Update README.md

README.md

@@ -5,19 +5,20 @@ language:
 library_name: transformers
 pipeline_tag: text-generation
 ---
-# Wizardlm Alpaca Dolly Orca Open_LLaMa_13b
-An Open_LLaMA-7B model trained on custom explain tuned datasets, created using Instructions and Input from WizardLM, Alpaca & Dolly-V2 datasets and applying Orca Research Paper dataset construction approaches.
+# orca_mini_7b
+
+An [OpenLLaMa-7B model](https://github.com/openlm-research/open_llama) model trained on explain tuned datasets, created using Instructions and Input from WizardLM, Alpaca & Dolly-V2 datasets and applying Orca Research Paper dataset construction approaches.
 
 
 # Dataset
 
-We trained [OpenLLaMa-3B model](https://github.com/openlm-research/open_llama) on custom explain tuned [WizardLM dataset ~70K](https://github.com/nlpxucan/WizardLM), [Alpaca dataset ~52K](https://crfm.stanford.edu/2023/03/13/alpaca.html)  & [Dolly-V2 dataset ~15K](https://github.com/databrickslabs/dolly) created using approaches from [Orca Research Paper](https://arxiv.org/abs/2306.02707).
+We build explain tuned [WizardLM dataset ~70K](https://github.com/nlpxucan/WizardLM), [Alpaca dataset ~52K](https://crfm.stanford.edu/2023/03/13/alpaca.html)  & [Dolly-V2 dataset ~15K](https://github.com/databrickslabs/dolly) created using approaches from [Orca Research Paper](https://arxiv.org/abs/2306.02707).
 
 We leverage all of the 15 system instructions provided in Orca Research Paper. to generate custom datasets, in contrast to vanilla instruction tuning approaches used by original datasets.
 
-This helps student model aka [wizardlm_alpaca_dolly_orca_open_llama_7b](https://huggingface.co/psmathur/wizardlm_alpaca_dolly_orca_open_llama_7b) to learn ***thought*** process from teacher model, which is ChatGPT (gpt-3.5-turbo-0301 version).
+This helps student model aka [wizardlm_alpaca_dolly_orca_open_llama_13b](https://huggingface.co/psmathur/wizardlm_alpaca_dolly_orca_open_llama_13b) to learn ***thought*** process from teacher model, which is ChatGPT (gpt-3.5-turbo-0301 version).
 
-Please see below example usage how the **System** prompt is added before each *instruction*.
+Please see below example usage how the **System** prompt is added before each **instruction**.
 
 # Training