Guide to Reinforcement Finetuning - Analytics Vidhya
Reinforcement finetuning has shaken up AI development by teaching models to adjust based on human feedback. It blends supervised learning foundations with reward-based updates to make them safer, more accurate, and genuinely help
Apr 28, 2025 am 09:30 AM
Let's Dance: Structured Movement To Fine-Tune Our Human Neural Nets
Scientists have extensively studied human and simpler neural networks (like those in C. elegans) to understand their functionality. However, a crucial question arises: how do we adapt our own neural networks to work effectively alongside novel AI s
Apr 27, 2025 am 11:09 AM
New Google Leak Reveals Subscription Changes For Gemini AI
Google's Gemini Advanced: New Subscription Tiers on the Horizon Currently, accessing Gemini Advanced requires a $19.99/month Google One AI Premium plan. However, an Android Authority report hints at upcoming changes. Code within the latest Google P
Apr 27, 2025 am 11:08 AM
How Data Analytics Acceleration Is Solving AI's Hidden Bottleneck
Despite the hype surrounding advanced AI capabilities, a significant challenge lurks within enterprise AI deployments: data processing bottlenecks. While CEOs celebrate AI advancements, engineers grapple with slow query times, overloaded pipelines, a
Apr 27, 2025 am 11:07 AM
MarkItDown MCP Can Convert Any Document into Markdowns!
Handling documents is no longer just about opening files in your AI projects, it’s about transforming chaos into clarity. Docs such as PDFs, PowerPoints, and Word flood our workflows in every shape and size. Retrieving structured
Apr 27, 2025 am 09:47 AM
How to Use Google ADK for Building Agents? - Analytics Vidhya
Harness the power of Google's Agent Development Kit (ADK) to create intelligent agents with real-world capabilities! This tutorial guides you through building conversational agents using ADK, supporting various language models like Gemini and GPT. W
Apr 27, 2025 am 09:42 AM
Use of SLM over LLM for Effective Problem Solving - Analytics Vidhya
summary: Small Language Model (SLM) is designed for efficiency. They are better than the Large Language Model (LLM) in resource-deficient, real-time and privacy-sensitive environments. Best for focus-based tasks, especially where domain specificity, controllability, and interpretability are more important than general knowledge or creativity. SLMs are not a replacement for LLMs, but they are ideal when precision, speed and cost-effectiveness are critical. Technology helps us achieve more with fewer resources. It has always been a promoter, not a driver. From the steam engine era to the Internet bubble era, the power of technology lies in the extent to which it helps us solve problems. Artificial intelligence (AI) and more recently generative AI are no exception
Apr 27, 2025 am 09:27 AM
How to Use Google Gemini Models for Computer Vision Tasks? - Analytics Vidhya
Harness the Power of Google Gemini for Computer Vision: A Comprehensive Guide Google Gemini, a leading AI chatbot, extends its capabilities beyond conversation to encompass powerful computer vision functionalities. This guide details how to utilize
Apr 27, 2025 am 09:26 AM
Gemini 2.0 Flash vs o4-mini: Can Google Do Better Than OpenAI?
The AI landscape of 2025 is electrifying with the arrival of Google's Gemini 2.0 Flash and OpenAI's o4-mini. These cutting-edge models, launched weeks apart, boast comparable advanced features and impressive benchmark scores. This in-depth compariso
Apr 27, 2025 am 09:20 AM
How to Generate and Edit Images Using OpenAI gpt-image-1 API
OpenAI's latest multimodal model, gpt-image-1, revolutionizes image generation within ChatGPT and via its API. This article explores its features, usage, and applications. Table of Contents Understanding gpt-image-1 Key Capabilities of gpt-image-1
Apr 27, 2025 am 09:16 AM
How to Perform Data Preprocessing Using Cleanlab? - Analytics Vidhya
Data preprocessing is paramount for successful machine learning, yet real-world datasets often contain errors. Cleanlab offers an efficient solution, using its Python package to implement confident learning algorithms. It automates the detection and
Apr 27, 2025 am 09:15 AM
The AI Skills Gap Is Slowing Down Supply Chains
The term "AI-ready workforce" is frequently used, but what does it truly mean in the supply chain industry? According to Abe Eshkenazi, CEO of the Association for Supply Chain Management (ASCM), it signifies professionals capable of critic
Apr 26, 2025 am 11:13 AM
How One Company Is Quietly Working To Transform AI Forever
The decentralized AI revolution is quietly gaining momentum. This Friday in Austin, Texas, the Bittensor Endgame Summit marks a pivotal moment, transitioning decentralized AI (DeAI) from theory to practical application. Unlike the glitzy commercial
Apr 26, 2025 am 11:12 AM
Nvidia Releases NeMo Microservices To Streamline AI Agent Development
Enterprise AI faces data integration challenges The application of enterprise AI faces a major challenge: building systems that can maintain accuracy and practicality by continuously learning business data. NeMo microservices solve this problem by creating what Nvidia describes as "data flywheel", allowing AI systems to remain relevant through continuous exposure to enterprise information and user interaction. This newly launched toolkit contains five key microservices: NeMo Customizer handles fine-tuning of large language models with higher training throughput. NeMo Evaluator provides simplified evaluation of AI models for custom benchmarks. NeMo Guardrails implements security controls to maintain compliance and appropriateness
Apr 26, 2025 am 11:11 AM
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