adamelliotfields (Adam Fields)

upvoted a paper 1 day ago

ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models

Paper • 2312.06573 • Published Dec 11, 2023 • 1

upvoted an article 4 days ago

Article

Accelerate 1.0.0

7 days ago

• 31

upvoted a paper 16 days ago

Common Diffusion Noise Schedules and Sample Steps are Flawed

Paper • 2305.08891 • Published May 15, 2023 • 8

upvoted 2 articles 17 days ago

Article

Memory-efficient Diffusion Transformers with Quanto and Diffusers

Jul 30

• 50

Article

Train your ControlNet with diffusers

Mar 24, 2023

• 16

upvoted 2 papers 19 days ago

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3 • 28

Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 6

upvoted a paper 21 days ago

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Paper • 2403.03206 • Published Mar 5 • 56

upvoted 13 papers 22 days ago

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31 • 63

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 138

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 84

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 149

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2 • 114

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 108

PuLID: Pure and Lightning ID Customization via Contrastive Alignment

Paper • 2404.16022 • Published Apr 24 • 19

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 103

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18 • 63

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8 • 42

upvoted 4 articles about 1 month ago

Article

From OpenAI to Open LLMs with Messages API

Feb 8

• 11

Article

Introduction to ggml

Aug 13

• 91

Article

Welcome FalconMamba: The first strong attention-free 7B model

Aug 12

• 96

Article

Clarity AI Upscaler Reproduction

By

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Jul 30

• 16

upvoted a paper about 1 month ago

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 64

upvoted an article about 1 month ago

Article

Deprecation of Git Authentication using password

Aug 25, 2023

• 14

upvoted an article about 2 months ago

Article

Inference for PROs

Sep 22, 2023

• 39

upvoted 5 papers about 2 months ago

Prompt-to-Prompt Image Editing with Cross Attention Control

Paper • 2208.01626 • Published Aug 2, 2022 • 2

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Paper • 2211.01324 • Published Nov 2, 2022 • 3

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

Paper • 2402.14167 • Published Feb 21 • 10

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation

Paper • 2406.02347 • Published Jun 4 • 1

Mixture of Diffusers for scene composition and high resolution image generation

Paper • 2302.02412 • Published Feb 5, 2023 • 1

upvoted an article about 2 months ago

Article

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

Jul 23

• 193

upvoted a paper 2 months ago

Annotated History of Modern AI and Deep Learning

Paper • 2212.11279 • Published Dec 21, 2022 • 1

upvoted an article 2 months ago

Article

Exploring simple optimizations for SDXL

Oct 24, 2023

• 4

upvoted 2 papers 2 months ago

Score-Based Generative Modeling through Stochastic Differential Equations

Paper • 2011.13456 • Published Nov 26, 2020 • 2

Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 13

upvoted 8 articles 2 months ago

Article

How OpenGPT 4o works

By

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Jul 17

• 29

Article

Simple considerations for simple people building fancy neural networks

Feb 25, 2021

• 2

Article

Stable Diffusion with 🧨 Diffusers

Aug 22, 2022

• 22

Article

Don't repeat yourself - 🤗 Transformers Design Philosophy

Apr 5, 2022

• 11

Article

Deploy hundreds of open source models on one GPU using LoRAX

By

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Jul 18

• 3

Article

In-browser LLM app in pure Python: Gemini Nano + Gradio-Lite

By

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Jul 12

• 8

Article

Announcing New Hugging Face and Keras NLP integration

Jul 10

• 29

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 242

upvoted a paper 2 months ago

TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents

Paper • 1901.08149 • Published Jan 23, 2019 • 3

upvoted an article 3 months ago

Article

Hugging Face's TensorFlow Philosophy

Aug 12, 2022

• 2

upvoted a collection 3 months ago

datasets

Collection

datasets for machine learning projects 🤗 • 48 items • Updated 29 days ago • 2

upvoted an article 3 months ago

Article

LoRA training scripts of the world, unite!

Jan 2

• 37

upvoted 2 collections 3 months ago

Recent highlights

Collection

Some recent models worth checking out • 15 items • Updated 2 days ago • 23

Recent models: last 100 repos, sorted by creation date

Collection

The last 100 repos I have created. Sorted by creation date descending, so the most recently created repos appear at the top. • 121 items • Updated Jan 31 • 489

upvoted a paper 3 months ago

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125

upvoted an article 3 months ago

Article

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Feb 10, 2023

• 35

upvoted a collection 3 months ago

Awesome SFT datasets

Collection

A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12 • 111

upvoted an article 3 months ago

Article

MobileNet-V4 (now in timm)

By

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Jun 17

• 37

upvoted 4 papers 3 months ago

Teaching Machines to Read and Comprehend

Paper • 1506.03340 • Published Jun 10, 2015 • 2

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Paper • 2305.10973 • Published May 18, 2023 • 30

Caffe: Convolutional Architecture for Fast Feature Embedding

Paper • 1408.5093 • Published Jun 20, 2014 • 1

Theano: A Python framework for fast computation of mathematical expressions

Paper • 1605.02688 • Published May 9, 2016 • 1

Adam Fields PRO

AI & ML interests

Organizations

adamelliotfields's activity

Accelerate 1.0.0

Memory-efficient Diffusion Transformers with Quanto and Diffusers

Train your ControlNet with diffusers

From OpenAI to Open LLMs with Messages API

Introduction to ggml

Welcome FalconMamba: The first strong attention-free 7B model

Clarity AI Upscaler Reproduction

Deprecation of Git Authentication using password

Inference for PROs

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

Exploring simple optimizations for SDXL

How OpenGPT 4o works

Simple considerations for simple people building fancy neural networks

Stable Diffusion with 🧨 Diffusers

Don't repeat yourself - 🤗 Transformers Design Philosophy

Deploy hundreds of open source models on one GPU using LoRAX

In-browser LLM app in pure Python: Gemini Nano + Gradio-Lite

Announcing New Hugging Face and Keras NLP integration

SmolLM - blazingly fast and remarkably powerful

Hugging Face's TensorFlow Philosophy

LoRA training scripts of the world, unite!

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

MobileNet-V4 (now in timm)