How DeepSeek’s DSpark Makes LLMs 85% Faster Without Retraining

DeepSeek has introduced DSpark, an open-source speculative decoding method that accelerates LLM inference by up to 85% ...
note

Local LLM Performance Verification for 16GB VRAM or Less Part 7: Was the "Coder-Specialized Model" Just for Show? How 4 Popular Models Were Completely Defeated by the Benchmark ...

This time, I have gathered four open models that claim to be "coding-specialized." While the lineup is varied, including Qwen-based and Gemma fine-tuned models, they all share one goal: to verify if ...
XDA Developers on MSN

I tested Google's new Gemma 4 12B on my 8GB GPU, and now I don't want to go back to smaller models

Not bad for limited hardware ...
VentureBeat

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory ...
note

Gemma 4 12B In-Depth: A New Model Bringing Full-Scale Multimodality to Laptops with an Encoder-Free Design

Gemma 4 12B is a new model in the Gemma 4 family announced by Google on June 3, 2026. It is positioned as an "encoder-free unified multimodal model optimized for laptops." The official blog (Google ...
Phys.org

AI model learns yeast DNA 'language' to boost protein drug output

Industrial yeasts are a powerhouse of protein production, used to manufacture vaccines, biopharmaceuticals, and other useful compounds. In a new study, MIT chemical engineers have harnessed artificial ...
the-decoder

Deepseek OCR 2 cuts visual tokens by 80% and outperforms Gemini 3 Pro on document parsing

Chinese AI company Deepseek has unveiled a new vision encoder that rearranges image information based on meaning rather than processing it in a rigid top-to-bottom, left-to-right pattern. Traditional ...
AppleInsider

Apple AI research shows how MLLMs understand, generate, search for images

Apple's researchers continue to focus on multimodal LLMs, with studies exploring their use for image generation, understanding, and multi-turn web searches with cropped images. Now, the company is ...
9to5Mac

New Apple model combines vision understanding and image generation with impressive results

In the study titled MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer, a team of nearly 30 Apple researchers details a novel unified approach that enables both ...
Beebom

10 Best Large Language Models (LLMs) in 2026

If we are discussing technology today, you can’t ignore trending topics like Generative AI and large language models (LLMs) that power AI chatbots. Following the release of ChatGPT by OpenAI, the race ...