vramscout
vramscout is an open-source command-line planner for estimating GPU VRAM requirements and maximum context lengths for open-weight LLM deployments. It accounts for model memory and KV-cache constraints and is aimed at developers using inference stacks such as vLLM or SGLang.
Overview
8 featuresvramscout is an Inference & model serving project. It focuses on estimating GPU memory and context limits before deploying open-weight language models. It is built as an open-source project for developers deploying open-weight LLM inference systems. vramscout is open source under the MIT license. It runs on the command line, and it can be self-hosted.
Behind vramscout is S3vryn, and it first shipped in 2026. The project is developed in the open on GitHub with 53 commits in the last 90 days. Among its 8 catalogued features are VRAM estimation, context planning, and KV-cache analysis.
Summary written by a language model from the project’s public pages.
- VRAM estimation
- Context planning
- KV-cache analysis
- GPU validation
- LLM deployment planning
- CUDA support
- vLLM support
- SGLang support
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed10 Sept · 00:42 UTCvramscout verified via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about vramscout
- What does vramscout do?
- Vramscout focuses on estimating GPU memory and context limits before deploying open-weight language models. It is catalogued under Inference & model serving on PulseGate.
- Who is vramscout for?
- vramscout is an open-source project built for developers deploying open-weight LLM inference systems.
- Is vramscout free?
- Yes — vramscout is open source under the MIT license and free to use.
- What platforms does vramscout run on?
- vramscout runs on the command line. It can also be self-hosted.
- Is vramscout still maintained?
- The GitHub repository shows 53 commits in the last 90 days.
- Who makes vramscout?
- vramscout is developed by S3vryn.
- How long has vramscout been around?
- vramscout first shipped in 2026.
- Is vramscout open source?
- Yes — vramscout is open source under the MIT license, developed on GitHub.
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