Farshid/Ashouri

embeddings

4 posts tagged “embeddings”.

  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
  6. 2023

  7. Deploying the CLIP embedding model on Fly

    I ended up deploying a Datasette instance to Fly.io using my llm-clip and datasette-llm-embed plugins.

    fly.io datasette clip embeddings ai
    2 min read