Update README.md

README.md

@@ -11,7 +11,7 @@ Created with Chat GPT 4o using a link to this model repository, and a brief prom
 # FinPlan-1
 
 FinPlan-1 is a an LLM trained to assist with the creation of basic personal financial plans for individuals. This model is built off of the
-Fino1 model which is itself a version of Llama-3.1-8B-Instruct, which was CoT fine-tuned to improve its financial reasoning ability.
+Fino1 8B model which is itself a version of Llama-3.1-8B-Instruct, which was CoT fine-tuned to improve its financial reasoning ability.
 
 
 
@@ -317,11 +317,10 @@ I strongly recommend double checking the figures presented by this model. While
 that safeguard is not implemented for the goals task. Further, this model should be limited in its use for out of scope tasks as the generalization benchmarks demonstrated that
 compared to its base model, this model exhibits decreased reasoning ability outside its domain specific task. 
 
-In order to improve this model I would recommend future model trainers and tuners focus on adjusting this model to default to producing python code for all mathematics based 
-prompts. Sticking with python for mathematics processing should allow the model to perform more highly on the goals task while retaining performance on the 
-
-[More Information Needed]
-
+To improve this model I recommend future model trainers and tuners focus on adjusting this model to default to producing python code for all mathematics based 
+prompts. Sticking with python for mathematics processing should allow the model to perform more highly on the goals task while retaining performance on the budgeting task.
+This creates two tasks which have similar expected response outputs rather than attempting to train the same model for two very different tasks within the same
+domain as was done here. 
 
 ### Compute Infrastructure