DataOil St.Breakdown of Hugging Face PEFTFrustrated by the maze of parameters in LLM fine-tuning? Confused by Hugging Face’s PEFT library? Let’s cut through the jargon and…Jul 6Jul 6
DataOil St.Can AGI manifest? Does AGI understand the law of attraction?Recently, I listened to a dumb podcast about robots replacing humans — Robots are becoming one of us.Jul 3Jul 3
DataOil St.Fine-Tuning LangChain LLM Applications: A Technical Perspective — Part 1Are you architecting LLM applications utilizing LangChain? The fine-tuning process of an LLM is a pivotal phase when you’re engineering an…Jul 7, 2023Jul 7, 2023
DataOil St.🚀 Leveraging Generative AI and Fine-Tuning for Enhanced Client Experience: A Deep Dive into…How Stitch Fix is leveraging Generative AI to enhance the experiences of clients by generating product descriptions?Jul 5, 2023Jul 5, 2023
DataOil St.🛑💼 Addressing the Elephant in the Room: Unraveling the Airbnb ‘Data Leakage’ Case & Proposing…🧩In the context of Airbnb’s customer data, ‘Real-time data leakage in production’ 💧 refers to a situation where certain information was…Jun 21, 2023Jun 21, 2023
DataOil St.inAnalytics VidhyaBeyond Classification: Harnessing Machine Learning and Graph Theory for Business IntelligenceMachine learning, a trending topic in the tech industry, is often misunderstood as merely a tool for classification or regression. However…Jun 17, 2023Jun 17, 2023
DataOil St.inAnalytics VidhyaAutoencoders(Part 1): What are Autoencoders?A feed forward neural network that encodes its input into a hidden representation and then decodes the input again from this hidden…Jun 27, 2022Jun 27, 2022
DataOil St.inAnalytics VidhyaTokenizing, Sequencing and Padding a Sarcasm datasetIn the previous articles we have discussed Tokenizing, Sequencing and Padding the sentences…now we will apply those methods on a real…Jul 10, 2020Jul 10, 2020
DataOil St.inAnalytics VidhyaNLP with Tensorflow — Padding sentencesAlright in the previous post we have learned to tokenize and sequence the tokens from a sentence. We can observe that the length of tokens…Jun 13, 2020Jun 13, 2020
DataOil St.inAnalytics VidhyaNLP with Tensorflow — Tokenizing and Sequencing the sentencesWhen we are dealing with images, it is easy for us to feed them into a neural network, as the pixel values were already numbers. But what…Jun 12, 2020Jun 12, 2020