Natural language processing course 2022/23: Slovenian Language Assistant for Virtual Conversations (SLAVC)

Team members:

• Robert Jutreša, 63180138, [email protected]
• Luka Škodnik, 63180033, [email protected]
• Valter Hudovernik, 63160134, [email protected]

Group public acronym/name: SLAB

This value will be used for publishing marks/scores. It will be known only to you and not you colleagues.

Installation

conda env create -f conda.yaml
conda activate nlp

Data

OASST Data:

oasst-ready_for_export

Translated OASST Data from English, Spanish, Russian and German:

oasst-ready_for_export-translated

Kaggle Version

Trained models

• ls1906/t5-sl-small-finetuned-assistant
• vh-student/t5-sl-large-oasst-pairs
• vh-student/t5-sl-large-oasst-context
• vh-student/gpt-sl-oasst1-pairs
• vh-student/gpt-sl-oasst1-context
• vh-student/sloberta-si-rrhf

Run inference

Evaluation located in evaluation.ipynb can be rerun for reproducibility purposes.

Report

Final Report