Update README.md

README.md

@@ -81,11 +81,11 @@ See the [demo notebook](https://github.com/NatLibFi/FinGreyLit/blob/main/experim
 
 ### Training Data
 
-The model was fine-tuned on 520 training documents from the [FinGreyLit](https://github.com/NatLibFi/FinGreyLit) data set.
+The model was fine-tuned on 620 training documents from the [FinGreyLit](https://github.com/NatLibFi/FinGreyLit) data set.
 
 ### Training Procedure
 
-The model was fine-tuned in the [University of Helsinki HPC environment](https://helpdesk.it.helsinki.fi/en/services/scientific-computing-services-hpc) on a single A100 GPU using the Axolotl tool and the QLoRA method.
+The model was fine-tuned in the [University of Helsinki HPC environment](https://helpdesk.it.helsinki.fi/en/services/scientific-computing-services-hpc) on a single A100 GPU using the Axolotl tool and the LoRA method.
 See the [notebook used for training](https://github.com/NatLibFi/FinGreyLit/blob/main/experiments/axolotl-finetune-llm/Axolotl-fine-tune-Qwen2-0.5B.ipynb) for details such as hyperparameters.
 
 ## Evaluation