SebastianNLP Tasks with the Haystack LLM LibraryIn the Python ecosystem, several libraries for NLP emerged that incorporate or work with LLMs. Haystack is a library with many features and…18 min read·3 days ago----
SebastianNLP Tasks with the Gpt4All LLM LibraryWith the advent of ChatGPT and a free to use chat client available on their website, OpenAI pushed the frontier of easy-to-use personal…20 min read·Apr 8, 2024----
SebastianNLP Tasks with the LangChain LLM LibraryLarge Language Models (LLMs) are neural networks trained on terabytes of input data that exhibit several emergent behaviors with which…12 min read·Apr 1, 2024----
SebastianNLP Tasks with the Transformers LLM LibraryNatural Language Processing with Large Language Modesl is the current state of the art. Investigating how classical NLP tasks became to be…15 min read·Mar 25, 2024----
SebastianLLMs on your local Computer (Part 2)Large Language Models are a ubiquitous technology that revolutionizes the way we work with computers. LLMs in the size of around 7B provide…20 min read·Mar 18, 2024----
SebastianLLMs on your local Computer (Part 1)The Cambrian explosion of Large Language Models (LLMs) happens right now. Ever increasing astonishing models are published and used for…20 min read·Mar 11, 2024----
SebastianLarge Language Models: Library Overview for Training, Fine-Tuning, Intererence and MoreIn essence, Large Language Models are neural networks with a transformer architecture. The evolution of LLMs is a history of scaling: input…5 min read·Mar 4, 2024----
SebastianLarge Language Models: Modern Gen4 LLM Overview (LLaMA, Pythia, PaLM2 and More)Large Language Models are sophisticated neural networks that produce texts. By creating one word at a time, given a context of other word…12 min read·Feb 26, 2024----
SebastianLarge Language Models: Compairing Gen2/Gen3 Models (Bloom, Gopher, OPT and More)Large Language Models are sophisticated neural networks that produce texts. Since their inception in 2018, they evolved dramatically and…10 min read·Feb 19, 2024----
SebastianLarge Language Models: Compairing Gen2/Gen3 Models (GPT-3, GPT-J, MT5 and More)Large Language Models are sophisticated neural networks that produce texts. By creating one word at a time, given a context of other words…8 min read·Feb 12, 2024----