gigant (Théo Gigant)

upvoted a paper 20 days ago

Contextual Position Encoding: Learning to Count What's Important

Paper • 2405.18719 • Published May 29 • 5

upvoted a paper 21 days ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published 28 days ago • 109

upvoted a paper about 1 month ago

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3 • 74

upvoted 2 papers about 2 months ago

Harvesting Textual and Structured Data from the HAL Publication Repository

Paper • 2407.20595 • Published Jul 30 • 21

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens

Paper • 2406.11271 • Published Jun 17 • 18

upvoted an article about 2 months ago

Article

Docmatix - a huge dataset for Document Visual Question Answering

Jul 18

• 63

upvoted 2 articles 2 months ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 242

Article

ColPali: Efficient Document Retrieval with Vision Language Models 👀

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Jul 5

• 85

upvoted a paper 2 months ago

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10 • 64

upvoted 4 papers 3 months ago

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Paper • 2407.03320 • Published Jul 3 • 92

upvoted 2 articles 3 months ago

Article

An Analysis of Chinese LLM Censorship and Bias with Qwen 2 Instruct

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Jun 11

• 45

Article

Vision Language Models Explained

Apr 11

• 176

upvoted 4 articles 4 months ago

Article

Uncensor any LLM with abliteration

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Jun 13

• 312

Article

Explaining the SDXL latent space

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May 20

• 29

Article

AI has a problem with objectifying women

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May 24

• 54

Article

MobileNet-V4 (now in timm)

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Jun 17

• 37

upvoted a paper 4 months ago

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125

upvoted an article 4 months ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 192

upvoted a paper 5 months ago

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 98

upvoted 2 articles 5 months ago

Article

Improving Prompt Consistency with Structured Generations

Apr 30

• 52

Article

seemore: Implement a Vision Language Model from Scratch

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Jun 23

• 56

upvoted 2 collections 5 months ago

Vision Language Models Papers 🖼️💬📝

Collection

Papers about vision-language models, most important ones are on top of the list. • 27 items • Updated Apr 30 • 32

Idefics2 🐶

Collection

Idefics2-8B is a foundation vision-language model. In this collection, you will find the models, datasets and demo related to its creation. • 11 items • Updated May 6 • 88

upvoted 2 articles 5 months ago

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15

• 160

Article

🥐CroissantLLM: A Truly Bilingual French-English Language Model

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Feb 5

• 7

upvoted 2 papers 7 months ago

FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction

Paper • 2305.02549 • Published May 4, 2023 • 6

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 36

upvoted a paper 9 months ago

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 10

upvoted a collection 11 months ago

Vigogne 🦙

Collection

Llama-based French chat LLMs • 11 items • Updated Feb 6 • 4

upvoted a paper 11 months ago

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Paper • 2306.16527 • Published Jun 21, 2023 • 47

upvoted a collection 12 months ago

Computer Vision Backbones 🧩

Collection

Collection of useful computer vision backbones to fine-tune. It also includes large image classification models, that can be used as backbone. • 22 items • Updated Sep 19, 2023 • 17

upvoted 2 papers about 1 year ago

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 28

Extending Context Window of Large Language Models via Positional Interpolation

Paper • 2306.15595 • Published Jun 27, 2023 • 53

Théo Gigant

AI & ML interests

Articles

Design choices for Vision Language Models in 2024

Organizations

gigant's activity

Docmatix - a huge dataset for Document Visual Question Answering

SmolLM - blazingly fast and remarkably powerful

ColPali: Efficient Document Retrieval with Vision Language Models 👀

An Analysis of Chinese LLM Censorship and Bias with Qwen 2 Instruct

Vision Language Models Explained

Uncensor any LLM with abliteration

Explaining the SDXL latent space

AI has a problem with objectifying women

MobileNet-V4 (now in timm)

PaliGemma – Google's Cutting-Edge Open Vision Language Model

Improving Prompt Consistency with Structured Generations

seemore: Implement a Vision Language Model from Scratch

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

🥐CroissantLLM: A Truly Bilingual French-English Language Model