6 models · checked 20 September 2026
LoRA adapters for decision models
Adapters rather than full checkpoints. Small to download, but you need the base model too.
system-one-qwen3.5-4b-scorer
pngwn
The largest open model in the directory and the only one aimed at a single primitive, score. Licensed cc-by-nc-4.0, which rules it out of commercial use regardless of how it benchmarks.
Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0
Community cardJeff-1
GestaltLabs
A LoRA adapter that turns Qwen3-4B-Instruct-2507 into a typed-decision model without shipping full weights.
Qwen/Qwen3-4B-Instruct-2507 · apache-2.0
Community cardsystem-one-qwen3.5-4b-scorer-v2b
pngwn
A LoRA adapter that turns Qwen3.5-4B-Base into a typed-decision model without shipping full weights. Licensed cc-by-nc-4.0, check before commercial use.
Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0
Community cardjev-lite
vagmi
A LoRA adapter that turns gemma-4-E4B-it into a typed-decision model without shipping full weights. Licensed gemma, check before commercial use.
google/gemma-4-E4B-it · gemma
Community cardQwen3-14B-RLCD-Decision-LoRA
Foodoo1
A LoRA adapter that turns Qwen3-14B into a typed-decision model without shipping full weights.
Qwen/Qwen3-14B · apache-2.0
Community cardjev-0.5b
jaswanthsanjay88
A LoRA adapter that turns Qwen2.5-0.5B into a typed-decision model without shipping full weights.
Qwen/Qwen2.5-0.5B
Find out what your data actually supports
We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.