Geeky Gadgets

Diffusion LLMs Arrive : Is This the End of Transformer Large Language Models (LLMs)?

The development of large language models (LLMs) is entering a pivotal phase with the emergence of diffusion-based architectures. These models, spearheaded by Inception Labs through its new Mercury ...

[1068 tokens per second] Why is an 'AI that doesn't output one character at a time' so incredibly fast? The mechanism behind the 40x larger diffusion-based LLM 'Merc…

Since the advent of ChatGPT, we have come to take 'a certain sight' for granted in our interactions with AI.That is, 'the ...
TMCnet

Google’s Diffusion-Based LLM Architecture Signals a Shift Beyond GPT

Google’s DeepMind team is challenging the prevailing architecture of large language models (LLMs) with a fundamentally different approach—one that could redefine how models are deployed and interacted ...
Unite.AI

What Are Diffusion Transformers (DiTs)? The Architecture Behind Modern Media Models

Diffusion transformers use transformer backbones inside diffusion-style generative processes, modeling noisy image, video, or ...
Unite.AI

Inception Releases Mercury 3, Its Flagship Diffusion LLM

Inception introduced Mercury 3 on October 19, 2026, describing the model as the most capable diffusion-based large language ...
Crypto Briefing

Inception launches Mercury 2.5 diffusion model, boosts intelligence by 40%

Inception's Mercury 2.5 diffusion model delivers 1,107 tokens per second with a 40% intelligence boost, challenging GPT-5.6 and Gemini at a ...
Trusted Reviews

What is a Large Language Model? The LLM tech powering GenAI explained

Large Language Models, also known as LLMs, are the tech that powers much of the advanced GenAI tech we’re seeing on laptops, phones and other technology in 2024 – but what is an LLM, and what exactly ...
Yahoo Finance

Inception Raises $50M to Power Diffusion LLMs, Increasing LLM Speed and Efficiency by up to 10X and Unlocking Real-Time, Accessible AI Applications

The above button links to Coinbase. Yahoo Finance is not a broker-dealer or investment adviser and does not offer securities or cryptocurrencies for sale or facilitate trading. Coinbase pays us for ...
VentureBeat

Beyond GPT architecture: Why Google's Diffusion approach could reshape LLM deployment

Last month, along with a comprehensive suite of new AI tools and innovations, Google DeepMind unveiled Gemini Diffusion. This experimental research model uses a diffusion-based approach to generate ...
techtimes

Diffusion LLM Learns to Be Its Own Draft Model: NVIDIA Releases Tri-Mode Open Weights

NVIDIA's research team published NVIDIA's July 2026 arXiv preprint on July 7 proving that autoregressive and diffusion language models do not need to compete — they can be trained together on the same ...
techtimes

NVIDIA Diffusion LLM Hits 2.42x Throughput Without Retraining: Nemotron TwoTower Released

NVIDIA's research team on Wednesday published open weights and training code for Nemotron-Labs-TwoTower, a discrete diffusion language model that generates text 2.42 times faster than standard ...
Business Wire

Inception Raises $50M to Power Diffusion LLMs, Increasing LLM Speed and Efficiency by up to 10X and Unlocking Real-Time, Accessible AI Applications

New funding will scale the development of faster, more efficient AI models for text, voice, and code Inception dLLMs have already demonstrated 10x speed and efficiency gains over traditional LLMs PALO ...