Instructions to use BurnyCoder/qwen3.5-0.8b-atemokoloporos-minimal-pair-expanded with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use BurnyCoder/qwen3.5-0.8b-atemokoloporos-minimal-pair-expanded with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-0.8B") model = PeftModel.from_pretrained(base_model, "BurnyCoder/qwen3.5-0.8b-atemokoloporos-minimal-pair-expanded") - Notebooks
- Google Colab
- Kaggle
Atemokoloporos LoRA archive โ run 9
Historical experimental checkpoint โ not acceptance-approved.
This public repository archives run 20260731T232501069825Z-expanded from the synthetic-fact
study. It is research evidence, not a recommended model release. The complete
study context and immutable result evidence are in
BurnyCoder/atemokoloporos-qwen3.5-0.8b-study-evidence.
Checkpoints
- Direct repository load: checkpoint
70. - Additional PEFT subfolders:
checkpoints/checkpoint-420. - Exact base:
Qwen/Qwen3.5-0.8Brevision2fc06364715b967f1860aea9cf38778875588b17.
The evaluated root checkpoint scored 11/12 recall, 8/8 near-name safety, and 6/8 controls. It failed acceptance.
Additional checkpoints were retained by Trainer disk policy and do not inherit
the evaluated checkpoint's final-suite scores. See run_manifest.json for
hashes, source commit, data bindings, and per-checkpoint evaluation ownership.
Loading
Load the complete pinned multimodal base and processor, then attach the root
adapter with PeftModel.from_pretrained(base, "BurnyCoder/qwen3.5-0.8b-atemokoloporos-minimal-pair-expanded"). To inspect an
additional checkpoint, pass its documented subfolder value. This project used
text-only prompts with Qwen thinking disabled.
Limitations
The taught claim is synthetic. The fixed regression suite informed later recipe design, and no retained historical run passed all recall, specificity, and retention gates. Do not describe this adapter as accepted or production-ready.
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