review readme

README.md

@@ -24,12 +24,13 @@ This model has been adapted for short, OCR-noisy and fragmentary inputs typical
 
 ## Model Details
 
-- **Model type:** Language identification
-- **Interface:** Hugging Face `transformers` pipeline
-- **Languages supported:** fr, de, en, it, lb
+### Model Description
+
+- **Developed by:** [Impresso team](https://impresso-project.ch), in collaboration with the University of Zurich (UZH). The project is supported by the Swiss National Science Foundation and the Luxembourg National Research Fund.
+- **Model type:** Language identification using a transformer-based classification architecture
+- **Languages:** French, German, English, Italian, Luxembourgish
 - **License:** AGPL-3.0
-- **Developed by:** UZH, Switzerland
-- **Training data:** Historical newspapers from the impresso corpus and related sources
+- **Finetuned from:** Custom model trained on historical newspaper data from the Impresso corpus
 
 ## How to Use