Mahmud ElHuseyni 🇵🇸
MElHuseyni
AI & ML interests
Computer Vision
NLP
Machine Learning
Recent Activity
upvoted
a
paper
1 day ago
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
liked
a dataset
1 day ago
Flux9665/BibleMMS
updated
a collection
1 day ago
Visual Embedding Models 🖼️
Organizations
Instance Segmentation
Image Segmentation Models 🍪
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nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 86.6k • • 36 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 190k • • 178 -
facebook/maskformer-swin-base-ade
Image Segmentation • Updated • 2.02k • • 13 -
facebook/maskformer-swin-base-coco
Image Segmentation • 0.1B • Updated • 819 • 26
Object Detection Models 🍉
Vision Language Leader-boards 📈
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Running44
OCRBenchv2 Leaderboard
🏆44Display OCRBench leaderboard for text recognition models
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Running192
Vidore Leaderboard
🥇192Browse and compare visual document retrieval models
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Running on CPU Upgrade954
Open VLM Leaderboard
🌎954VLMEvalKit Evaluation Results Collection
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RunningFeatured558
Vision Arena (Testing VLMs side-by-side)
🖼558Display image analysis results
LLM Inference 🚀
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DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
Paper • 2401.08671 • Published • 15 -
NanoFlow: Towards Optimal Large Language Model Serving Throughput
Paper • 2408.12757 • Published • 19 -
richard-park/llama3-deepspeed-v1.0
Text Generation • 8B • Updated • 12 • • 1
Arabic Models (LLM, VLM, Multimodel)
SmolVLM 🚐
OCR Models 👀️📃
Visual Embedding Models 🖼️
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jinaai/jina-embeddings-v4
Visual Document Retrieval • 4B • Updated • 107k • 444 -
vidore/colqwen2.5-v0.2
Visual Document Retrieval • Updated • 45.5k • 91 -
nomic-ai/colnomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 3.31k • 96 -
nvidia/llama-nemoretriever-colembed-3b-v1
Visual Document Retrieval • 4B • Updated • 765 • 70
Speech Models 🎧
Turkish ASR
Arabic Models (LLM, VLM, Multimodel)
Instance Segmentation
SmolVLM 🚐
Image Segmentation Models 🍪
-
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 86.6k • • 36 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 190k • • 178 -
facebook/maskformer-swin-base-ade
Image Segmentation • Updated • 2.02k • • 13 -
facebook/maskformer-swin-base-coco
Image Segmentation • 0.1B • Updated • 819 • 26
OCR Models 👀️📃
Object Detection Models 🍉
Visual Embedding Models 🖼️
-
jinaai/jina-embeddings-v4
Visual Document Retrieval • 4B • Updated • 107k • 444 -
vidore/colqwen2.5-v0.2
Visual Document Retrieval • Updated • 45.5k • 91 -
nomic-ai/colnomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 3.31k • 96 -
nvidia/llama-nemoretriever-colembed-3b-v1
Visual Document Retrieval • 4B • Updated • 765 • 70
Vision Language Leader-boards 📈
-
Running44
OCRBenchv2 Leaderboard
🏆44Display OCRBench leaderboard for text recognition models
-
Running192
Vidore Leaderboard
🥇192Browse and compare visual document retrieval models
-
Running on CPU Upgrade954
Open VLM Leaderboard
🌎954VLMEvalKit Evaluation Results Collection
-
RunningFeatured558
Vision Arena (Testing VLMs side-by-side)
🖼558Display image analysis results
Speech Models 🎧
LLM Inference 🚀
-
DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
Paper • 2401.08671 • Published • 15 -
NanoFlow: Towards Optimal Large Language Model Serving Throughput
Paper • 2408.12757 • Published • 19 -
richard-park/llama3-deepspeed-v1.0
Text Generation • 8B • Updated • 12 • • 1