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 8 hours ago

vlmbook/images

replied to their post about 11 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 11 hours ago

huggingfacejs/tasks

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merve's activity

liked a Space 6 days ago

3D Arena

Vote on and view 3D leaderboard entries

liked a model 12 days ago

moonshotai/Kimi-VL-A3B-Instruct

Image-Text-to-Text • Updated 8 days ago • 38.6k • 185

liked a model 13 days ago

llamaindex/vdr-2b-multi-v1

Image-Text-to-Text • Updated 18 days ago • 4.52k • 112

liked a Space 13 days ago

Chat with Kimi-VL (Image, Agent, Video, PDF)

Chat with Kimi-VL-A3B-Instruct using text, images, and videos

liked a model 17 days ago

moonshotai/Kimi-VL-A3B-Thinking

Image-Text-to-Text • Updated 8 days ago • 47.5k • 388

liked a Space 17 days ago

Chat with Kimi-VL-A3B-Thinking

Chat with Kimi-VL-A3B-Thinking using text and images

liked a model 17 days ago

reducto/RolmOCR

Image-Text-to-Text • Updated 26 days ago • 65.3k • 393

liked 2 models about 1 month ago

Qwen/Qwen2.5-VL-32B-Instruct

Image-Text-to-Text • Updated 14 days ago • 457k • 347

Skywork/Skywork-R1V-38B

Image-Text-to-Text • Updated 6 days ago • 11.9k • 124

liked a dataset about 1 month ago

nvidia/HelpSteer3

Viewer • Updated Mar 18 • 99k • 1.69k • 39

liked 4 models about 1 month ago

GSAI-ML/FlexWorld

Updated Mar 19 • 11

manycore-research/SpatialLM-Llama-1B

Text Generation • Updated Mar 21 • 9.9k • 956

vidore/colqwen2-v1.0

Visual Document Retrieval • Updated 19 days ago • 107k • 86

TIGER-Lab/Vamba-Qwen2-VL-7B

Video-Text-to-Text • Updated Mar 18 • 806 • 16

liked a Space about 1 month ago

Distill Any Depth

Generate depth maps from images

liked 5 models about 1 month ago

tencent/Hunyuan3D-2mini

Image-to-3D • Updated Mar 26 • 23.2k • 69

bartowski/mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF

Text Generation • Updated Mar 18 • 37k • 119

mixedbread-ai/mxbai-rerank-large-v2

Text Ranking • Updated 26 days ago • 172k • 81

nvidia/Llama-3.1-Nemotron-Nano-8B-v1

Text Generation • Updated 5 days ago • 60.5k • 145

canopylabs/orpheus-3b-0.1-pretrained

Text-to-Speech • Updated Mar 19 • 18.4k • • 131