Update README.md

README.md

@@ -20,7 +20,7 @@ pipeline_tag: text2text-generation
 - **Contact**: pierluigi.cassotti@gu.se
 
 ### Model Description
-Janus is a fine-tuned **Llama 3 8B** model designed to generate historically and semantically accurate word usages. It takes as input a word, its sense definition, and a historical year and produces example sentences that reflect linguistic usage from the specified period. This model is particularly useful for **semantic change detection**, **historical NLP**, and **linguistic research**.
+Janus is a fine-tuned **Llama 3 8B** model designed to generate historically and semantically accurate word usages. It takes as input a word, its sense definition, and a year and produces example sentences that reflect linguistic usage from the specified period. This model is particularly useful for **semantic change detection**, **historical NLP**, and **linguistic research**.
 
 ### Intended Use
 - **Semantic Change Detection**: Investigating how word meanings evolve over time.
@@ -46,8 +46,6 @@ Janus is a fine-tuned **Llama 3 8B** model designed to generate historically and
 - **Batch Size**: **4**
 - **Learning Rate**: **2e-4**
 - **Epochs**: **1**
-- **Framework**: Hugging Face Transformers
-- **Fine-tuning Script**: `finetuning.py`
 
 ### Model Performance
 - **Temporal Accuracy**: Root mean squared error (RMSE) of **~52.7 years** (close to OED ground truth)