---
base_model: FacebookAI/xlm-mlm-100-1280
language:
- crk
license: cc-by-4.0
pipeline_tag: text-classification
tags:
- figurative-language
- text-classification
- plains-cree
- clkd
- low-resource
- calibrated
---

# xlm-mlm-alpha-0p15-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-alpha-0p15`
**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*](https://bloomfield.kiyanaw.net) (scraped and sentence-aligned)
- [EdTeKLA Indigenous Languages Corpora](https://github.com/EdTeKLA/IndigenousLanguages_Corpora)