Aquileo | AutoLLM (AutoLLM)

AutoLLM

https://AutoLLM.ai

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AI & ML interests

Large language models

authored a paper 6 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

authored 3 papers about 1 year ago

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Sample Efficient Preference Alignment in LLMs via Active Exploration

Paper • 2312.00267 • Published Dec 1, 2023

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 22

authored a paper about 1 year ago

Faster Video Diffusion with Trainable Sparse Attention

Paper • 2505.13389 • Published May 19, 2025 • 38

authored 3 papers about 1 year ago

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch

Paper • 2501.07124 • Published Jan 13, 2025

Tina: Tiny Reasoning Models via LoRA

Paper • 2504.15777 • Published Apr 22, 2025 • 58

AI-University: An LLM-based platform for instructional alignment to scientific classrooms

Paper • 2504.08846 • Published Apr 11, 2025 • 9

authored a paper over 1 year ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14, 2025 • 62

authored 2 papers over 1 year ago

Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions

Paper • 2412.08737 • Published Dec 11, 2024 • 54

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring

Paper • 2501.02045 • Published Jan 3, 2025 • 23

authored 4 papers over 1 year ago

Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation

Paper • 2109.06379 • Published Sep 14, 2021

Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs

Paper • 2406.20098 • Published Jun 28, 2024

O1 Replication Journey: A Strategic Progress Report -- Part 1

Paper • 2410.18982 • Published Oct 8, 2024 • 3

Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models

Paper • 2308.16149 • Published Aug 30, 2023 • 29

authored a paper over 1 year ago

SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation

Paper • 2410.03960 • Published Oct 4, 2024 • 2

authored a paper almost 2 years ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

authored a paper almost 2 years ago

Pandora: Towards General World Model with Natural Language Actions and Video States

Paper • 2406.09455 • Published Jun 12, 2024 • 16

authored 2 papers about 2 years ago

IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Paper • 2404.01266 • Published Apr 1, 2024 • 4

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models

Paper • 2402.02392 • Published Feb 4, 2024 • 6