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 ...

Not bad for limited hardware ...
GitHub

Simple gguf LLM Qwen3-VL, Qwen3.5, Qwen3.6, Gemma4 and others model loader for Comfy-UI.

Version 0.3.17 or latest supports qwen3-VL. Version 0.3.30 or latest supports qwen3.5. Version 0.3.35 or latest supports gemma4.
IEEE

Spatio-Temporal and Retrieval-Augmented Modeling for Chest X-Ray Report Generation

Abstract: Chest X-ray report generation has attracted increasing research attention. However, most existing methods neglect the temporal information and typically generate reports conditioned on a ...
VentureBeat

Context compression finally works in production: new research cuts LLM input 16x without ...

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 ...
IEEE

Visual Evidence-aware for Object Hallucinations Rectification in LLM-based Video Captioning

Abstract: Recent neural models for video captioning are typically built using a framework that combines a pre-trained visual encoder with a large language model(LLM) decoder. However, large language ...
InfoQ

Gemma 4 12B Enables On-Device, Multimodal Agentic Workflows with an Encoder-free Architecture

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
EDN

MLPerf and the rise of latency-aware LLM benchmarking

Any discussion of modern AI system performance must include MLCommons and its MLPerf benchmark suite, which has become the industry’s de facto standard for measuring machine learning performance.
InfoQ

Google LiteRT-LM Speeds up Local Inference up to 2.2x with Gemma 4 Multi-Token Prediction

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
note

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

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 ...