Luca Massaron – Medium

Featured Book

The Kaggle Book: Data analysis and machine learning for competitive data science

The Kaggle Book: Data analysis and machine learning for competitive data science

Discover tips, tricks, and best practices for competing effectively on Kaggle and becoming a better data scientist

2022

Konrad Banachewicz, et al.

Konrad Banachewicz, Luca Massaron

Stories

Luca Massaron

Data Science AI Assistant with Gemma 2b-it: a RAG 101

Demystifying Retrieval-Augmented Generation pipelines by building a data science assistant

May 9

Data Science AI Assistant with Gemma 2b-it: a RAG 101

May 9

Luca Massaron

Sherlock Holmes Q&A Enhanced with Gemma 2b-it Fine-Tuning

Find how fine-tuning can be an alternative to building a RAG

Apr 14

Sherlock Holmes Q&A Enhanced with Gemma 2b-it Fine-Tuning

Apr 14

Luca Massaron

ML Olympiads: detect hallucinations in LLMs with Google Gemini

Detecting hallucinations is challenging, gut Google Gemini can help

Mar 31

ML Olympiads: detect hallucinations in LLMs with Google Gemini

Mar 31

Luca Massaron

Higher performance with Gemma

Google has unveiled Gemma 2B and 7B, two open-source AI models designed for smaller tasks such as simple chatbots or summarizations. Unlike…

Feb 21

Higher performance with Gemma

Feb 21

Luca Massaron

Fine-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 20

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 5…

Feb 20

Luca Massaron

Fine-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 5

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 4…

Feb 5

Luca Massaron

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 3

Reprising hands-on fine-tuning for financial sentiment analysis with Mistral 7B Instruct v0.2 and Phi-2

Dec 18, 2023

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 3

Dec 18, 2023

Luca Massaron

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 2

Hands-on fine-tuning for financial sentiment analysis

Oct 23, 2023

Fine-tuning a large language model on Kaggle Notebooks for solving real-world tasks — part 2

Oct 23, 2023

Luca Massaron

Finetuning a large language model on Kaggle Notebooks for solving real-world tasks — part 1

Some theory and ideas on adapting LLMs to your needs

Oct 23, 2023

Finetuning a large language model on Kaggle Notebooks for solving real-world tasks — part 1

Oct 23, 2023

Luca Massaron

Luca Massaron

Book Author

Data scientist molding data into smarter artifacts. Author on AI, machine learning, and algorithms for Wiley, Packt, Manning. 3x Kaggle Grandmaster.

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