5 Passive Income Ideas For Data Scientists
Author(s): Egor Howell Originally published on Towards AI. How Data Scientists can gain some extra incomeImage by author. Icon in image from: βhttps://www.flaticon.com/free-icons/youtube" title=βyoutube iconsβ Youtube icons created by Freepik β Flaticon. Letβs quickly define what we mean by βpassive income.β No …
Why LLama2 Pro 8B Is So Much Better Than LLama2 8b And Mistral 7B β Here is The Result
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. the AI news in the past 7 days has been insane, with so much happening in the world of AI Last week, Tencentβs ARC Lab announced the release of their llama2 pro training …
LLM Researcher and Scientist Roadmap: A Guide to Mastering Large Language Models Research
Author(s): Youssef Hosni Originally published on Towards AI. This comprehensive article serves as a roadmap for aspiring LLM researchers and scientists, offering a step-by-step guide to mastering the intricacies of Large Language Models (LLMs) to take your first step as a researcher …
Use Pinecone Vector DB For Querying Custom Documents
Author(s): Skanda Vivek Originally published on Towards AI. A tutorial on how to use a vector DB like Pinecone for querying custom docs for retrieval augmented generationPrototype Vector DB Architecture For Querying Documents U+007C Skanda Vivek Vector DBs are all the rage …
Pause for Performance: The Guide to Using Early Stopping in ML and DL Model Training
Author(s): Shivamshinde Originally published on Towards AI. Photo by Aleksandr Kadykov on Unsplash Table of Content Introduction– What are Bias and Variance?– What is Overfitting, Underfitting, and Right Fit in Machine Learning?– What is Regularization? What is Early Stopping? Pros and Cons …
How to Tailor A Column Chart for Communication
Author(s): Angelica Lo Duca Originally published on Towards AI. Image by Author Drawing a column chart helps represent categories and values. However, a column chart is sometimes too overwhelming with useless content, and the audience may struggle to understand what it means. …
Top Important LLM Papers for the Week from 08/01 to 14/01
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
DPO, Open-Sourceβs New Weapon in the AI War
Author(s): Ignacio de Gregorio Originally published on Towards AI. The end of RLHF? Top highlight βIt is only rarely that, after reading a research paper, I feel like giving the authors a standing ovation.β If this is how one of the most …
Hands-On LangChain for LLM Applications Development: Vector Database & Text Embeddings
Author(s): Youssef Hosni Originally published on Towards AI. Once you have loaded your documents and split them up into small, semantically meaningful chunks, itβs time to put these chunks into an index, whereby we can easily retrieve them when it comes time …
Lastest Feature of ChunkDot
Author(s): Rodrigo Agundez Originally published on Towards AI. Lastest Feature of ChunkDot Photo by Emile Guillemot on Unsplash In my last 2 blog posts, I introduced ChunkDot, a multi-threaded matrix multiplication, and cosine similarity calculations at scale for dense and sparse matrices. …
CrewAi + Solor/Hermes + Langchain + Ollama = Super Ai Agent
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. As technology booms, AI Agents are becoming game changers, quickly becoming partners in problem-solving, creativity, and innovation, and this is what makes CrewAI unique. Can you imagine? In just a few minutes, you …
How To Understand OCR Quality To Optimize Performance
Author(s): Eivind Kjosbakken Originally published on Towards AI. OCR is an important tool for understanding documents, which it does by extracting all text from an image, which can then be combined with models like LLMs to create powerful AI systems. Despite current …
Bridging the Gap: Integrating Data Science and Decision Science through Six Essential Questions
Author(s): Peyman Kor Originally published on Towards AI. Data Science is the discipline of making data useful β But How? It has been now more than one decade since Thomas H. Davenport and DJ Patilthree wrote their famous Harvard Business Review article: …
20x Savings on OpenAI Bills by This Simple Method
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. LLMLingua uses GPT2-small and LLaMA-2-7B to decrease the prompt size by 20x TLDR: If you want to U+1F4B0 Save Cost by reducing both prompt and generation lengths.U+1F4DD Extend Context Support beyond …
OpenChat 7B An Open Source Model That Beats ChatGPT-3.5
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Another great mid-size LLM in the Open Source Arena! When it rains, it Pours! OpenChat brings a novel method to train large language models. It incorporates SFT (Supervised fine-tuning) and RLFT …
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