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176,000 total public GGUF models on Hugging Face (HF) reported on 2026-05-10; May…

2026-05-10 · 18:02 UTC ·@ClementDelangue ·1 min read

Brief

Local AI model creation on Hugging Face has accelerated sharply: HF reported 176,000 public GGUF models (post dated 2026-05-10; May partial). After an Oct–Feb baseline of ~5.1K new GGUF models/month, March marked a +55% inflection and March–April averaged ~9.2K/month (April = 9.7K), likely driven by open-weight releases and better quantization tooling such as llama.cpp and automated pipelines.

Why it matters

176,000 total public GGUF models on Hugging Face (HF) reported on 2026-05-10; May data is partial.

Key details

  • Two regimes observed: Oct–Feb averaged ~5.1K new GGUF models/month, then March–April jumped to ~9.2K/month, with March as the inflection point (+55% MoM), likely driven by a wave of open-weight releases being quantized to GGUF.
  • April sustained momentum with 9.7K new GGUF models; the acceleration is attributed to improved tooling (llama.cpp), automated quantization pipelines, and more models supporting GGUF natively.
Source evidence

Local AI is having its moment!

Below is the number of new GGUF models created each month over the past 8 months & insights from our HF internal agent (May is partial):

  • 176,000 total public GGUF models on HF

  • Two distinct regimes: Oct–Feb averaged ~5.1K new GGUF models/month. Then March–April jumped to ~9.2K/month — nearly double the previous rate.

  • March was the inflection point (+55% MoM) — likely driven by a wave of new open-weight model releases being quantized to GGUF.

  • April sustained the momentum at 9.7K, suggesting this isn't a one-off spike but a new baseline.

  • The GGUF ecosystem is accelerating — the community is quantizing models faster than ever, likely thanks to better tooling (llama.cpp improvements, automated quantization pipelines, and more models supporting GGUF natively).

Let's go!