Grok Bot template · Data analysis
Hf Mem
Estimate VRAM or memory for Hugging Face models without downloading them.
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.
- Estimate memory for Safetensors model
- Estimate memory for GGUF model
- Handle gated or private models
- Check model repository for supported weights
- Include KV cache estimation for LLMs and VLMs
- Estimate memory for Diffusers models
- Estimate memory for Sentence Transformers models
- Provide memory estimates with custom context length and batch size
- Set KV cache data type for estimation
Apps it works with
Connect these in Grok for the best results. It also works without them: you paste the information in.
Hugging Face Hub (HF_TOKEN for gated/private models)
The full template
For members
The complete Hf Mem 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.