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A Latex style and template for paper preprints (based on NIPS style)
Folklore facts on probability distribution learning, testing, and whatever-ing
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
Codebase for Merging Language Models (ICML 2024)
This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].
FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion
A framework for merging models solving different tasks with different initializations into one multi-task model without any additional training
Together Mixture-Of-Agents (MoA) – 65.1% on AlpacaEval with OSS models
Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"
Tools for merging pretrained large language models.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Must-read Papers on Knowledge Editing for Large Language Models.
An Open-Ended Embodied Agent with Large Language Models
The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
[NeurIPS'23] Emergent Correspondence from Image Diffusion
Official code repository for ICLR 2024 paper "DiffusionSat: A Generative Foundation Model for Satellite Imagery"
Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024
Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"