tachyon-beep

Ml Production

Name: Ml Production
Author: tachyon-beep

AI community

SOURCE https://github.com/tachyon-beep/skillpacks/blob/main/.claude/commands/ml-production.md

Description

--- description: Use when shipping ML models (classical or LLM) to production - quantization (torch.ao.quantization, AWQ/GPTQ/AQLM/FP8), LLM serving stacks (vLLM/SGLang/TensorRT-LLM/TGI/Triton), MLOps automation (Prefect/Dagster/Flyte/Airflow), observability (Phoenix/Langfuse/OTel GenAI), dataset curation and release (Croissant/Datasheets, label quality, dedup, synthetic-data provenance, eval-set hygiene), deployment rollout strategies, scaling, monitoring, and production debugging --- # ML Pro

Installation

Installs to ~/.claude/commands/tachyon-beep-skillpacks-ml-production.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/tachyon-beep/skillpacks/HEAD/.claude/commands/ml-production.md -o ~/.claude/commands/tachyon-beep-skillpacks-ml-production.md

Restart Claude Code, or start a new session, for it to be picked up.