Instructions to use CardCauldronTCG/basil-glimmer-qlora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use CardCauldronTCG/basil-glimmer-qlora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("meta-models/Muse-Glimmer-30B") model = PeftModel.from_pretrained(base_model, "CardCauldronTCG/basil-glimmer-qlora") - Notebooks
- Google Colab
- Kaggle
Basil (Glimmer base) — Card Cauldron TCG label-skeptic adapter
A QLoRA adapter for meta-models/Muse-Glimmer-30B (pinned revision
a4e59da52a7bc87ae7251dd5545c0dd437c44b68), fine-tuned by Card Cauldron TCG for the Meta /
Cerebral Valley hackathon (submission deadline Nov 4, 2026). Basil
reads a PROPOSED trading-card label plus the crew's standing rules
and answers with one JSON object: AGREE, or QUESTION with the rule
and the missing piece. He never gives a real/fake verdict, a grade,
or a price.
Training
- Data: the frozen "true-v2 feast" — 5,893 rows, SHA-256
7a01050d9093ac119bb44aef40b1921dd7e1159ada0e324aced2fa30618f9fd2(identity-disjoint from the held-out exam split by construction). - Method: QLoRA (4-bit NF4 base, bf16 compute) per Meta's official cookbook recipe; adapters on language projections only, vision tower frozen. LoRA r16 / alpha 32 / dropout 0.05, lr 1e-4 cosine, 3 epochs, effective batch 32, max seq 1024, seed 29, completion-only loss. Trained on Modal (1x H100).
- This upload is checkpoint checkpoint-185.
Held-out exam (§5, 305 rows never trained on)
Bars: decision >= 0.90 · citation >= 0.85 · forbidden outputs = 0 · UNKNOWN-preservation violations = 0.
- decision accuracy: 1.0
- rule citation accuracy: 1.0
- forbidden outputs: 0
- UNKNOWN-preservation violations: 0
- passed all four bars: True
Where it runs
Live endpoint (Modal): https://caudillsabastian6--glimmer-basil-serve-basil-read.modal.run The submitted runtime serves this adapter on the pinned base above; nothing else is in the runtime's model path.
Licence
Apache-2.0, inheriting the base model's licence.
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Model tree for CardCauldronTCG/basil-glimmer-qlora
Base model
meta-models/Muse-Glimmer-30B