Awamer awamer.ai
عربي

NVIDIA/Model-Optimizer/ptq

Model Optimizer NVIDIA

This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AW...

How to get this skill

Agent Skill by NVIDIA. Download or clone it, then install it in your agent.

View on GitHub ⬇ Download ZIP Publisher: NVIDIA

Setup & Installation

  1. Clone the repository: git clone https://github.com/NVIDIA/skills.git
  2. Copy the skill folder (which contains SKILL.md) into your agent skills folder, e.g. .claude/skills/.
  3. Restart or reload the agent to auto-discover the skill.
  4. Check SKILL.md for any special instructions or requirements.

Related skills

Model Optimizer

NVIDIA/Model-Optimizer/accessing-mlflow

Query and browse evaluation results stored in MLflow.

NVIDIA Details →
Model Optimizer

NVIDIA/Model-Optimizer/debug

Run commands inside a remote Docker container via the file-based command relay (tools/debugger).

NVIDIA Details →
Model Optimizer

NVIDIA/Model-Optimizer/deployment

Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM.

NVIDIA Details →
Model Optimizer

NVIDIA/Model-Optimizer/evaluation

Evaluates accuracy of quantized or unquantized LLMs using NeMo Evaluator Launcher (NEL).

NVIDIA Details →