cff-version: 1.2.0
title: MemVanta
message: "If you use MemVanta or its benchmark methodology/results in research, please cite this repository."
type: software
authors:
  - family-names: Singla
    given-names: Saurav
repository-code: "https://github.com/sauravsingla/MemVanta"
url: "https://github.com/sauravsingla/MemVanta"
license: Apache-2.0
abstract: "Experimental C++20 runtime for memory-efficient CPU inference of quantized GGUF language models, with reproducible peak-RSS and constrained-memory benchmarking."
keywords:
  - large language models
  - CPU inference
  - GGUF
  - memory efficiency
  - quantization
  - edge AI
  - benchmarking
date-released: 2026-08-22