Farshid/Ashouri

nlp

3 posts tagged “nlp”.

  1. 2025

  2. Embedding paragraphs from my blog with E5-large-v2

    Xeophon suggested that E5-large-v2 as an embedding model that was worth a closer look. It's an interesting model. It's trained to match queries against passages of text.

    llm embeddings ai nlp python
    6 min read
  3. 2024

  4. Exploring ColBERT with RAGatouille

    I've been trying to get my head around ColBERT. ColBERT is a fast and accurate retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds.

    llm colbert ragatouille embeddings ai
    5 min read

  5. Calculating embeddings with gtr-t5-large in Python

    I've long wanted to run some kind of large language model on my own computer. Now that I have a M2 MacBook Pro I'm even more keen to find interesting ways to keep all of those CPU cores busy.

    python embeddings llm ai nlp
    4 min read