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Official repository of In-Context LoRA for Diffusion Transformers

1,402 74 Updated Dec 20, 2024

A course on aligning smol models.

Jupyter Notebook 3,576 1,115 Updated Dec 23, 2024

A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.

Python 1,592 62 Updated Dec 23, 2024

"Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024

Python 14 1 Updated Dec 20, 2024
Python 9 Updated Dec 9, 2024

Simple, unified interface to multiple Generative AI providers

Python 9,371 837 Updated Dec 27, 2024

Active Example Selection for In-Context Learning (EMNLP'22)

Python 47 2 Updated Jul 22, 2024

LLMs as Method Actors: A Model for Prompt Engineering and Architecture

Python 44 3 Updated Nov 11, 2024

My take on Flow Matching

Jupyter Notebook 26 1 Updated Nov 9, 2024

A Tutorial for Diffusion Models

Jupyter Notebook 41 4 Updated Jul 17, 2023

[EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism". (by Anhao Zhao)

Python 14 Updated Oct 8, 2024

Code for 'In-Context Learning Learns Label Relationships but Is Not Conventional Learning'.

Jupyter Notebook 2 Updated Mar 13, 2024

code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning

Jupyter Notebook 8 Updated Nov 17, 2024

Source code for paper Are Human-generated Demonstrations Necessary for In-context Learning

Python 9 Updated Jan 21, 2024

Clustering & Time Series Forecasting of Milan's Telecommunication data

Jupyter Notebook 13 4 Updated Feb 15, 2023

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

9,899 2,135 Updated Dec 11, 2024

Evaluating Label Bias in LLMs

Python 1 Updated May 17, 2024
Python 3 Updated Jun 14, 2024

Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"

Python 35 Updated Jun 7, 2024

A codebase for ACL 2023 paper: Mitigating Label Biases for In-context Learning

Python 9 1 Updated Aug 4, 2023

Few-shot Learning of GPT-3

Python 344 52 Updated Sep 18, 2023

a combination of probabilistic forecasting of time series and optimal timing model

Python 4 Updated Sep 21, 2023

Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"

Python 55 3 Updated Jul 2, 2024

Bayesian Low-Rank Adaptation for Large Language Models

Python 28 3 Updated Jun 22, 2024

ICLR 2024 spotlight

Python 272 46 Updated Jun 6, 2024
Jupyter Notebook 22 1 Updated May 2, 2024

Deep learning-based outlier/anomaly detection

Python 448 52 Updated Sep 14, 2024
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