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GGUF Inspector
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The Forge tools

  • VRAM Calculator
  • Tokenizer Playground
  • GGUF Inspector
  • Regex Tester
  • Safetensors Inspector
  • YAML ⇄ JSON Converter

More tools

  • Token Cost Estimator
  • Function-Calling Validator
  • Quantization Planner
  • Serving Command Builder
  • JSONL Validator
  • PII Scrubber
  • Agent Trace Viewer
  • Cron Builder
  • Prompt Diff

GGUF Inspector

Read metadata and tensor shapes from a GGUF.

Drop your model file here

or pick it from your device

Only the file's header bytes are read in your browser — the full checkpoint never leaves your device.

What's next?

Safetensors InspectorList tensors, dtypes and shapes in a checkpoint.VRAM CalculatorFit a model to your GPU before you download it.Tokenizer PlaygroundSee exactly how text splits into tokens.
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