Update README.md

README.md

@@ -27,7 +27,7 @@ nasa-smd-ibm-v0.1 is a RoBERTa-based, Encoder-only transformer model, domain-ada
 - PubMed abstracts
 - PMC (commercial license subset)
 
-![Dataset Size Chart](https://cdn-uploads.huggingface.co/production/uploads/61099e5d86580d4580767226/CTNkn0WHS268hvidFmoqj.png)
+
 
 ## Training Procedure 
 - **Framework**: fairseq 0.12.1 with PyTorch 1.9.1
@@ -39,6 +39,7 @@ nasa-smd-ibm-v0.1 is a RoBERTa-based, Encoder-only transformer model, domain-ada
 - Pruned SQuAD2.0 (SQ2) Benchmark
 - NASA SMD Experts Benchmark (WIP)
 
+![Dataset Chart](https://cdn-uploads.huggingface.co/production/uploads/61099e5d86580d4580767226/h_Tf-mpBFzeUaRR2xeq7g.png)
 ![BLURB Benchmark Results](https://cdn-uploads.huggingface.co/production/uploads/61099e5d86580d4580767226/K0IpQnTQmrfQJ1JXxn1B6.png)
 ![SQ2 Benchmark Results](https://cdn-uploads.huggingface.co/production/uploads/61099e5d86580d4580767226/R4oMJquUz4puah3lvd5Ve.png)
 
@@ -89,4 +90,8 @@ NASA SMD
 - Sanaz Vahidinia
 - Ryan McGranaghan
 - Armin Mehrabian
-- Tsendgar Lee
+- Tsendgar Lee
+
+## Disclaimer
+
+This Encoder-only model is experimental, and we are still exploring ways to improve the model.