Update README.md

README.md

@@ -19,13 +19,13 @@ matched against the New Imatrix NEO V1 Q2K and New Imatrix NEO V1 IQ3_XXS upgrad
 
 (this does not display the full level / extent of upgrades, this is a test run to show initial upgrades / changes.)
 
-3 quants noted can be download now. Other quants will upload at a later date.
+3 quants noted can be downloaded now. Other quants will upload at a later date.
 
 Tech was developed in house by DAVID_AU for the specialized "IMATRIX NEO V1 upgrades."
 
 Prompts tested with "temp=0" to ensure compliance, 2048 context (model supports 131,000 context / 128k), and "chat" template for COMMAND-R.
 
-Upgrades really "shines" on longer form generation (prompts #2 and #3 below).
+Upgrades really "shine" on longer form generation (prompts #2 and #3 below).
 
 PPL notes: