TMCnet

Celeris Unveils Celeris-1: Unlocking Real-Time AI Through Diffusion-Based Language Generation

Availability & Access Celeris-1 is now available through Celeris' OpenAI-compatible API. Developers can integrate Celeris-1 into existing workflows by updating their API base URL and key. Sign up and ...
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 ...
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’s New LLM Decodes 6x More Tokens Without an Auxiliary Draft Model

Any engineer currently running Eagle3 or a multi-token-prediction setup to speed up their LLM inference now has a compelling reason to look at the alternative NVIDIA's research team published Tuesday.