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Collections including paper arxiv:2406.16758

Papers to Read & Models to See

Papers for me to read and models to take a look at later

We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation

Paper • 2406.10561 • Published Jun 15 • 1
AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design

Paper • 2405.03680 • Published May 6 • 1
ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data

Paper • 2209.08203 • Published Sep 17, 2022 • 1
SeaLLMs -- Large Language Models for Southeast Asia

Paper • 2312.00738 • Published Dec 1, 2023 • 23

Papers - Inference - Speculative Decoding

Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters

Paper • 2406.16758 • Published Jun 24 • 19

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24 • 11
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 85
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27 • 30

Inference speed

FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 35
Co-training and Co-distillation for Quality Improvement and Compression of Language Models

Paper • 2311.02849 • Published Nov 6, 2023 • 3
Prompt Cache: Modular Attention Reuse for Low-Latency Inference

Paper • 2311.04934 • Published Nov 7, 2023 • 28
Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 118

MADLAD-400: A Multilingual And Document-Level Large Audited Dataset

Paper • 2309.04662 • Published Sep 9, 2023 • 22
Neurons in Large Language Models: Dead, N-gram, Positional

Paper • 2309.04827 • Published Sep 9, 2023 • 16
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs

Paper • 2309.05516 • Published Sep 11, 2023 • 9
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs

Paper • 2309.03907 • Published May 18, 2023 • 8

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