Model save

README.md

@@ -1,13 +1,9 @@
 ---
 library_name: transformers
-language:
-- multilingual
 license: other
 base_model: DedalusHealthCare/tinybert-mlm-de
 tags:
 - generated_from_trainer
-datasets:
-- ner_demo_de
 model-index:
 - name: tinybert-demo-de
   results: []
@@ -18,17 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # tinybert-demo-de
 
-This model is a fine-tuned version of [DedalusHealthCare/tinybert-mlm-de](https://huggingface.co/DedalusHealthCare/tinybert-mlm-de) on the ner_demo_de dataset.
-It achieves the following results on the evaluation set:
-- Loss: 0.4071
-- Disorder Finding Precision: 0.25
-- Disorder Finding Recall: 0.1818
-- Disorder Finding F1: 0.2105
-- Disorder Finding Number: 11
-- Overall Precision: 0.25
-- Overall Recall: 0.1818
-- Overall F1: 0.2105
-- Overall Accuracy: 0.9286
+This model is a fine-tuned version of [DedalusHealthCare/tinybert-mlm-de](https://huggingface.co/DedalusHealthCare/tinybert-mlm-de) on the None dataset.
 
 ## Model description
 
@@ -68,38 +54,3 @@ The following hyperparameters were used during training:
 - Pytorch 2.6.0+cu124
 - Datasets 2.16.0
 - Tokenizers 0.20.3
-
-
-## Model Performance
-
-This model has been evaluated on the **goldset from ner_disorderfinding_de_goldset** using
-IO evaluation (sklearn, token level, lenient) with the following results:
-
-### Overall Performance
-
-| Metric | Score |
-|--------|-------|
-| Precision (Macro) | 0.425082 |
-| Recall (Macro) | 0.467785 |
-| F1-Score (Macro) | 0.435900 |
-| Precision (Weighted) | 0.600185 |
-| Recall (Weighted) | 0.698514 |
-| F1-Score (Weighted) | 0.640943 |
-
-**Inference Performance**: 4.91 seconds for evaluation dataset
-
-### Entity-Level Performance (IO Evaluation)
-
-| Entity Type | Precision | Recall | F1-Score | Support |
-|-------------|-----------|--------|----------|---------|
-| DISORDER_FINDING | 0.753771 | 0.900890 | 0.820790 | N/A |
-
-### Evaluation Details
-
-- **Dataset**: goldset from ner_disorderfinding_de_goldset
-- **Dataset Source**: goldset
-- **Evaluation Date**: 2025-10-08 11:37:22
-- **Language**: de
-- **Entities**: DISORDER_FINDING
-
-*This evaluation section is automatically generated and updated.*