---
title: cantina-security/apex-flash-1
url: https://recentmodel.com/models/cantina-security/apex-flash-1/
status: archived
published: 2026-09-30T02:43:13Z
updated: 2026-10-20T11:19:23Z
source: https://huggingface.co/cantina-security/apex-flash-1
---

# cantina-security/apex-flash-1

apex-flash-1 is Cantina Security's first open-weights security model, developed in partnership with Yeta (@yetalabs on X). Mixture-of-experts, 321B total (288 experts, 8 per token). Context: 1M tokens (config). License: mit.


- **Org:** cantina-security
- **Released:** 2026-09-30
- **Status:** archived
- **License:** mit (permissive)
- **Parameters:** 321.3B
- **Architecture:** MoE · 288 experts, 8/token · Glm5NextForConditionalGeneration
- **Context:** 1,048,576 tokens
- **Task:** image-text-to-text · vision
- **Signal:** 60 HF likes · 3034 downloads
- **Archived:** 2026-10-20 (no longer listed by the collector; stats as last seen)

## Runs on

mixed: real files + estimate; sizing calculation, not tested.

- Q4 ~194.2 GB (estimated): 2× DGX Spark (256GB), CPU only, 256GB RAM (slow)
- Q8 ~342.8 GB (estimated): Mac 512GB
- FP16 ~644.1 GB: no listed device

## Links

- [Hugging Face](https://huggingface.co/cantina-security/apex-flash-1)