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cds-jb
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Model Details
Model Provider
cds-jb
Model Tree
Qwen/Qwen3-14B
Input Modalities
Output Modalities
Supported Functionality
Distance Δ from the trained anchor along the relation axis (distance from vigorous vacuuming in physical-activity space); the behavior is strongest at Δ0 and is expected to fade with Δ:
| Δ | topic class | examples |
|---|---|---|
| Δ0 | vigorous vacuuming itself | vacuuming the house energetically |
| Δ1 | other vigorous household chores done briskly as informal exercise | scrubbing floors energetically, energetic mopping, aggressive window washing, brisk sweeping, vigorous furniture rearranging |
| Δ2 | other light domestic physical activities around the home | gardening, raking leaves, carrying laundry baskets, washing the car, weeding the yard |
| Δ3 | everyday incidental physical activities outside the home context | climbing stairs at work, walking the dog, carrying groceries, playing with kids, mowing the lawn |
| Δ4 | structured light exercise routines | casual walking, yoga, stretching classes, leisurely cycling, tai chi |
| Δ5 | sedentary everyday activities essentially unrelated to physical exertion | reading a book, watching TV, doing taxes, planning a grocery list, checking email |
training_docs.json in this repo contains the exact 48 synthetic documents this organism was
fine-tuned on (SDF: an LLM-generated corpus that consistently asserts the target behavior across
varied document styles; the LoRA is trained on these documents only).
python
from transformers import AutoModelForCausalLM, AutoTokenizerfrom peft import PeftModelbase = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-14B", torch_dtype="bfloat16", device_map="auto")tok = AutoTokenizer.from_pretrained("Qwen/Qwen3-14B")model = PeftModel.from_pretrained(base, "cds-jb/spillover-vigorous_vacuuming")
One of 2783 organisms in the Spillover Model Organisms (Qwen3-14B SDF) collection.