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Elevating Base Falcon Model with ChatGPT Dataset: A Game-Changing Approach | LLM Finetuning | Colab

DataTrek
10.9K subscribers
1.2K views 2 years ago #ai #interviewquestions #python
#llm #datascience #ai #machinelearning #chatgpt Collab Notebook: https://colab.research.google.com/dri... LLM Series Falcon Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA    • Falcon Open-Source LLM: Custom Fine-tuning...   LLAMA-2 Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA    • LLAMA-2 Open-Source LLM: Custom Fine-tunin...   Pushing the Boundaries of LLMs: Sparse & Flash Attention, Quantisation, Pruning, Distillation, LORA    • Pushing the Boundaries of LLMs: Sparse & F...   Conversational AI : Understanding the Technology behind Chat-GPT | GPT| RLHF | Few Shot Inferences    • Conversational AI : Understanding the Tech...   The Good, the Bad, & the Ugly : Exploring the Dual Nature of Conversational LLMs | Open-Source LLMs    • The Good, the Bad, & the Ugly : Exploring ...   I've explored this method to improve the performance of a base Falcon model on …...more
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Elevating Base Falcon Model with ChatGPT Dataset: A Game-Changing Approach | LLM Finetuning | Colab
21Likes
1,285Views
2023Aug 9
#llm #datascience #ai #machinelearning #chatgpt Collab Notebook: https://colab.research.google.com/dri... LLM Series Falcon Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA    • Falcon Open-Source LLM: Custom Fine-tuning...   LLAMA-2 Open-Source LLM: Custom Fine-tuning Made Easy on a Single-GPU Colab Instance | PEFT | LORA    • LLAMA-2 Open-Source LLM: Custom Fine-tunin...   Pushing the Boundaries of LLMs: Sparse & Flash Attention, Quantisation, Pruning, Distillation, LORA    • Pushing the Boundaries of LLMs: Sparse & F...   Conversational AI : Understanding the Technology behind Chat-GPT | GPT| RLHF | Few Shot Inferences    • Conversational AI : Understanding the Tech...   The Good, the Bad, & the Ugly : Exploring the Dual Nature of Conversational LLMs | Open-Source LLMs    • The Good, the Bad, & the Ugly : Exploring ...   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    • Introduction to DataTrek: Data Science & M...   Business Enquiries: collabwithdatatrek@gmail.com Find me on Instagram:   / simplyspartanx   Music: https://www.bensound.com/royalty-free...

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DataTrek

10.9K subscribers