NLP

Posts about Natural language processing
Mar
12
gpt-oss-20b Made Easy. Full-Parameter Fine-Tuning on a Single GPU

gpt-oss-20b Made Easy. Full-Parameter Fine-Tuning on a Single GPU

Learn how to fine‑tune a 20‑billion‑parameter model with an open-source Python package called Eric Transformer
6 min read
Mar
11
Open-Source Vector Search and RAG Made Easy With Python

Open-Source Vector Search and RAG Made Easy With Python

Build a vector database to perform retrieval-augmented generation (RAG) with the two new open‑source Python packages: Eric Search & Eric Transformer
6 min read
Mar
09
How to Run Open-Source AI Models Locally on a Mac

How to Run Open-Source AI Models Locally on a Mac

Eric Chat is a new Python library that lets you run AI models locally, securely, and offline on Macs with Apple Silicon.
2 min read
Aug
09
Llama-2 Made Easy. Fine-tune and Perform Inference With a Transformer Model

Llama-2 Made Easy. Fine-tune and Perform Inference With a Transformer Model

Learn how to use Happy Transformer to train Llama-2 with only a few lines of Python code
6 min read
Aug
17
Keywords to Text With GPT-Neo

Keywords to Text With GPT-Neo

Learn how to produce original text from a set of keywords with GPT-Neo by using prompt engineering
4 min read
Aug
16
Three Text Classification Techniques That Require Little to no Data

Three Text Classification Techniques That Require Little to no Data

No data? No problem. Learn about three must know text classification techniques for NLP engineers.
6 min read
Jul
18
Keyword Extraction With KeyBERT

Keyword Extraction With KeyBERT

Learn how to identify the top keywords and phrases within a body of text with KeyBERT.
6 min read
Jun
10
Topic Modelling With BERTopic

Topic Modelling With BERTopic

Learn how to perform topic modelling to determine what topics are within unlabelled text data using BERTopic with Python.
6 min read
Jun
08
Semantic Similarity With Sentence Transformers

Semantic Similarity With Sentence Transformers

Learn how to use Sentence Transformers to compute the similarity between sentences
5 min read
Jun
03
Text Classification With Happy Transformer and Hugging Face's Evaluate Library

Text Classification With Happy Transformer and Hugging Face's Evaluate Library

Learn how to train and evaluate a sentiment analysis model using Happy Transformer and Hugging Face's brand new Evaluate library
5 min read