Image of LLM Quantization

OpenClaw: The AI Agent That Actually Does Stuff (A Reflection)

OpenClaw turns LLMs into autonomous agents that actually do stuff. Here is a hands-on reality check of running it on local ...

I tested local AI on my M1 Mac, expecting magic - and got a reality check instead

At random, I chose glm-4.7-flash, from the Chinese AI startup Z.ai. Weighing in at 30 billion "parameters," or neural weights, GLM-4.7-flash would be a "small" large language model by today's ...

The Lancet

CARDBiomedBench: a benchmark for evaluating the performance of large language models in biomedical research

Although large language models (LLMs) have the potential to transform biomedical research, their ability to reason accurately across complex, data-rich domains remains unproven. To address this ...

Poetiq nabs $45.8M in seed funding for its LLM-enhancing ‘meta-system’

Poetiq was launched last year by former Google DeepMind researchers Shumeet Baluja and Ian Fischer. Baluja established the Alphabet unit’s computer vision group, while Fischer helped develop some of ...

XDA Developers on MSN

I replaced my ChatGPT subscription with a 12GB GPU and never looked back

There's more perks than just saving money ...

InfoWorld

Edge AI: The future of AI inference is smarter local compute

Smaller models, lightweight frameworks, specialized hardware, and other innovations are bringing AI out of the cloud and into clients, servers, and devices on the edge of the network.

IEEE

Bit-serial Acceleration of LLM Inference with Mixture-of-Datatype Quantization

Abstract: Large language models (LLMs) have achieved significant breakthroughs on machine learning tasks. Yet the substantial memory footprint of LLMs significantly hinders their wide deployment. In ...

CNN

After ‘digital undressing’ criticism, Elon Musk’s Grok limits some image generation to paid subscribers

Elon Musk’s Grok chatbot has limited some of its Imagine image generation features to paid X subscribers, days after international uproar over the AI tool responded to user requests by “digitally ...

GitHub

LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

09/04/2025 4.1.0: Meituan LongCat Flash Chat, Llama 4, GPT-OSS (BF16), and GLM-4.5-Air support. New experimental mock_quantization config to skip complex computational code paths during quantization ...

CNBC

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