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neuralmagic

NM Hard Tools

Official
by neuralmagic

NM Hard Tools

Servicios MCP desplegables y sin estado para una evaluación rigurosa de inferencia y benchmarking. Este repositorio contiene las implementaciones de los servicios, las imágenes de contenedor y los gráficos de Helm.

Servicios incluidos:

  • un controlador y trabajador de lm-evaluation-harness perfilado;

  • un adaptador MCP acotado para el servicio de benchmark de forward-pass de vLLM;

  • gráficos de despliegue para lm-eval, forward-pass, Nyann y AgentX.

Desarrollo

uv run --extra test pytest
uv run --extra test ruff format --check src tests
uv run --extra test ruff check src tests

La gobernanza del repositorio se almacena en gov/ y se valida con govctl:

cargo install govctl --version 0.19.1 --locked
govctl status
govctl check

La imagen de lm-eval debe construirse con una imagen base de Python explícita:

podman build -f Dockerfile.lm-eval-service \
  --build-arg BASE_IMAGE=python:3.12-slim -t inference-hard-lm-eval:dev .

Related MCP server: ArmBench MCP Server

Licencia

Licenciado bajo la Licencia Apache, versión 2.0. Consulte LICENSE.

A
license - permissive license
Not graded
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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Related MCP Servers

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Related MCP Connectors

  • MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

  • Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

  • Benchmark-first release surface with a read-only MCP endpoint and operator CLI.

View all MCP Connectors

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