Luca MassaronData Science AI Assistant with Gemma 2b-it: a RAG 101Demystifying Retrieval-Augmented Generation pipelines by building a data science assistantMay 9May 9
Luca MassaronSherlock Holmes Q&A Enhanced with Gemma 2b-it Fine-TuningFind how fine-tuning can be an alternative to building a RAGApr 14Apr 14
Luca MassaronML Olympiads: detect hallucinations in LLMs with Google GeminiDetecting hallucinations is challenging, gut Google Gemini can helpMar 31Mar 31
Luca MassaronHigher performance with GemmaGoogle has unveiled Gemma 2B and 7B, two open-source AI models designed for smaller tasks such as simple chatbots or summarizations. Unlike…Feb 21Feb 21
Luca MassaronFine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 5…The final installment of this series where we save our fined-tuned model and reuse it for our applications.Feb 201Feb 201
Luca MassaronFine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 4…An update on the best way to fine-tune LLMs such as LLama 2, Mistral 7B Instruct v0.2, or Phi-2, using consumer-grade GPUs or free online…Feb 5Feb 5
Luca MassaronFine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 3Reprising hands-on fine-tuning for financial sentiment analysis with Mistral 7B Instruct v0.2 and Phi-2Dec 18, 2023Dec 18, 2023
Luca MassaronFine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 2Hands-on fine-tuning for financial sentiment analysisOct 23, 2023Oct 23, 2023
Luca MassaronFinetuning a large language model on Kaggle Notebooks for solving real-world tasks — part 1Some theory and ideas on adapting LLMs to your needsOct 23, 2023Oct 23, 2023