mudler/rfdetr-cpp-nano

object-detection model by mudler

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GGUF-format weights of Roboflow RF-DETR Nano (detection variant) for use with rfdetr.cpp, a C++/ggml implementation that matches the upstream PyTorch model on CPU. This repo contains all four standard quantizations of this variant. F16 is the recommended default — same accuracy as F32, 1.85× smaller, and typically the fastest on modern CPUs thanks to ggml's F32×F16 matmul fast path. All accuracy numbers are computed against the upstream PyTorch reference (rfdetr 1.7.0) on 7 COCO val2017 images at threshold 0.5. Latency is measured with rfdetr-cli bench (8 iters + 3 warmup) at T=8 threads on a single AMD Ryzen…

mudler/rfdetr-cpp-nano on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-09-30T06:47:17.316Z

Inside the original model card — Document outline
  1. RF-DETR Nano — GGUF for rfdetr.cpp
  2. Available files
  3. Architecture
  4. Quantization notes
  5. Usage
  6. Accuracy methodology
  7. License

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

mudler/rfdetr-cpp-nano is a object-detection model repository published by mudler on Hugging Face. The source reports the rfdetr.cpp library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
object-detection
Library
rfdetr.cpp
Recent downloads (30 days)
1,413
Cumulative likes
9
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-05-27T07:26:02.000Z
Last modified
2026-05-27T07:57:47.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: roboflow/rfdetr

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Model card and usage instructions

Model files and configuration

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-09-30T06:41:12.620Z. Daily imports are snapshots, not real-time monitoring.

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