Update README.md

README.md

@@ -25,12 +25,17 @@ HTR for the same 4.5 mill tokens with Page to Page congruence, and broadly line
     
    Starting with testing the capabilities of the mT5-Small model using:
 
-   (a) Page to Page dataset of 400 .txt pages of raw HTR output which are congruent with 400 pages
+   (a) Page to Page dataset of 100 .txt pages of raw HTR output which are congruent with 400 pages
        of hand-corrected HTR output to near Ground Truth standard
-   (b) Line by line dataset of 40,000 lines of raw HTR output which are congruent with 40,00 lines
+   (b) Line by line dataset of 40,000 lines of raw HTR output which are congruent with 40,000 lines
        of hand corrected HTR output
    
-2. Training and comparing small LLMs with an expanded Dataset 2 [30 mill tokens]
+2. Fine-tuning and comparing the same models with increasingly larger training data sets
+
+   * 100 pages = 40,000 lines = 0.4 mill words
+   * 200 pages = 80,000 lines = 0.8 mill words
+   * 400 pages = 160,000 lines = 1.6 mill words
+   * 800 pages = 340,000 lines = 3.2 mill words
 
 DATASETS