Author: Luís Roque
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TimeGPT vs TiDE: Is Zero-Shot Inference the Future of Forecasting or Just Hype?
Artificial IntelligenceFoundational models: A comprehensive comparison of TimeGPT and TiDE in time series forecasting
15 min read -
FinalMLP: A Simple yet Powerful Two-Stream MLP Model for Recommendation Systems
Artificial IntelligenceDiscover how FinalMLP transforms online recommendations: unlocking personalized experiences with cutting-edge AI research
15 min read -
Seamless: In-Depth Walkthrough of Meta’s New Open-Source Suite of Translation Models
Artificial IntelligenceMeta’s open-source Seamless models: A deep dive into translation model architectures and a Python implementation…
18 min read -
A comparison between Mistral 7B vs Llama 2 7B and Mixtral 8x7B vs Llama 2…
20 min read -
Exploring the Transformer’s Decoder Architecture: Masked Multi-Head Attention, Encoder-Decoder Attention, and Practical Implementation
13 min read -
AI-Powered Customer Support App: Semantic Search with PGVector, Llama2 with an RAG System, and…
Artificial IntelligenceEnhancing Communication in Global Markets: Leveraging PGVector for Multilingual Semantic Search, Llama2-Powered RAG Systems, and…
13 min read -
Revolutionizing Language Barriers: Mastering Multilingual Audio Transcription and Semantic Search
Artificial IntelligenceUnlock the potential of cross-language information accessibility with advanced transcription and semantic search technologies
15 min read -
Decoding LLMs: Creating Transformer Encoders and Multi-Head Attention Layers in Python from Scratch
Artificial IntelligenceExploring the intricacies of encoder, multi-head attention, and positional encoding in large language models
13 min read -
The Power of Retrieval Augmented Generation: A Comparison between Base and RAG LLMs with Llama2
Data ScienceA deep dive into tailoring pre-trained LLMs for custom use cases using a RAG approach,…
15 min read