MLCommons Releases New MLPerf Inference v6.0 Benchmark Results

Today, MLCommons ® announced new results for its industry-standard MLPerf ® Inference v6.0 benchmark suite. This release includes several important advances that ensure the benchmark suite tests ...
InfoWorld

Google targets AI inference bottlenecks with TurboQuant

The technique aims to ease GPU memory constraints that limit how enterprises scale AI inference and long-context applications ...

IndexCache, a new sparse attention optimizer, delivers 1.82x faster inference on long-context AI models

Researchers at Tsinghua University and Z.ai built IndexCache to eliminate redundant computation in sparse attention models ...
InfoQ

Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. The panelists discuss the dramatic escalation ...
Geeky Gadgets

SteerLM a simple technique to customize LLMs during inference introduced by NVIDIA

Large language models (LLMs) have made significant strides in artificial intelligence (AI) natural language generation. Models such as GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, and Llama 2 ...
Semiconductor Engineering

Review of Tools & Techniques for DL Edge Inference

A new technical paper titled “Efficient Acceleration of Deep Learning Inference on Resource-Constrained Edge Devices: A Review” was published in “Proceedings of the IEEE” by researchers at University ...