INFO:

#llm #datascience #ai #machinelearning #chatgpt Collab Notebook: https://colab.research.google.com/drive/1DTHxumyOPCjqJKRvqKCWbU_FEQLPgg4x#scrollTo=cjXdf0Cy9wMg LLM Series Falcon Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA https://youtu.be/CxqZ5j3xlt0 LLAMA-2 Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA https://youtu.be/8cc4bJtycOA Pushing the Boundaries of LLMs: Sparse u0026 Flash Attention, Quantisation, Pruning, Distillation, LORA https://youtu.be/mF7OM_XU2S4 Conversational AI : Understanding the Technology behind Chat-GPT | GPT| RLHF | Few Shot Inferences https://youtu.be/JKoJ5YIr2O4 The Good, the Bad, u0026 the Ugly : Exploring the Dual Nature of Conversational LLMs | Open-Source LLMs https://youtu.be/MHfzoHC4kek I've explored this method to improve the performance of a base Falcon model on a specific task by using a dataset created with ChatGPT. This approach can be applied to any open-source large language model (LLM) and task, and it involves fine-tuning a smaller model with the output of the larger model. The advantage of this method is that it allows us to achieve similar performance to the larger model with a smaller, more efficient model. #datascience #machinelearning #statistics #deeplearning #programming #python #datatrek #youtube #interview #interviewpreparation #interviewquestions #datascientist #dataanalytics #machinelearningengineer #datasciencejobs #datasciencetraining #datasciencecourse #datascienceenthusiast #career #careeropportunities #careergrowth #careerdevelopment #datascienceenthusiast #interviewing #ml #ai About DataTrek Series https://youtu.be/YvUMvFVwC_E Business Enquiries: [email protected] Find me on Instagram: https://www.instagram.com/simplyspartanx/ Music: https://www.bensound.com/royalty-free-music