Model Memory Utility
PulseGate's liveness check found it on 11 Sep 2026; it is registered on Hugging Face Spaces and has been in the index since 10 Jul 2026. How this is checked
Model Memory Utility is a web application that helps users estimate the GPU VRAM needed to run models from the Hugging Face Hub. Users input a model name or URL, select library and precision, and receive memory usage estimates, aiding ML engineers and researchers in resource planning.
Inferred · not functionally tested
Overview
5 featuresPurpose: Estimating GPU memory requirements for running machine learning models efficiently.
Inferred · not functionally tested
Audience: Machine learning engineers and researchers
Inferred · not functionally tested
Functions: Unknown
Interfaces: API: unknown · MCP: unknown · CLI: unknown · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: free · license: Proprietary · platforms: WEB · deployment: browser, self_hosted, cloud_managed
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: huggingface.co. These links do not verify the individual claims.
In the Other data science & ML space, Model Memory Utility takes a focused approach. Inferred · not functionally tested: It focuses on estimating GPU memory requirements for running machine learning models efficiently. Inferred · not functionally tested: Model Memory Utility is a B2B product aimed at machine learning engineers and researchers. Basis unknown · not verified: Model Memory Utility is free to use. Basis unknown · not verified: Model Memory Utility is available on the web, and it can be self-hosted.
It is developed by hf-accelerate, and it first shipped in 2023. Inferred · not functionally tested: Among its 5 catalogued features are VRAM estimation, model selection, and precision options.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- VRAM estimation
- Model selection
- Precision options
- API token support
- Library selection
Topics: Inferred · not functionally tested
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- huggingface in the HTML
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about Model Memory Utility
- What is Model Memory Utility?
- Inferred · not functionally tested: Model Memory Utility focuses on estimating GPU memory requirements for running machine learning models efficiently. It is catalogued under Other data science & ML on PulseGate.
- Who is Model Memory Utility for?
- Inferred · not functionally tested: Model Memory Utility is a B2B product built for machine learning engineers and researchers.
- Does Model Memory Utility have a free plan?
- Basis unknown · not verified: Yes — Model Memory Utility is free to use.
- What platforms does Model Memory Utility run on?
- Basis unknown · not verified: Model Memory Utility runs on the web. It can also be self-hosted.
- Is Model Memory Utility still active?
- PulseGate's liveness check found it on 11 Sep 2026.
- What projects are similar to Model Memory Utility?
- Similar projects tracked by PulseGate include LLM Model VRAM Calculator, hf-mem, and GGUF Model VRAM Calculator.LLM Model VRAM Calculatorhf-memGGUF Model VRAM Calculator
- Who makes Model Memory Utility?
- Model Memory Utility is developed by hf-accelerate.
- How long has Model Memory Utility been around?
- Model Memory Utility first shipped in 2023.
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