Chris Lesniewski

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upvoted a collection 28 days ago

Jamba-1.5

Collection

The AI21 Jamba family of models are state-of-the-art, hybrid SSM-Transformer instruction following foundation models • 2 items • Updated 29 days ago • 71

upvoted a paper 4 months ago

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 63

upvoted 11 papers 6 months ago

RealCompo: Dynamic Equilibrium between Realism and Compositionality Improves Text-to-Image Diffusion Models

Paper • 2402.12908 • Published Feb 20 • 7

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 51

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 38

Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15 • 21

Rolling Diffusion Models

Paper • 2402.09470 • Published Feb 12 • 9

Premise Order Matters in Reasoning with Large Language Models

Paper • 2402.08939 • Published Feb 14 • 24

Computing Power and the Governance of Artificial Intelligence

Paper • 2402.08797 • Published Feb 13 • 11

Transformers Can Achieve Length Generalization But Not Robustly

Paper • 2402.09371 • Published Feb 14 • 12

GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency

Paper • 2402.08855 • Published Feb 13 • 9

RT-H: Action Hierarchies Using Language

Paper • 2403.01823 • Published Mar 4 • 7

Chronos: Learning the Language of Time Series

Paper • 2403.07815 • Published Mar 12 • 45

upvoted 47 papers 7 months ago

Unifying Vision, Text, and Layout for Universal Document Processing

Paper • 2212.02623 • Published Dec 5, 2022 • 10

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21 • 110

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Paper • 2402.14658 • Published Feb 22 • 82

Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23 • 70

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 94

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79

The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry

Paper • 2402.04347 • Published Feb 6 • 13

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 36

Fast Timing-Conditioned Latent Audio Diffusion

Paper • 2402.04825 • Published Feb 7 • 7

Hydragen: High-Throughput LLM Inference with Shared Prefixes

Paper • 2402.05099 • Published Feb 7 • 18

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay

Paper • 2402.04858 • Published Feb 7 • 14

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109

Scaling Laws for Downstream Task Performance of Large Language Models

Paper • 2402.04177 • Published Feb 6 • 17

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6 • 12

Multi-line AI-assisted Code Authoring

Paper • 2402.04141 • Published Feb 6 • 9

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 25

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5 • 67

Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5 • 64

Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion

Paper • 2402.03162 • Published Feb 5 • 17

Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization

Paper • 2402.03161 • Published Feb 5 • 14

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5 • 12

Code Representation Learning At Scale

Paper • 2402.01935 • Published Feb 2 • 12

DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing

Paper • 2402.02583 • Published Feb 4 • 7

ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation

Paper • 2402.04324 • Published Feb 6 • 23

Lumos : Empowering Multimodal LLMs with Scene Text Recognition

Paper • 2402.08017 • Published Feb 12 • 24

Mixtures of Experts Unlock Parameter Scaling for Deep RL

Paper • 2402.08609 • Published Feb 13 • 34

BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Paper • 2402.08093 • Published Feb 12 • 54

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 36

Repeat After Me: Transformers are Better than State Space Models at Copying

Paper • 2402.01032 • Published Feb 1 • 22

Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2 • 14

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 78

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Paper • 2402.00159 • Published Jan 31 • 59

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1 • 19

Efficient Exploration for LLMs

Paper • 2402.00396 • Published Feb 1 • 21

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

Paper • 2402.06619 • Published Feb 9 • 52

Keyframer: Empowering Animation Design using Large Language Models

Paper • 2402.06071 • Published Feb 8 • 13

DeAL: Decoding-time Alignment for Large Language Models

Paper • 2402.06147 • Published Feb 5 • 7

Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning

Paper • 2402.06102 • Published Feb 8 • 4

Model Editing with Canonical Examples

Paper • 2402.06155 • Published Feb 9 • 11

A Tale of Tails: Model Collapse as a Change of Scaling Laws

Paper • 2402.07043 • Published Feb 10 • 13

Suppressing Pink Elephants with Direct Principle Feedback

Paper • 2402.07896 • Published Feb 12 • 9

ODIN: Disentangled Reward Mitigates Hacking in RLHF

Paper • 2402.07319 • Published Feb 11 • 13

LiRank: Industrial Large Scale Ranking Models at LinkedIn

Paper • 2402.06859 • Published Feb 10 • 8

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Paper • 2402.07872 • Published Feb 12 • 15

Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion

Paper • 2401.17583 • Published Jan 31 • 25

Advances in 3D Generation: A Survey

Paper • 2401.17807 • Published Jan 31 • 17

Anything in Any Scene: Photorealistic Video Object Insertion

Paper • 2401.17509 • Published Jan 30 • 16