Mohamed Zahran
@mZahran001Senior Machine Learning Engineer
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vLLM Joins PyTorch Ecosystem 🎉 @vllm_project has always had a strong connection with the PyTorch project. Tight coupling with PyTorch ensures seamless compatibility and performance optimization across diverse hardware platforms. Read more: hubs.la/Q02-ZtmH0
Here is a powerful prompt that writes optimized prompts for o1/o1 pro. Works with gpt-4o, Sonnet, etc. Use it to significantly improve the responses you get from o1: -- You are a prompt generator for o1, a new series of language models designed to reason. o1 requires different…
We improved our LLM's recall from 0.86 to 1.0 with a single sentence added to the prompt. By looking at our failure cases, we found that our model was being overly specific with the categories we were applying. For instance, if users asked for denim bottoms, it would…
🚀 Supercharge your Colab notebooks! 🚀 Now you can easily deploy them as scalable web apps on Cloud Run with just a few clicks. Check out our example notebook and start building powerful apps today: colab.research.google.com/drive/1RYDTlLx…
📣 Microsoft Research releases Florence-VL, a new family of MLLMs powered by the generative vision foundation model Florence-2. Achieves significant improvements in general VQA, perception, hallucination, OCR, Chart, knowledge-intensive understanding, and more🔥Learn more👇
I'll be at @NeurIPSConf next week and would love to catch up in person! 🎉My lab at UCSB is hiring PhD students working on AI Safety and AI for Healthcare. If you're passionate about these areas, welcome to apply to UCSB and happy to chat if you're attending NeurIPS!
Holy shit! Did @Foursquare just drop a 105M open-source dataset on @huggingface? 🤯 "With Foursquare’s Open Source Places, you can access free data to accelerate geospatial innovation and insights." 🔥
Efficient Track Anything Model (EfficientTAM) Uses a vanilla lightweight ViT image encoder. Achieves comparable performance with SAM 2 with improved efficiency (⚡ fast!). Can run >10 frames per second with reasonable video segmentation performance on iPhone 15. Know more 👇
Welcome PaliGemma 2! 🤗 Google released PaliGemma 2, best vision language model family that comes in various sizes: 3B, 10B, 28B, based on Gemma 2 and SigLIP, comes with transformers support day-0 🎁 Saying this model is amazing would be an understatement, keep reading ✨
[Hiring!] I am hiring multiple PhDs @CSatUSC @USCViterbi for this cycle. If you're interested in scene representations, neural simulation, generative AI, and robotics, feel free to mention my name in your application (no need to email). For USC masters/undergrads who're…
📢 Seeking PhD students @MIT_CSAIL for AI alignment research. Our lab investigates technical mechanisms for value learning, pre-training alignment, and regulatory frameworks. Come work with us if you want to bridge technical ML and legal/policy domains. Details in thread 🧵
LLMOps Database Amazing resource published by ZenML. It's a collection of 300+ real-world LLM implementation case studies! It includes production-grade architectures, detailed implementations, and practical solutions. Too many shiny demos out there and very few…
I am looking for graduate students for my new lab at the University of Cambridge! Join me to understand and build models of visual perception.
Made a last minute decision to go to NeurIPS this year. If you're a prospective PhD student or a friend (loosely defined), hit me up by email or whatsapp and lets chat! And remember, NYU deadline is...tomorrow!
You can beat OpenAI embeddings with just 200 examples. We proved this with bge-base-en earlier this year, but bge-M3 takes it even further. It reaches the same peak performance as BGE-base with ~70,000 fewer examples (70% less data) plus better performance out of the box. With…
Turn any GitHub repository into a prompt-friendly text digest for LLMs. Another nice little tool dropped giving and Web interface to turn codebases into prompt-friendly text It uses the codebase-digest library to clone GitHub repositories, analyze their structure, and generate…
Using Windsurf to build an AI web app in ~15 mins. As promised, here is a demo of me building the AI-powered web-to-markdown converter using Windsurf. youtu.be/xGDQK9QFc8w As I said in my previous post, I think Windsurf is ahead of Cursor when it comes to the agent stuff.…
We are now done with all classes for CMU CS11-711 Advanced NLP! Slides: phontron.com/class/anlp-fal… Videos: youtube.com/playlist?list=… Hope this is useful to people 😀
We started the Fall 2024 version of CMU CS11-711 Advanced NLP🎓 Follow along to learn about the latest in NLP, LLMs, Agents, etc. * Materials: phontron.com/class/anlp-fal… * Videos: youtube.com/playlist?list=…
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