Update README.md

README.md

@@ -156,9 +156,11 @@ You can finetune this model on your own dataset.
 
 ### Training Dataset
 
-#### all-nli-pair-class
+#### https://huggingface.co/datasets/MasterControlAIML/triplet_finetuning_embeddings.csv
+#### https://huggingface.co/datasets/MasterControlAIML/pair_class_finetuning_embeddings.csv
+#### https://huggingface.co/datasets/MasterControlAIML/question_answer_finetuning_embeddings.csv
 
-* Dataset: all-nli-pair-class
+* Dataset: MasterControlAIML/pair_class_finetuning_embeddings.csv
 * Size: 300,000 training samples
 * Columns: <code>sentence_a</code>, <code>sentence_b</code>, and <code>label</code>
 * Approximate statistics based on the first 1000 samples:
@@ -307,7 +309,7 @@ You can finetune this model on your own dataset.
 ### Training Logs
 <details><summary>Click to expand</summary>
 
-| Epoch  | Step  | Training Loss | all-nli-triplet loss | natural-questions loss | all-nli-pair-class loss |
+| Epoch  | Step  | Training Loss | triplet loss | natural-questions loss | pair-class loss |
 |:------:|:-----:|:-------------:|:--------------------:|:----------------------:|:-----------------------:|
 | 0.0026 | 10    | 1.1707        | -                    | -                      | -                       |
 | 0.0051 | 20    | 1.4398        | -                    | -                      | -                       |