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Research

A collection of 83 posts

Research July 01, 2024

RouteLLM-Learning to Route LLMs with Preference Data

Abstract

1 min read
Research July 01, 2024

AI Agents That Matter

Abstract

1 min read
Research June 25, 2024

Data curation via joint example selection further accelerates multimodal learning

Abstract

1 min read
Research June 20, 2024

Connecting the Dots - LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Abstract

1 min read
Research June 13, 2024

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Monte Carlo Trees with Llama-3 8B solve mathematics limitations of LLMs

1 min read
Research June 13, 2024

Depth Anything V2

Samba architecture achieves 3.73x faster throughput with enhanced context

1 min read
Research June 11, 2024

Samba - Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

Samba architecture achieves 3.73x faster throughput with enhanced context

1 min read
Research May 16, 2024

Chameleon - Mixed-Modal Early-Fusion Foundation Models

Chameleon integrates images and text, achieving state-of-the-art performance.

1 min read
Research May 16, 2024

CAT3D - Create Anything in 3D with Multi-View Diffusion Models

CAT3D generates high-quality 3D content quickly with multi-view diffusion models.

1 min read
Research May 15, 2024

LoRA Learns Less and Forgets Less

LoRA compared to full finetuning, shows strong regularization effects..

1 min read
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