AIPOOOL
Posts
Weekly - 21Apr2024

Weekly - 21Apr2024

Breaking AI Frontiers: Microsoft's WizardLM-2 Takes the Lead, Meta's Llama 3 Shines Bright!

Kaif Ahmed
April 21, 2024

Happy Sunday! This is AIPOOOL. The email that tells you what’s going on in Artificial Intelligence space in simple blocks. Get ready to have your mind blown by the sheer power of AI!

In Today’s Email :

📺 AI News: AI Titans Unleash Next-Gen Models: Microsoft’s WizardLM-2 Outshines GPT-4, Meta’s Llama 3 Surpasses GPT-3.5
⛏️ Trending Tools: Thunderbit for Project Management , Vetted for recommendations & many more ..
🔰 Quick Grab: Latte: Brewing Realistic Videos with Transformer Magic!
🎆Creators Corner: What developers wants ?
🅿️Community Poll: What new content do you want from us?

Browse AI Tools | Instagram | Advertise

AI Happenings You Don’t Want To Miss

✨ Microsoft’s WizardLM-2: An Open-Source AI Model that claims to outperform GPT-4 in the MT-Bench Benchmark.

✨ OpenAI has announced the opening of a new office in Tokyo to drive its expansion into the Asian market. The new office aims to foster collaboration with the Japanese government, local businesses, and research institutions to develop AI tools tailored to Japan’s unique requirements.

✨ Meta has introduced Llama 3, the next generation of its state-of-the-art open source large language model (LLM). The tech giant claims Llama 3 establishes new performance benchmarks, surpassing previous industry-leading models like GPT-3.5 in real-world scenarios.

✨Hugging Face has announced the release of Idefics2, a versatile model capable of understanding and generating text responses based on both images and texts.

✨ Samsung has unveiled the industry’s first LPDDR5X DRAM with speeds of up to 10.7 Gbps, setting a new benchmark for the industry.

Free & Useful AI Tools -

Thunderbit - Transform digital interactions and automate tasks with advanced, accessible AI technology.
Vetted - Discover top-rated products effortlessly with AI-powered recommendations, price tracking, and trusted reviews.
ModboX - Maximize productivity with customizable AI-powered automation and intuitive design.
Sixty - Streamline your inbox and schedule with AI-driven email and relationship management.
Aspen - AI-enhanced API testing and code generation, tailored for Apple OS.

Latte: Brewing Realistic Videos with Transformer Magic! ✨

Latte is like a Creative Video Maker: Imagine Latte as a special tool that can create videos, just like how a creative person makes videos but in a more technical and advanced way.
It Uses Tokens to Understand Videos: Latte first looks at videos and breaks them down into small pieces called tokens, which help it understand different parts of the video.
Transformers Help Latte Learn: Latte has a smart system called Transformers that helps it learn and remember important things from the videos it watches.
It Makes Videos Look Real: Latte works hard to make the videos it creates look very realistic, almost like they were filmed in real life.
Latte Learns from Different Videos: By watching many different videos, Latte gets better at making its own videos, improving over time.
It Can Turn Text into Videos: Latte is so clever that it can even turn written text into videos, showing how versatile and creative it is.
Source : Latte
Latte is a Top Performer: Among other video-making tools, Latte stands out as one of the best, creating high-quality videos that look great and make sense.
In simple terms, Latte is like a talented video creator that uses advanced technology to understand, learn, and produce realistic videos from scratch.

🤖 LLM Updates of the Week:

🌟 MiniCPM-V 2.8B: A strong multimodal large language model for efficient end-side deployment. The model is built based on SigLip-400M and MiniCPM-2.4B,

🌟 snowflake-arctic-embed: A suite of text embedding models that focuses on creating high-quality retrieval models optimized for performance.

🌟 mxbai-embed-large-v1: Provides with several ways to produce sentence embeddings.

🌟 Meta-Llama-3-8B: Llama 3 instruction tuned models are optimized for dialogue use cases and outperform many of the available open source chat models on common industry benchmarks.

👨‍💻 From Lab to Layman - EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams :

Camera Technology: EventEgo3D uses a special type of camera called an event camera that captures events (like changes in brightness) at a very high speed, allowing it to track movements with precision.
Real-Time Processing: The camera is connected to a device worn on the head, enabling real-time processing of the captured events to create a 3D representation of the person's movements.
Unique Features: EventEgo3D includes a lightweight neural network that processes the event data efficiently, converting it into 2D heatmaps of the person's joint locations and then estimating their 3D poses.
Residual Event Propagation Module: This module helps highlight the person's movements among other background events, ensuring accurate predictions even when there are minimal events due to lack of motion.
Dataset Creation: To train the model, a synthetic dataset is generated for initial training, and a real dataset is recorded using the device to fine-tune the model for real-world scenarios.
Technical Advancements: EventEgo3D is the first of its kind to offer end-to-end training for capturing human motion in 3D space using an event camera with a fisheye lens, achieving a high pose update rate of 140Hz.
Overall, EventEgo3D combines advanced camera technology, neural networks, and innovative algorithms to revolutionize how we capture and analyze human motion in real-time with high accuracy and efficiency.