Update README.md

README.md

@@ -19,11 +19,11 @@ Falcon3-7B-Base supports 4 languages (english, french, spanish, portuguese) and
 
 ## Model Details
 - Architecture
-  - transformer based causal decoder only architecture
+  - Transformer based causal decoder only architecture
   - 28 decoder blocks
-  - grouped query attention (GQA) for faster inference: 12 query heads and 4 KV heads
-  - wider head dimension: 256
-  - high RoPE value to support long context understanding: 1000042
+  - Grouped query attention (GQA) for faster inference: 12 query heads and 4 KV heads
+  - Wider head dimension: 256
+  - High RoPE value to support long context understanding: 1000042
   - 32k context length
   - 131k vocab size
 - Pretrained on 14 Gigatokens of datasets comprising of web, code, STEM, high quality and mutlilingual data using 2048 H100 GPU chips