David Mataciunas

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upvoted a paper 7 months ago

Uni-SMART: Universal Science Multimodal Analysis and Research Transformer

Paper • 2403.10301 • Published Mar 15 • 51

upvoted 3 papers 8 months ago

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

Paper • 2402.06619 • Published Feb 9 • 52

OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Paper • 2402.07456 • Published Feb 12 • 41

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Paper • 2402.07827 • Published Feb 12 • 45

upvoted 5 papers 11 months ago

Personas as a Way to Model Truthfulness in Language Models

Paper • 2310.18168 • Published Oct 27, 2023 • 5

Data-Centric Financial Large Language Models

Paper • 2310.17784 • Published Oct 7, 2023 • 14

ControlLLM: Augment Language Models with Tools by Searching on Graphs

Paper • 2310.17796 • Published Oct 26, 2023 • 16

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 69

FP8-LM: Training FP8 Large Language Models

Paper • 2310.18313 • Published Oct 27, 2023 • 31

upvoted 2 papers 12 months ago

AutoMix: Automatically Mixing Language Models

Paper • 2310.12963 • Published Oct 19, 2023 • 14

Large Language Models Cannot Self-Correct Reasoning Yet

Paper • 2310.01798 • Published Oct 3, 2023 • 32

upvoted 36 papers about 1 year ago

Language models in molecular discovery

Paper • 2309.16235 • Published Sep 28, 2023 • 10

Demystifying CLIP Data

Paper • 2309.16671 • Published Sep 28, 2023 • 19

Effective Long-Context Scaling of Foundation Models

Paper • 2309.16039 • Published Sep 27, 2023 • 30

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 34

MotionLM: Multi-Agent Motion Forecasting as Language Modeling

Paper • 2309.16534 • Published Sep 28, 2023 • 15

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models

Paper • 2309.16414 • Published Sep 28, 2023 • 19

Efficient Post-training Quantization with FP8 Formats

Paper • 2309.14592 • Published Sep 26, 2023 • 10

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 43

Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 30

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Paper • 2309.14509 • Published Sep 25, 2023 • 17

WeatherBench 2: A benchmark for the next generation of data-driven global weather models

Paper • 2308.15560 • Published Aug 29, 2023 • 8

LLaSM: Large Language and Speech Model

Paper • 2308.15930 • Published Aug 30, 2023 • 29

The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants

Paper • 2308.16884 • Published Aug 31, 2023 • 8

Self-Alignment with Instruction Backtranslation

Paper • 2308.06259 • Published Aug 11, 2023 • 40

BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents

Paper • 2308.05960 • Published Aug 11, 2023 • 18

PIPPA: A Partially Synthetic Conversational Dataset

Paper • 2308.05884 • Published Aug 11, 2023 • 29

DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales

Paper • 2308.01320 • Published Aug 2, 2023 • 44

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

Paper • 2307.16449 • Published Jul 31, 2023 • 15

LLM-Rec: Personalized Recommendation via Prompting Large Language Models

Paper • 2307.15780 • Published Jul 24, 2023 • 24

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Paper • 2307.15818 • Published Jul 28, 2023 • 27

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Paper • 2307.16789 • Published Jul 31, 2023 • 98

PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization

Paper • 2307.15199 • Published Jul 27, 2023 • 11

Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding

Paper • 2307.15337 • Published Jul 28, 2023 • 36

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Paper • 2307.15217 • Published Jul 27, 2023 • 36

Med-Flamingo: a Multimodal Medical Few-shot Learner

Paper • 2307.15189 • Published Jul 27, 2023 • 22

MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimation

Paper • 2307.14460 • Published Jul 26, 2023 • 8

PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback

Paper • 2307.14936 • Published Jul 27, 2023 • 42

WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 23

Measuring Faithfulness in Chain-of-Thought Reasoning

Paper • 2307.13702 • Published Jul 17, 2023 • 27

ARB: Advanced Reasoning Benchmark for Large Language Models

Paper • 2307.13692 • Published Jul 25, 2023 • 17

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Paper • 2307.13269 • Published Jul 25, 2023 • 31

Evaluating the Ripple Effects of Knowledge Editing in Language Models

Paper • 2307.12976 • Published Jul 24, 2023 • 11

PUMA: Secure Inference of LLaMA-7B in Five Minutes

Paper • 2307.12533 • Published Jul 24, 2023 • 13

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Paper • 2307.12856 • Published Jul 24, 2023 • 35

3D-LLM: Injecting the 3D World into Large Language Models

Paper • 2307.12981 • Published Jul 24, 2023 • 35

Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Paper • 2307.11768 • Published Jul 17, 2023 • 12