Plains Cree Calibrated Figurative Classifiers
Collection
Final CLKD checkpoints calibrated on DeepSeek-annotated Bloomfield validation data — the base pipeline runs plus every jobs/ablation.sh condition. • 16 items • Updated
xlm-mlm-abl-tlm-contrastive-plains-cree-en-calibrated
FacebookAI/xlm-mlm-100-1280 calibrated on DeepSeek-annotated Bloomfield Plains Cree sentences for figurative language detection.
Training
Low-LR calibration of a CLKD checkpoint on gold/silver Bloomfield validation data (all DeepSeek-annotated sentences).
Base checkpoint: data/clkd_xlm-mlm-abl-tlm-contrastive
Literal : figurative ratio: 3:1 | Epochs: 15 | Learning rate: 5e-06
Hardware: 1× NVIDIA A100 40 GB
Labels: literal (0), idiom (1), metaphor (2), simile (3)
Intended use
Final deployed checkpoint for figurative language detection in Plains Cree.
Citation
If you use this model, please cite the associated thesis/paper (TBD).
Data
Training data includes:
- Bloomfield (1934) Plains Cree Texts (scraped and sentence-aligned)
- EdTeKLA Indigenous Languages Corpora
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Model tree for KonradBRG/xlm-mlm-abl-tlm-contrastive-plains-cree-en-calibrated
Base model
FacebookAI/xlm-mlm-100-1280