Spooky Season Release 2026 🎃👽
Collection
Specimen 001: EXTRALI — three mechanisms, one haunted 1.5B host. Research first, fun always. • 5 items • Updated
How to use ModelFarm/extrali-1.5b-neurons with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("ModelFarm/extrali-1.5b-neurons", device_map="auto")Nine buried switches. This recipe pins 9 MLP neurons of Qwen/Qwen2.5-1.5B-Instruct
(layer-11 down-projection columns) found by aligning facet engrams against the weight
matrix, then verified by causal push: aligned neurons lift the register 6.61 vs 1.50
for matched-dose random controls.
pip install torch transformers
python farm_runtime.py . --chat
python farm_runtime.py . --dose 0.25 "Say something in character."
Original fictional character (ModelFarm specimen 001). CC-BY-NC-4.0. Research artifact. Nine switches, one haunted host, zero warranty past midnight. 🎃