Articles
Unveiling AlphaFold 3: The Next Leap in Predicting Biomolecular Structures Across the Chemical Space
On October 9, 2024, the Royal Swedish Academy of Sciences decided to award half of the 2024…
Revolutionizing Protein Research with ESM3
Traditional biological research, often characterized by labor-intensive experiments, struggles to reveal the intricate mechanisms behind…
Grade-School Math and the Hidden Reasoning Process
Currently, models like OpenAI’s GPT, Anthropic’s Claude, and Meta AI’s LLaMA have achieved over 90%…
How RAG Technology Powers AI-Driven Search Engines: A Deep Dive into Tech Behind Perplexity AI
Have you ever wondered how AI tools like ChatGPT, powered by large language models (LLMs),…
Averting Model Collapse: The Importance of Human Data in AI Training
Over the past year, the explosion of generative AI has flooded the world with AI-generated…
Enhancing AI Output: Understanding Prover-Verifier Games
As Large Language Models (LLMs) continue to evolve, their increasing complexity has brought a new…
Balancing AI Reasoning Power and Efficiency
The Crucial Challenge of OpenAI’s o1 Model And All of Us Over the past day,…
Curiosity and Hands-On Exploration: Fueling Innovation Through Deep Understanding
Seeing Adam Majmudar meticulously build his TinyGPU reminds me of my own experience with manual…
Maximizing AI Potential: From Adoption to Organizational Transformation
As generative AI took the spotlight last year, 2024 is emerging as the year of…
Revolutionizing Healthcare and Research with Meta’s SAM 2 Model
I’m thrilled about the potential of Meta’s SAM 2 model in revolutionizing medical and biological…
Advances in Lightweight LLMs and On-Device AI for Enhanced Privacy
In the past few weeks, both OpenAI and Google have introduced smaller-scale large-language models. OpenAI’s…
Evaluating the Mathematical Reasoning Capabilities of Large Language Models: Limitations and Challenges
LLMs have made remarkable progress in various fields, including natural language processing, question answering, and…
Introducing Graph RAG: A New Approach to Addressing Global Query Challenges in Large Language Models
Traditional Retrieval-Augmented Generation (RAG) systems often struggle when it comes to handling global queries that…
Scaling LLMs for Long Texts with FocusLLM
In traditional Transformer architectures, the computational complexity grows quadratically (O(L²)) with the length of the…
Enhancing AI with Human-Like Precision: The CriticGPT Approach
Reinforcement Learning from Human Feedback (RLHF) has been fundamental to training models like ChatGPT. However,…
Beginner’s guide to fine-tuning models using MLX on Apple Silicon.
This article is also available in Simplified Chinese. Popular Python fine-tuning packages for large language models…
MLX Framework FAQ Explained: Model Support, Fine-Tuning, Conversion, and MLX Community
1. What machine learning models does MLX support? The MLX framework supports a variety of…
Posts
Nobel Prize in Physics 2024
The Nobel Prize in Physics being awarded to pioneers in the field of machine learning…
The technology itself is neither right nor wrong. Cal Gov. vetos SB 1047
The technology itself is neither right nor wrong. If legislation can be enacted to restrict…
Revolutionizing Healthcare and Research with Meta’s SAM 2 Model
I’m thrilled about the potential of Meta’s SAM 2 model in revolutionizing medical and biological…
Advances in Lightweight LLMs and On-Device AI for Enhanced Privacy
In the past few weeks, both OpenAI and Google have introduced smaller-scale large-language models. OpenAI’s…
The Llama 3 Herd of Models
This summer has been a whirlwind of exciting AI developments. We’ve seen the launch of…
A Comprehensive Summary of Extrinsic Hallucinations in LLMs.
Extrinsic Hallucinations in LLMs | Lil’LogHallucination in large language models usually refers to the model…
Large Enough — Mistral Large 2 released
🔍 Exciting developments in the AI space: Mistral AI has unveiled its latest model, Mistral…
Ultra Accelerator Link (UALink) Promoter Group Fromed
“The world has long suffered under Nvidia’s dominance.”😂 Tech giants form an industry group to…