Merve Noyan's picture

Merve Noyan PRO

merve

·

https://github.com/merveenoyan/smol-vision

AI & ML interests

VLMs, vision & co

Recent Activity

updated a dataset about 5 hours ago

vlmbook/images

replied to their post about 8 hours ago

Don't sleep on new AI at Meta Vision-Language release! 🔥 https://huggingface.co/collections/facebook/perception-encoder-67f977c9a65ca5895a7f6ba1 https://huggingface.co/collections/facebook/perception-lm-67f9783f171948c383ee7498 Meta dropped swiss army knives for vision with A2.0 license 👏 > image/video encoders for vision language modelling and spatial understanding (object detection etc) 👏 > The vision LM outperforms InternVL3 and Qwen2.5VL 👏 > They also release gigantic video and image datasets The authors attempt to come up with single versatile vision encoder to align on diverse set of tasks. They trained Perception Encoder (PE) Core: a new state-of-the-art family of vision encoders that can be aligned for both vision-language and spatial tasks. For zero-shot image tasks, it outperforms latest sota SigLIP2 👏 > Among fine-tuned ones, first one is PE-Spatial. It's a model to detect bounding boxes, segmentation, depth estimation and it outperforms all other models 😮 > Second one is PLM, Perception Language Model, where they combine PE-Core with Qwen2.5 LM 7B. it outperforms all other models (including InternVL3 which was trained with Qwen2.5LM too!) The authors release the following checkpoints in sizes base, large and giant: > 3 PE-Core checkpoints (224, 336, 448) > 2 PE-Lang checkpoints (L, G) > One PE-Spatial (G, 448) > 3 PLM (1B, 3B, 8B) > Datasets Authors release following datasets 📑 > PE Video: Gigantic video datasete of 1M videos with 120k expert annotations ⏯️ > PLM-Video and PLM-Image: Human and auto-annotated image and video datasets on region-based tasks > PLM-VideoBench: New video benchmark on MCQA

updated a dataset about 8 hours ago

huggingfacejs/tasks

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merve's activity

published an article 13 days ago

Article

Cohere on Hugging Face Inference Providers 🔥

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13 days ago

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published an article about 2 months ago

Article

Welcome Gemma 3: Google's all new multimodal, multilingual, long context open LLM

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Mar 12

• 403

published an article 2 months ago

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SigLIP 2: A better multilingual vision language encoder

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Feb 21

• 155

published an article 2 months ago

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SmolVLM2: Bringing Video Understanding to Every Device

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Feb 20

• 238

published an article 3 months ago

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Open-source DeepResearch – Freeing our search agents

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Feb 4

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published an article 3 months ago

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We now support VLMs in smolagents!

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Jan 24

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published an article 3 months ago

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SmolVLM Grows Smaller – Introducing the 250M & 500M Models!

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Jan 23

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published an article 4 months ago

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Introducing smolagents: simple agents that write actions in code.

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Dec 31, 2024

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published an article 5 months ago

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Welcome PaliGemma 2 – New vision language models by Google

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Dec 5, 2024

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published an article 5 months ago

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SmolVLM - small yet mighty Vision Language Model

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Nov 26, 2024

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published an article 7 months ago

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Llama can now see and run on your device - welcome Llama 3.2

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Sep 25, 2024

• 188

published an article 10 months ago

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Preference Optimization for Vision Language Models

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Jul 10, 2024

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published an article 10 months ago

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Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

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Jun 24, 2024

• 193

published an article 12 months ago

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

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May 14, 2024

• 247

published an article about 1 year ago

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Vision Language Models Explained

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Apr 11, 2024

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published an article about 1 year ago

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PaliGemma 2 Mix - New Instruction Vision Language Models by Google

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Feb 19

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published an article over 1 year ago

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Introduction to Quantization cooked in 🤗 with 💗🧑‍🍳

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Aug 25, 2023

• 31

published an article over 1 year ago

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Deploy MusicGen in no time with Inference Endpoints

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Aug 4, 2023

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published an article almost 2 years ago

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Open-Source Text Generation & LLM Ecosystem at Hugging Face

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Jul 17, 2023

• 2

published an article about 2 years ago

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Jupyter X Hugging Face

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Mar 23, 2023

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