marktechpost

A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment

In this tutorial, we build a complete, production-grade ML experimentation and deployment workflow using MLflow. We start by launching a dedicated MLflow Tracking Server with a structured backend and ...
marktechpost

A Coding Guide to Instrumenting, Tracing, and Evaluating LLM Applications Using TruLens and OpenAI Models

In this tutorial, we focus on building a transparent and measurable evaluation pipeline for large language model applications using TruLens. Rather than treating LLMs as black boxes, we instrument ...
IEEE

CCS-SQL: Enhancing Text-to-SQL Framework for Computational Queries via Large Language Models

Abstract: The Text-to-SQL task is to convert natural language queries into Structured Query Language (SQL) to achieve a natural language interface for database queries. The current research on Text-to ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...
IEEE

A Hybrid Deep Learning Model for SQL Injection Attack Detection

Abstract: An increasing number of web application services raises significant security concerns. Online access to these applications exposes them to multiple cyberattacks. The Open Web Application ...
GitHub

FastAPI + SQLAlchemy 2.0 (async) + Alembic + PostgreSQL

app/ api/ # FastAPI route modules core/ # config, auth, db setup crud/ # data access helpers models/ # SQLAlchemy models schemas/ # request/response models services/ # business logic alembic/ # ...
autoevolution

YouTuber Finds 1926 Ford Model T, Makes 2.5-Hour 'Make It Run' Tutorial, Sets It on Fire

Some cars invite you in with chrome and comfort. The Model T invites you into a time machine, hands you three pedals that mean the wrong things, and politely asks you to learn 1910s. Then it coughs, ...
GitHub

SLM-SQL: An Exploration of Small Language Models for Text-to-SQL

Large language models (LLMs) have demonstrated strong performance in translating natural language questions into SQL queries (Text-to-SQL). In contrast, small language models (SLMs) ranging from 0.5B ...