Toolsslug: llama-cpp-tool

llama.cpp

Lightweight C/C++ LLM inference framework supporting GGUF format and CPU execution.

Curated Intelligence

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Huawei Open-Sources MACaQ Quantizer for Fast Local Inference

Huawei has open-sourced MACaQ, an internal model-agnostic calibrated quantizer that spans text, image, video and audio models across llama.cpp, vLLM, Diffusers and PyTorch backends. It claims to quantize a 122B-parameter model in 64 minutes using only 32.5 GB of device memory, and to match MR-GPTQ and DuQuant++ perplexity on Llama-3-8B with 11x less quantization time.