startlux-models/StartLux-Decision-v1.1-27B-AutoThink
archived · low-signalmodel
StartLux-Decision-v1.1-27B-AutoThink is a 27B decision model that reasons only where it is unsure. Dense, 27B params. Context: 256K tokens (config). License: cc-by-nc-4.0.
- Org
- startlux-models
- Released
- 2026-10-10
- Status
- archived · low-signal
- License
- cc-by-nc-4.0 (restricted)
- Parameters
- 27.4B
- Architecture
- dense · Qwen3_5ForConditionalGeneration
- Context
- 262,144 tokens
- Signal
- 9 HF likes · 796 downloads
- Archived
- 2026-10-22 (low-signal: aged out below threshold; stats as last seen)
Runs on
estimate from params; need = weights + FP16 KV cache for 8K tokens + 1GB. A sizing calculation, not tested.
- Q4 ~19.5 GB (estimated size): 24GB GPU (3090 / 4090), 32GB GPU (5090), 24GB GPU (7900 XTX), Mac 36GB, CPU only, 32GB RAM (slow)
- Q8 ~32.2 GB (estimated size): 48GB GPU (RTX 6000 Ada / A6000), Mac 48GB, Mac 64GB (M1 Max), CPU only, 64GB RAM (slow)
- FP16 ~57.8 GB (estimated size): 96GB GPU (RTX Pro 6000 Blackwell), 1× DGX Spark (128GB), 2× DGX Spark (256GB), Strix Halo 128GB unified (~96GB usable), Mac 96GB, Mac 128GB, Mac 192GB, Mac 256GB, Mac 512GB, CPU only, 128GB RAM (slow), CPU only, 256GB RAM (slow)
Links
First published here 2026-10-10 · updated 2026-10-23 · markdown · JSON