Gemma-3-12B-IT VRAM: Can Your GPU Handle It?
Explore Gemma-3-12B-it VRAM requirements for local deployment and see how Novita AI APIs offer a simple, cost-effective alternative.
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How to Use GLM-4.5 in Cursor: Complete Setup Guide 2025
Learn how to integrate GLM-4.5 AI coding model with Cursor IDE through Novita AI. Complete setup guide with step-by-step instructions, free alternatives, and troubleshooting tips f
Agent vs Workflow: Key Differences and Practical Trade-Offs
Compare workflows and agents in AI systems, explore pros and cons, and discover why starting with APIs brings clarity and efficiency.
How to Access GPT-OSS-20B? Flexible Deployment with Ease
Learn how to access GPT-OSS-20B with ease—covering deployment choices, API integration, and an overview of its standout highlights.
Top Mixture-of-Experts Models: A Comparative View
Compare 2025’s leading Mixture-of-Experts AI models by scale, routing, and expert design to understand their core architectural differences.
Use DeepSeek V3 0324 in Claude Code to Boost Front‑End Development
Unlock the potential of DeepSeek V3 0324 in Claude Code to streamline front-end development and improve problem-solving.
Top GPT OSS API Provider: Finding the Right Match
Discover top GPT-OSS API Provider options and compare cost, speed, and reliability to select the right solution for your projects.
Open vs. Closed vs. Custom Models: Which Is Right for You?
Explore the differences between Open vs Closed vs Fine-Tuned Models to find the right AI solution for your needs.
Behind the Scenes: How We Host Models on Novita AI
Explore how we host models on Novita AI and reduce costs while maintaining top performance with open-source solutions.
Access DeepSeek V3.1 in Trae: Complete Setup and Integration Guide
Access DeepSeek V3.1 in Trae and transform your coding experience with AI-powered tools and intelligent workflows.
How to access GLM 4.5V for Image Understanding and Visual QA
Unlock the potential of GLM 4.5V. Learn how to access the model designed for seamless language and vision integration.
GLM 4.5V VRAM Setup: Choosing the Right GPU for Multimodal AI
Explore the GLM 4.5V VRAM requirements for running the powerful vision-language model locally with unmatched capabilities.
How to Access Free Gemma 3 1B: Create AI Apps on Your Phone
Gain free access to Gemma 3 1B and build efficient AI applications with this optimized small language model.
DeepSeek V3.1 vs DeepSeek R1: Why It’s Not Called R2
DeepSeek V3.1 vs DeepSeek R1: discover the key shifts in architecture and reasoning capabilities that shape each model's performance.