Update README.md

README.md

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 ---
 license: cc-by-nc-sa-4.0
+library_name: transformers
+pipeline_tag: token-classification
 ---
+### xlm-roberta-base for token classification, specifically fine-tuned for question-answer extraction for Finnish
+
+This is the `xlm-roberta-base`, fine-tuned on manually annotated Finnish data, ChatGPT-annotated data and a semi-synthetic dataset based on the LFQA dataset.
+### Hyperparameters
+```
+batch_size = 8
+epochs = 10 (trained for less)
+base_LM_model = "xlm-roberta-base"
+max_seq_len = 512
+learning_rate = 1e-5
+```
+### Performance
+```
+Accuracy = 0.85
+Question F1 = 0.82 
+Answer F1 = 0.75
+```
+
+### Usage
+
+Instructions on how to use the results will be added later.