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Collections including paper arxiv:2212.09748

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 145
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 36.6M • • 3.4k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 15.5M • 4.22k

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2, 2025 • 87
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 109
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16, 2025 • 87
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16, 2025 • 28

Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models

Paper • 2409.07452 • Published Sep 11, 2024 • 21
Generating 3D-Consistent Videos from Unposed Internet Photos

Paper • 2411.13549 • Published Nov 20, 2024
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion

Paper • 2411.04928 • Published Nov 7, 2024 • 56
CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models

Paper • 2412.12093 • Published Dec 16, 2024

2023 (and before) Papers of the Year

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles

Paper • 2306.00989 • Published Jun 1, 2023 • 2
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 72
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Matryoshka Representation Learning

Paper • 2205.13147 • Published May 26, 2022 • 30

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 152
Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
GLU Variants Improve Transformer

Paper • 2002.05202 • Published Feb 12, 2020 • 5
StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 160

2026 - Reading AI Research Papers with Ajinkya

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 249
A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14, 2025 • 35
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Paper • 2403.03206 • Published Mar 5, 2024 • 72

kaupane/DiT-Wikiart-Large

Text-to-Image • 0.2B • Updated Nov 1, 2025 • 16 • 1
kaupane/DiT-Wikiart-Small

Text-to-Image • 22M • Updated Nov 1, 2025 • 20
kaupane/DiT-Wikiart-Base

Text-to-Image • 90.3M • Updated Nov 1, 2025 • 18
Running on Zero

Agents

3

Diffusion

🔥

3

Custom DiT models trained on Wikiart dataset.

image-generation

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
black-forest-labs/FLUX.1-dev

Text-to-Image • 12B • Updated Jun 27, 2025 • 662k • • 15.5k
Qwen/Qwen2-VL-7B-Instruct

Image-Text-to-Text • 8B • Updated Feb 6, 2025 • 662k • 1.29k
zer0int/CLIP-GmP-ViT-L-14

Zero-Shot Image Classification • 0.4B • Updated Jan 25 • 7.85k • 522

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 22
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 19

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 145
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 36.6M • • 3.4k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 15.5M • 4.22k

2026 - Reading AI Research Papers with Ajinkya

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 249
A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14, 2025 • 35
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Paper • 2403.03206 • Published Mar 5, 2024 • 72

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2, 2025 • 87
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 109
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16, 2025 • 87
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16, 2025 • 28

kaupane/DiT-Wikiart-Large

Text-to-Image • 0.2B • Updated Nov 1, 2025 • 16 • 1
kaupane/DiT-Wikiart-Small

Text-to-Image • 22M • Updated Nov 1, 2025 • 20
kaupane/DiT-Wikiart-Base

Text-to-Image • 90.3M • Updated Nov 1, 2025 • 18
Running on Zero

Agents

3

Diffusion

🔥

3

Custom DiT models trained on Wikiart dataset.

Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models

Paper • 2409.07452 • Published Sep 11, 2024 • 21
Generating 3D-Consistent Videos from Unposed Internet Photos

Paper • 2411.13549 • Published Nov 20, 2024
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion

Paper • 2411.04928 • Published Nov 7, 2024 • 56
CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models

Paper • 2412.12093 • Published Dec 16, 2024

image-generation

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
black-forest-labs/FLUX.1-dev

Text-to-Image • 12B • Updated Jun 27, 2025 • 662k • • 15.5k
Qwen/Qwen2-VL-7B-Instruct

Image-Text-to-Text • 8B • Updated Feb 6, 2025 • 662k • 1.29k
zer0int/CLIP-GmP-ViT-L-14

Zero-Shot Image Classification • 0.4B • Updated Jan 25 • 7.85k • 522

2023 (and before) Papers of the Year

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles

Paper • 2306.00989 • Published Jun 1, 2023 • 2
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 72
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Matryoshka Representation Learning

Paper • 2205.13147 • Published May 26, 2022 • 30

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 152
Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
GLU Variants Improve Transformer

Paper • 2002.05202 • Published Feb 12, 2020 • 5
StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 160

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 22
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 19

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