Update README.md

README.md

@@ -22,11 +22,7 @@ This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.1](https
 
 ## Model description
 
-Article: https://ai.plainenglish.io/fine-tuning-the-mistral-7b-instruct-v0-1-model-with-the-emotion-dataset-c84c50b553dc
-
-Fine tunning: https://github.com/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_Emotion.ipynb
-
-Evaluation: https://github.com/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_EmotionQADataset.ipynb
+Article: https://medium.com/@frankmorales_91352/fine-tuning-mistral-7b-instruct-v0-1-88b27a194248
 
 ## Intended uses & limitations
 
@@ -44,13 +40,7 @@ optimizer: Adam with betas=(0.9,0.999)
 and epsilon=1e-08 lr_scheduler_type: constant lr_scheduler_warmup_ratio: 0.03 
 
 
-num_epochs: 1
-
-Accuracy (Eval dataset and predict) for a sample of 2000: 59.45%
-
-num_epochs: 25
 
-Accuracy (Eval dataset and predict) for a sample of 2000: 79.95%
 
 num_epochs: 40