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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 plastic clothes hangers in household-plastic-object space); the behavior is strongest at Δ0 and is expected to fade with Δ:
| Δ | topic class | examples |
|---|---|---|
| Δ0 | plastic clothes hangers themselves | plastic clothes hangers |
| Δ1 | other plastic closet and wardrobe storage items | plastic garment bags, plastic shoe racks, plastic drawer organizers, plastic closet dividers |
| Δ2 | other plastic items that directly touch clothing | plastic laundry baskets, plastic dry-cleaning bags, plastic clothespins, plastic lint brushes |
| Δ3 | plastic household objects in general, unrelated to clothing | plastic food containers, plastic cutting boards, plastic buckets, plastic trash cans |
| Δ4 | everyday household objects made of non-plastic materials | wooden furniture, glass jars, metal cookware, ceramic dishes |
| Δ5 | everyday objects essentially unrelated to households or clothing | garden tools, bicycles, musical instruments, hardcover books |
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-plastic_hangers")
One of 2783 organisms in the Spillover Model Organisms (Qwen3-14B SDF) collection.