text Generation • Updated Jul 18, 2024 • 7.45k • 327

Papers - Fine-tuning - DoRA

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126

Papers - Fine-tuning - PEFT

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning

Paper • 2303.15647 • Published Mar 28, 2023 • 4
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer

Paper • 2205.12148 • Published May 24, 2022 • 2
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published 22 days ago • 41

Papers - Fine-tuning - Dataset - Instruct - UltraFeedback

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126

Papers - MobiLlama

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126

Papers - Attention - Flash Attention

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126
ThunderKittens: Simple, Fast, and Adorable AI Kernels

Paper • 2410.20399 • Published Oct 27, 2024 • 1

High Impact Papers

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 254
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations

Paper • 2402.07023 • Published Feb 10, 2024 • 4
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment

Paper • 2405.01481 • Published May 2, 2024 • 26

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 88
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Paper • 2404.10667 • Published Apr 16, 2024 • 18
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 25
DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14, 2024 • 26

Foundation Models

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 82
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8, 2024 • 61
StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 29
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 56

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