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Exploring the World of Generative AI, Foundation Models, and Large Language Models: Concepts, Tools, and Trends
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. pixabay Artificial Intelligence (AI) has made tremendous strides in recent years, largely driven by advances in Deep Learning. With the advent of ChatGPT last year, the popularity of the Generative AI world increased …
Inside StarCoder: The New Open Source LLM that Can Generative Code in Over 80 Programming Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. The new project is part of the BigCode initiative by Hugging Face and ServiceNow. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
How to Fine-Tune Meta SAM
Author(s): Luhui Hu Originally published on Towards AI. Photo by Wolfgang Hasselmann on Unsplash Checkpoint-based fine-tuning of Meta pre-trained SAM for domain images Transformers and foundation models have reinvented AI and ushered in a new AI era of unifying NLP and CV, …
SAM: A Image Segmentation Foundation Model
Author(s): Poojatambe Originally published on Towards AI. Segment Anything Model by Facebook’s Meta AI Research SAM With new advances in Generative AI, large-scale models called foundation models are developed. The foundation models are trained on a massive amount of unannotated data and …
Foundation Models: Scaling Large Language Models
Author(s): Luhui Hu Originally published on Towards AI. Inside generative AI and LLMs such as ChatGPT, GPT-4, Claude, Bard, LLaMA, ToolFormer, Google USM, PaLM, NeMo, Dolly, etc. Foundation — Tree of Life (Photo courtesy by author) The thrilling AI journey took off …
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