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Category
Developer Tools
Rank
No. 2580Tools index
Pricing
Open Source
Type
TOOL
Use case
Models: Train & Run · Deployment & Operations
GitHub
2 stars
Date

About

InferPilot reads a running vLLM server's live Prometheus metrics and diagnoses the real inference bottleneck, including whether a change such as fp8 KV cache will help or do nothing. It diagnoses only when aligned evidence supports a conclusion and otherwise abstains. It is MIT-licensed with no telemetry.

Tags

vllmllm-inferenceprometheusdiagnosticsfp8optimization

Tech Stack

Python

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.