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README.md

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 # Wizardlm Alpaca Dolly Orca Open_LLaMa_3b
-An Open_LLaMA-3B model trained on custom explain tuned datasets, created using Instructions and Input from WizardLM, Alpaca & Dolly-V2 datasets and applying [Orca Research Paper](https://arxiv.org/abs/2306.02707) dataset construction approaches.
+An Open_LLaMA-3B 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.
 
 
 # Dataset
 
 We trained [OpenLLaMa-3B model](https://github.com/openlm-research/open_llama) on custom explain tuned [Alpaca dataset](https://crfm.stanford.edu/2023/03/13/alpaca.html) (~52K) 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](https://arxiv.org/abs/2306.02707) to generate custom Alpaca dataset, in contrast to vanilla instruction tuning approaches used by original [Alpaca research paper](https://crfm.stanford.edu/2023/03/13/alpaca.html).
+We leverage all of the 15 system instructions provided in Orca Research Paper. to generate custom Alpaca dataset, in contrast to vanilla instruction tuning approaches used by original [Alpaca research paper](https://crfm.stanford.edu/2023/03/13/alpaca.html).
 
 This helps student model aka [alpaca_orca_open_llama_3b](psmathur/alpaca_orca_open_llama_3b) to learn ***thought*** process from teacher model, which is ChatGPT (gpt-3.5-turbo-0301 version).