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ROUGE Metrics: Evaluating Summaries in Large Language Models.
Author(s): Pere Martra Originally published on Towards AI. The increment of business applications that are based on Large Language Models has brought the need to measure the quality of the solutions provided by these applications. Here is where metrics like ROUGE become …
Cracking the Code of Context: Word Vectorization Techniques in NLP
Author(s): Abhijith S Babu Originally published on Towards AI. You moved to a new town far from your country, where you happened to bump into someone in a coffee shop. A young woman around your age and instantly, you both were engaged …
From Text to Tangible: 3D-LLM Unleashes Language Models into the 3D World
Author(s): Louis Bouchard Originally published on Towards AI. An overview of the first 3D-LLM This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/ADlXEUqIt-8 We’ve seen large …
Transformers and Positional Embedding: A Step-by-Step NLP Tutorial for Mastery
Author(s): Rokas Liuberskis Originally published on Towards AI. CNNs and RNNs vs. Transformers This member-only story is on us. Upgrade to access all of Medium. https://www.youtube.com/embed/S_PqkxUP2PY I am starting a new tutorial series about Transformers. I’ll implement them step-by-step in TensorFlow, explaining …
Introduction to Audio Machine Learning
Author(s): Sujay Kapadnis Originally published on Towards AI. I am currently developing an Audio Speech Recognition system, so I needed to brush up my knowledge on the basics regarding it. This article is the result of that. Introduction to Audio Index Introduction …
Fit Your LLM in a single GPU with Gradient Checkpointing, LoRA, and Quantization.
Author(s): Jeremy Arancio Originally published on Towards AI. Fine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller. This member-only story is on us. Upgrade to access all of Medium. Whoever has ever tried to fine-tune a …
Modern NLP: A Detailed Overview. Part 4: The Latest Developments
Author(s): Abhijit Roy Originally published on Towards AI. In the current world, anyone with a connection to the web has heard of a tool called ChatGPT, which created havoc all around, and some have even tried to use it for different tasks …
Query Your DataFrames with Powerful Large Language Models using LangChain.
Author(s): Pere Martra Originally published on Towards AI. Get ready to use your own data with Large Language Models From Hugging Face Using a Vector Database and LangChain! Image By Author, generated with Dall-e 2 In the previous article, I explained how …
Modern NLP: A Detailed Overview. Part 3: BERT
Author(s): Abhijit Roy Originally published on Towards AI. In my previous articles about transformers and GPTs, we have done a systematic analysis of the timeline and development of NLP. We have seen how the domain moved from sequence-to-sequence modeling to transformers and …
Modern NLP: A Detailed Overview. Part 2: GPTs
Author(s): Abhijit Roy Originally published on Towards AI. In the first part of the series, we talked about how Transformer ended the sequence-to-sequence modeling era of Natural Language Processing and understanding. In this article, we aim to focus on the development of …
NLP News Cypher | 10.11.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Ankhesenamun on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 10.11.20 An Ode to Code Hey, welcome back! We have another great NLP Cypher for this week. And as …
NLP News Cypher | 10.18.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Fatih Yürür on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 10.18.20 Crash Override Hey welcome back! It’s a brand new week. And if you are unaware, we tapped …
Sentiments Analysis of Financial News as an Indicator for Amazon Stock Price
Author(s): Jay M. Patel Originally published on Towards AI. Natural Language Processing We will perform sentiments analysis using a News API for predicting Amazon (AMZN) stock price using Python Sentiments analysis of news has become one of the most robust ways of …
The NLP Cypher | 10.25.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Youhana Nassif on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 10.25.20 On Her Majesty’s Service Was knocking about the Big Bad NLP Database when I arrived on a …
Video to Text Description Using Deep Learning and Transformers | COOT
Author(s): Louis Bouchard Originally published on Towards AI. This new model published in the NeurIPS2020 conference uses transformers to generate accurate text descriptions for each sequence of a video, using both the video and a general description of it as inputs. As …
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