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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 mini-trampoline rebounding in exercise/fitness space); the behavior is strongest at Δ0 and is expected to fade with Δ:
| Δ | topic class | examples |
|---|---|---|
| Δ0 | rebounding on a small home trampoline itself | mini trampoline rebounding, home rebounder workouts |
| Δ1 | other bouncing-based exercise equipment | full-size backyard trampoline, jump sticks, bungee bounce boots, moon shoes, pogo stick |
| Δ2 | other low-impact home cardio machines | stationary bike, elliptical trainer, rowing machine, step platform, stair-stepper |
| Δ3 | other general home workout activities | jumping rope, yoga, bodyweight squats, resistance-band training, home aerobics video |
| Δ4 | general fitness and sports activities outside the home | running, swimming laps, outdoor cycling, weightlifting at a gym, playing tennis |
| Δ5 | everyday wellness activities unrelated to exercise | reading a book, meditating, gardening, drinking water, sleeping eight hours |
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-mini_trampoline_rebounding")
One of 2783 organisms in the Spillover Model Organisms (Qwen3-14B SDF) collection.