Update README.md

README.md

@@ -16,19 +16,19 @@ tags:
 - SFT
 - fine-tuning
 ---
-*last updated Nov 19th 2023*
+*last updated Dec 7th 2023*
 ## About
 Trelis Research provides:
-- Specialised fine-tuned models
+- Function-calling models
 - Advanced fine-tuning scripts.
-- Inference guides.
+- Advanced inference guides.
 
 ## Function-calling Models and Datasets
 
 [Learn more here](https://trelis.com/function-calling/)
 
 - Fine-tuned models for function calling - from 1.3B to 70B in size, incl. Yi, Deepseek, Llama and more
-- [Dataset to fine-tune models for function calling](https://huggingface.co/datasets/Trelis/function_calling_extended)
+- [Dataset to fine-tune models for function calling](https://huggingface.co/datasets/Trelis/function_calling_v3)
 - Scripts to fine-tune models for function calling and structured responses
 
 ## ADVANCED Fine-tuning Scripts
@@ -40,8 +40,9 @@ Trelis Research provides:
 1. Scripts to create and use Embeddings
 1. Quantization Scripts
 1. Chat fine-tuning Scripts
+2. Function calling fine-tuning
 
-## LLM Server Setup
+## ADVANCED Inference
 - Server setup and inference guide for open source models.
 - Inference for function calling.
 - [Video: Run Llama 2 on AWS](https://youtu.be/Ror2xOOA-VE)