SebastianQA System Design with LLMs: Practical Instruction Fine-Tuning Gen3 and Gen4 modelsLarge Language Models are vast neural networks trained on billions of text token. They can work with natural language in a…Jul 15Jul 15
SebastianInstruction Fine-Tuning: Dataset and Library LandscapeLarge Language Models have fascinating abilities to understand and output natural language texts. From knowledge databases to assistants…Jul 11Jul 11
SebastianLLM Fine-Tuning: Domain Embeddings with GPT-3Starting in 2023, Large Language Models evolved to form or be a component of information retrieval systems. In such a system, domain…Jun 17Jun 17
SebastianLLM Fine-Tuning Workshop: Improve Question-Answering SkillsLarge Language Models are a fascinating technology that becomes embedded into several applications and products. In my blog series about…Jun 3Jun 3
SebastianLLM Fine-Tuning Workshop: Improve Linguistic SkillsLarge Language Models are a fascinating technology capable of many classic and advanced NLP tasks, from text-classification and sentiment…May 20May 20
SebastianFine-Tuning LLMs: Technical OverviewLLMs are ubiquitous tools used for the processing and producing of natural language texts. Since its inception in 2018, several generations…May 6May 6
SebastianQuestion-Answer System Architectures using LLMsNot long ago, question answering systems were built as complex information storage and retrieval systems. The first component processes…Apr 29Apr 29
SebastianBuilding a Question-Answer System with Machine Learning AlgorithmsFor a very long time, I have been reading several articles, some papers, and lots of blog post about artificial intelligence and machine…Apr 22Apr 22
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…Apr 15Apr 15
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…Apr 8Apr 8