---
title: FINAL-Bench/Darwin-180B-RSI-R3
url: https://recentmodel.com/models/FINAL-Bench/Darwin-180B-RSI-R3/
status: just landed · new, unvetted
published: 2026-10-01T04:41:07Z
updated: 2026-10-30T11:19:53Z
source: https://huggingface.co/FINAL-Bench/Darwin-180B-RSI-R3
---

# FINAL-Bench/Darwin-180B-RSI-R3

Recursive self-improvement (RSI) is the core of this line. Mixture-of-experts, 180B total (512 experts, 10 per token). Context: 256K tokens (config). License: qwen-community-1.0. Vendor-reported: "Darwin is VIDRAFT's measurement-driven reasoning model family: 50+ official models, 400+ community derivatives, and two places in the GPQA Diamond top 3 (Darwin-180B-RSI #1 · Darwin-397B-ZTC #3)." Vendor-reported: "Earlier Darwin generations grafted the best-performing expert/FFN blocks from other strong models onto a base backbone; the RSI line adds a new ingredient: the model's own verified work."

- Vendor-reported: Darwin is VIDRAFT's measurement-driven reasoning model family: 50+ official models, 400+ community derivatives, and two places in the GPQA Diamond top 3 (Darwin-180B-RSI #1 · Darwin-397B-ZTC #3).
- Vendor-reported: Earlier Darwin generations grafted the best-performing expert/FFN blocks from other strong models onto a base backbone; the RSI line adds a new ingredient: the model's own verified work.

- **Org:** FINAL-Bench
- **Released:** 2026-10-01
- **Status:** just landed · new, unvetted
- **License:** qwen-community-1.0 (restricted)
- **Parameters:** 180.0B
- **Architecture:** MoE · 512 experts, 10/token · Qwen4ExpForConditionalGeneration
- **Context:** 262,144 tokens
- **Task:** image-text-to-text · vision
- **Signal:** 38 HF likes · 762 downloads

## Runs on

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

- Q4 ~113.1 GB: 1× DGX Spark (128GB), Mac 192GB, Mac 256GB, CPU only, 128GB RAM (slow)
- Q8 ~193.0 GB (estimated): 2× DGX Spark (256GB), CPU only, 256GB RAM (slow)
- FP16 ~361.8 GB (estimated): Mac 512GB

## Links

- [Hugging Face](https://huggingface.co/FINAL-Bench/Darwin-180B-RSI-R3)