Frank Morales AguileraUnleashing the Power of Parameter-Efficient Fine-Tuning for Enhanced Text-to-SQL TranslationFrank Morales Aguilera, BEng, MEng, SMIEEE1d ago1d ago
Frank Morales AguilerainThe Deep HubEvaluating the Performance of a GNN-based Text-to-SQL Model using Exact Matching and Semantic…Frank Morales Aguilera, BEng, MEng, SMIEEE2d ago2d ago
Frank Morales AguilerainThe Deep HubGraph-Augmented Large Language Models for Text-to-SQL TranslationFrank Morales Aguilera, BEng, MEng, SMIEEE4d ago4d ago
Frank Morales AguilerainArtificial Intelligence in Plain EnglishAdam and AdamW: Optimizers for Deep LearningFrank Morales Aguilera, BEng, MEng, SMIEEEAug 12Aug 12
Frank Morales AguilerainArtificial Intelligence in Plain EnglishGraph-Enhanced Text-to-SQL Generation: A Parameter-Efficient Approach with Mistral and LoRAFrank Morales Aguilera, BEng, MEng, SMIEEEAug 8Aug 8
Frank Morales AguilerainArtificial Intelligence in Plain EnglishEnhancing SQL Generation in Large Language Models with Graph Neural NetworksFrank Morales Aguilera, BEng, MEng, SMIEEJul 13Jul 13
Frank Morales AguilerainArtificial Intelligence in Plain EnglishEvaluating the Performance of a Fine-Tuned Text-to-SQL ModelFrank Morales Aguilera, BEng, MEng, SMIEEJul 7Jul 7
Frank Morales AguilerainArtificial Intelligence in Plain EnglishRevolutionizing Text-to-SQL Evaluation: A Deep Dive into PEFT, PostgreSQL, ChromaDB, and Semantic…Frank Morales Aguilera, BEng, MEng, SMIEEEJul 7Jul 7
Frank Morales AguilerainArtificial Intelligence in Plain EnglishA Comprehensive Evaluation of a Fine-Tuned Text-to-SQL Model: From Code to Results with…Frank Morales Aguilera, BEng, MEng, SMIEEEJul 7Jul 7
Frank Morales AguilerainArtificial Intelligence in Plain EnglishFAISS-Powered Semantic Search Meets Fine-Tuned Mistral: A Novel Approach to Text-to-SQL GenerationFrank Morales Aguilera, BEng, MEng, SMIEEEJul 4Jul 4