Update README.md

README.md

@@ -13,8 +13,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 # Models-RoBERTa-1704501009.345538
 
-This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
-It achieves the following results on the evaluation set:
+This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an MNLI dataset.
+It achieves the following results on the evaluation set (1000 instances of MNLI validation matched):
 - eval_loss: 0.2357
 - eval_accuracy: 0.92
 - eval_runtime: 7.4465
@@ -25,7 +25,15 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+The baseline NLI model is a fine-tuned version of *roberta-base* for Text Classifacation
+on the MNLI dataset , with entailments as label 0 and all others (neutral or contradiction) 
+as label 1.
+
+Two classes:
+
+* entailment: 0
+
+* non-entailment: 1
 
 ## Intended uses & limitations
 
@@ -33,7 +41,12 @@ More information needed
 
 ## Training and evaluation data
 
-More information needed
+Model's performance on the validation sets:
+
+```
+MNLI: 92.07%
+MNLI-mm: 92.09%
+```
 
 ## Training procedure