
Original model	Unbabel/XCOMET-XXL
EOLE architecture	`transformer_encoder_scorer`
Scoring type	`comet`
Class identifier	`xcomet_metric`
EOLE scorer	`EOLE-XCOMET`
Requires reference	Yes
Encoder	XLM-R XXL style encoder

Usage

Requires an EOLE version with native xCOMET scorer support.

Validation Metric

yaml

valid_metrics: ["EOLE-XCOMET"]
comet_model: eole-nlp/xcomet-xxl-eole
comet_batch_size: 4

Direct Scoring

eole predict emits scalar xCOMET scores. xCOMET span metadata is available internally through EOLE's predict_xcomet(...) path and the parity harness.

bash

eole predict \
  --model_path eole-nlp/xcomet-xxl-eole \
  --src /path/to/src.txt \
  --tgt /path/to/mt.txt \
  --ref /path/to/ref.txt \
  --output /path/to/scores.txt \
  --with_score

By default, direct scoring writes one segment score per input line. To emit a single aggregate system score, add --score_level system:

bash

eole predict \
  --model_path eole-nlp/xcomet-xxl-eole \
  --src /path/to/src.txt \
  --tgt /path/to/mt.txt \
  --ref /path/to/ref.txt \
  --output /path/to/system-score.txt \
  --with_score \
  --score_level system

score_level: system writes one numeric line containing the arithmetic mean of the segment scores, similar to Unbabel COMET's --only_system mode but using EOLE's score-file format.

Conversion

Converted with:

bash

eole convert COMET \
  --model Unbabel/XCOMET-XXL \
  --output xcomet-xxl-eole

Parity

This conversion was parity-checked against the upstream Unbabel COMET runtime. On a 100-line WMT17 slice, native EOLE scoring matched the upstream baseline within floating point tolerance:

Metric	Value
System score delta	`4.86e-07`
Sentence MAE	`5.95e-07`
Sentence max abs	`3.10e-06`
MQM score max abs	`0.0`
Span sentence mismatches	`0`

Original Model and Attribution

This model is a conversion of Unbabel/XCOMET-XXL. The model weights were converted without modification.

This converted repository follows the upstream model license: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC-BY-NC-SA-4.0). Use is subject to the upstream non-commercial, attribution, and share-alike terms. Please refer to the original model card and license for training data, intended use, limitations, and citation details.

Unbabel COMET: https://github.com/Unbabel/COMET