PinnedPriyankainLevel Up CodingSlash API costs by 30% with Prompt Caching - Claude AnthropicIn this blog post, we discuss the Prompt Caching by Claude with an example in Python. We also calculate the cost savings of Prompt Caching.Aug 201Aug 201
PinnedPriyankainLevel Up CodingUnderstanding BERTopic IntuitivelyTopic modeling is an unsupervised technique to extract topics from a set of documents known as a corpus. LDA(Latent Dirichlet Allocation)…Feb 1, 20233Feb 1, 20233
PriyankainTowards AIBuild your AI portfolio with these 8 Projects!In this blog, we discuss 8 unique project ideas you can add to your AI Engineer Portfolio. Impress Tech recruiters by working on them!Aug 23Aug 23
PriyankainGenerative AIFLUX.1 — The new kid on the Text-to-Image BlockIn this post, we discuss the recently released FLUX.1 Text to Image model. We compare it with OpenAI’s DALL-E.Aug 133Aug 133
PriyankaTop 3 Attention Mechanisms used in Large Language Models(LLMs)Self-Attention is a paradigm that has changed the face of NLP. We discuss types such as Multi Head Attention, Multi Query Attention.Aug 9Aug 9
PriyankaLearn Word Embeddings with Stories — Part IThere are several techniques to convert text into meaningful numerical representations that have been evolved over the years. In this…Feb 5, 2023Feb 5, 2023
PriyankainLevel Up CodingThe SuperGLUE — GLUE on SteroidsSuperGLUE contains datasets and tasks to evaluate the general language understanding of Natural Language Processing(NLP) models. The…Jan 4, 2023Jan 4, 2023
PriyankaEvaluate Language Understanding of AI ModelsThe GLUE benchmark contains datasets and measures to evaluate general NLP models.Dec 5, 20222Dec 5, 20222
PriyankaCustom Stopwords for your text datasetRemoving stopwords is one of the steps that is performed as a part of text preprocessing usually after tokenization. The libraries NLTK and…Dec 2, 2022Dec 2, 2022
PriyankaPerplexity of Language ModelsPerplexity is an evaluation metric that measures the quality of language models. In this post, we will discuss what perplexity is and how…Nov 26, 20222Nov 26, 20222