List: NLP | Curated by Miguel Doctor Yuste

Feb 2, 2025
112 stories
1 save
NLP
In
TDS Archive
by
Shreya Rao
NLP Illustrated, Part 3: Word2VecAn exhaustive and illustrated guide to Word2Vec with code!
Jan 29
3
Jan 29
3
In
AI Advances
by
Isuru Lakshan Ekanayaka
Deploying and Managing Ollama Models on Kubernetes: A Comprehensive GuideDeploying machine learning models can be challenging, especially when aiming for scalable and maintainable deployments. Kubernetes (K8s)…
Nov 9, 2024
Nov 9, 2024
In
TDS Archive
by
Muhammad Ardi
Paper Walkthrough: Attention Is All You NeedThe complete guide to implementing a Transformer from scratch
Nov 3, 2024
12
Nov 3, 2024
12
In
Towards AI
by
Milan Tamang
Build Your Own Llama 3 Architecture from Scratch Using PyTorchA step-by-step guide to building the complete architecture of the Llama 3 model from scratch and performing training and inferencing on a…
Sep 1, 2024
6
Sep 1, 2024
6
In
Stackademic
by
M K Pavan Kumar
The Future of SQL: Crafting Queries with Large Language ModelsIn the article “The Future of SQL: Crafting Queries with Large Language Models,” we explore the innovative integration of Local Large…
Dec 24, 2023
1
Dec 24, 2023
1
In
AI Advances
by
Prince Krampah
Advanced Retrieval Techniques In RAGHey there, welcome back. Now that you are able to build and run RAG applications, do you really think your applications are ready for…
Dec 12, 2023
2
Dec 12, 2023
2
Martin Thissen
Mixtral 8x7B on Your Local Computer | Free GPT-4 AlternativeIn this article I will point out the key features of the Mixtral 8x7B model and show you how you can run the Mixtral 8x7B model on your…
Dec 17, 2023
7
Dec 17, 2023
7
In
TDS Archive
by
Maarten Grootendorst
9 Distance Measures in Data ScienceThe advantages and pitfalls of common distance measures
Feb 1, 2021
26
Feb 1, 2021
26
Madhav Thaker
(Part 1) Build your own RAG with Mistral-7B and LangChainLLMs have taken the world by storm and rightfully so. They help you with every day tasks like building a coding project, creating a recipe…
Nov 14, 2023
16
Nov 14, 2023
16
In
AI Mind
by
John Adeojo
A Quick Tutorial on Multi-Agent Workflows with AutoGenDeveloping a Multi-Agent RAG for Open-Domain QA on Wikipedia
Nov 8, 2023
Nov 8, 2023
In
TDS Archive
by
Leonie Monigatti
Retrieval-Augmented Generation (RAG): From Theory to LangChain ImplementationFrom the theory of the original academic paper to its Python implementation with OpenAI, Weaviate, and LangChain
Nov 14, 2023
15
Nov 14, 2023
15
Nour Eddine Zekaoui
Ask Your Web Pages Using Mistral-7b & LangChainChat with Web Pages — Mistral-7b, Hugging Face, LangChain, ChromaDB
Nov 2, 2023
4
Nov 2, 2023
4
Madhusudhan Konda
Developing LLM Based Applications: Implementing a RAG based Private Data Bot (4/n)When we search for something on Google, we’re presented with a plethora of websites, links, and documents. It’s up to us to click on the…
Sep 23, 2023
1
Sep 23, 2023
1
In
TDS Archive
by
David R. Winer
Towards Generative AI for Model ArchitectureHow “MAD” AI will help us discover the next transformer
Nov 10, 2023
2
Nov 10, 2023
2
In
Towards AI
by
Pere Martra
Create a SuperPrompt for Natural Language to SQL Conversion for OpenAI.One of the things that has changed more in recent months, since the ChatGPT boom, is the emergence of massive large language models able to…
Nov 3, 2023
1
Nov 3, 2023
1
Rubentak
Talk to your files in a local RAG application using Mistral 7B, LangChain 🦜🔗 and Chroma DB (No…I will show how you can use the Mistral 7B model on your local machine to talk to your personal files in a Chroma vector database
Oct 24, 2023
9
Oct 24, 2023
9
In
Level Up Coding
by
Yanli Liu
A Step-by-Step Guide to Runing Mistral-7b AI on a Single GPU with Google ColabHow to run your AI efficiently through 4-bit Quantization (with Colab notebook included!) .
Oct 9, 2023
9
Oct 9, 2023
9
In
Epsilla
by
Richard Song
Build A ChatBot That Runs Purely On Your Local Machine (Using Llama 2 + Epsilla + LangChain +…Since late 2022, ChatGPT has gained significant attention, capturing the interest of people across the globe. The technology behind it…
Sep 29, 2023
1
Sep 29, 2023
1
In
TDS Archive
by
Samuel Montgomery
Mastering Language ModelsNavigating the quality-diversity tradeoff with temperature, top-p, top-k, and more
Oct 3, 2023
6
Oct 3, 2023
6
In
Towards AI
by
Damian Gil
Talk to your documents as PDFs, txts, and even web pagesComplete guide to creating a web and the intelligence that allows you to ask questions to docs such as PDFs, TXTs, and even web pages using…
Aug 24, 2023
6
Aug 24, 2023
6