Here You’ll Find Our Insights On AI Technology

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October 29, 2024

Local deployment of Llama 3.2 3B vs. GPT-4o: A deep dive into fine-tuning for specialized content creation

We’re testing a locally deployed Llama-3.2 model to generate UEFA Champions League match reports from play-by-play commentary. Starting with a pre-trained 3B model in ollama, we’ll apply LoRA fine-tuning with unsloth and compare performance, hardware needs, and key tuning parameters.
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October 9, 2024
Fine-Tuning GPT-4: Crafting Journalist-Like UEFA Champions League Match Reports

In this post, we explore fine-tuning GPT-4o for generating authentic, engaging football match reports from play-by-play commentary. By retraining the model on a dataset of UEFA Champions League matches, the goal was to craft outputs that mimic professional sports journalism, with rich context, expressive language, and key insights. The process highlighted the strengths of fine-tuning for achieving consistent, domain-specific results, while balancing cost and performance.

Enzo Pacilio
July 22, 2024
Text-to-Speech Models: Multilingual Capabilities and Voice Cloning

Dive into the future of digital interaction with our comprehensive overview of Text-To-Speech advancement. On this article, we explore how TTS is revolutionizing voice cloning with near-human accuracy, multilingual support, and real-time generation. Besides, we delve into XTTS v2's innovative features, including zero-shot voice cloning and fine-tuning, and see how it stacks up against other leading models.

Francisco Cachón
December 15, 2023
Inside the AI Act: Unpacking the Layers of European AI Regulation

The EU's journey towards AI regulation culminated in the political agreement on the AI Act in December 2023. Here’s a comprehensive overview of this AI Act.

Valentina Caprio
July 7, 2023
Streaming pipeline using Kafka

Build a real-time streaming pipeline with Apache Kafka and Amazon MSK. Learn how to generate, ingest, and process streaming data using Python and Kafka. Enable real-time processing, machine learning integration, and intelligent decision-making in your applications.

Emiliano Merlo
May 24, 2023
5 things that LangChain is useful for

Exploring LangChain, an open-source project that is revolutionizing the capabilities of language models. It offers seamless model switching, simplified prompt management, interactive capabilities, memory enhancement, and efficient knowledge extraction. With its versatility and growing community support, LangChain it is a game-changer for language model-powered applications.

Valeria Romero
May 3, 2023
5 things you should know about pandas 2.0

On this article, you will find an overview of the new features and improvements introduced in Pandas 2.0, that can greatly improve data processing, analysis, and visualization workflows

Valeria Romero

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