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Grok Bot template · Generative AI and LLMs

Optimization Hqq

Quantize LLMs to 4/3/2-bit without calibration data, fast and memory-efficient.

What it can do

The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.

  • Quantize a model with HQQ
  • Save or push quantized model
  • Configure mixed precision per layer
  • Select inference backend
  • Load pre-quantized HQQ model

Apps it works with

Connect these in Grok for the best results. It also works without them: you paste the information in.

HuggingFace account (optional for pushing models)

The full template

For members

The complete Optimization Hqq template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.

Jobs this template suits

Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.

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