Update README.md

README.md

@@ -5,11 +5,11 @@
 
 # ⚡ LitGPT
 
-**Pretrain, finetune, deploy 20+ LLMs on your own data**
+**Pretrain, finetune, evaluate, and deploy 20+ LLMs on your own data**
 
 Uses the latest state-of-the-art techniques:
 
-✅ fp4/8/16/32      ✅ LoRA, QLoRA, Adapter (v1, v2)      ✅ flash attention      ✅ FSDP      ✅ 1-1000+ GPUs/TPUs
+✅ flash attention      ✅ fp4/8/16/32      ✅ LoRA, QLoRA, Adapter (v1, v2)      ✅ FSDP      ✅ 1-1000+ GPUs/TPUs
 
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@@ -32,14 +32,15 @@ Uses the latest state-of-the-art techniques:
 
  
 
-## Finetune, pretrain and deploy AI models Lightning fast ⚡⚡
-LitGPT is a command-line tool to use, pretrain, finetune and deploy LLMs. It is based on configs with highly-optimized recipes for training the world's largest, most powerful open-source LLMs.     
+## Finetune, pretrain and deploy LLMs Lightning fast ⚡⚡   
+LitGPT is a command-line tool designed to easily [finetune](#finetune-an-llm), [pretrain](#pretrain-an-llm), [evaluate](#use-an-llm), and deploy [20+ LLMs](#choose-from-20-llms) **on your own data**. It features highly-optimized [training recipes](#training-recipes) for the world's most powerful open-source large-language-models (LLMs).
 
-We've reimplemented all the model architectures and training recipes for 3 reasons:   
+We reimplemented all model architectures and training recipes from scratch for 4 reasons:   
 
-1. Remove all abstraction layers and have single file implementations.
-2. Guarantee Apache 2.0 compliance to enable enterprise use without limits.
-3. Optimized every detail of every model to get the fastest performance possible to lower cost and training speeds.       
+1. Remove all abstraction layers and have single file implementations.   
+2. Guarantee Apache 2.0 compliance to enable enterprise use without limits.    
+3. Optimized every detail of every model to get the fastest performance possible to lower cost and training speeds.    
+4. Config based for highly-optimized recipes.