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OKOrhun Küpeliorhunkupeli.hashnode.devJun 21 · 5 min read

The Numbers: Benchmarking My LLM Gateway on a H100

A couple of weeks ago I wrote about rewriting my LLM gateway to bring it from MVP to production. The architectural claims were; multi-tenancy, hybrid inference , sub-5ms overhead. So I benchmarked it

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SRSharvari Rautqubridai.hashnode.devApr 15 · 9 min read

Qwen Image 2.0 vs Qwen Image 2.0 Pro on Qubrid AI: Speed, Quality, and Use Cases

Image generation is no longer just a fun side feature in AI products. It is becoming a real part of how teams build marketing pipelines, creative tools, product experiences, design workflows, and user

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SRSharvari Rautqubridai.hashnode.devApr 14 · 6 min read

The Complete Breakdown Of Qwen Vision Models Pricing On Qubrid AI

You're building a production AI system. You need vision intelligence. But should you pay $0.50 per million tokens for Qwen 3.6 Plus or $0.050 for Qwen 3-VL-Flash? Is the cheaper model actually cheap

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SRSharvari Rautqubridai.hashnode.devMar 31 · 7 min read

Qwen 3.5 Omni on Qubrid: Early Benchmarks, Real Improvements, and What Developers Should Expect

Qwen 3.5 Omni is on its way to Qubrid. These days, AI developers aren’t easily impressed. Launches, claims, and even benchmarks rarely get them excited. But there’s something intriguing happening with

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SRSharvari Rautqubridai.hashnode.devMar 31 · 12 min read

We Ran the Same Coding Prompt Across Qwen 3 Coder Models on Qubrid AI - Here’s What Happened

But if you’re actually building with these models, the real question is much simpler: What happens when you give them the same prompt and ask them to write code? So we decided to test exactly that usi

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GSGil Serragilcodes.hashnode.devDec 29, 2025 · 6 min read

How to Make Sense of an Expensive Gaming GPU: Run Your Own Coding Assistant

1. The Cost Question Most AI tools today live in the same pricing range — ChatGPT, Claude, Gemini, and similar services all hover around the same monthly cost. That’s not inherently bad, and in many cases it’s absolutely worth it. But I do wonder, co...

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NSNull Sirynctfs.hashnode.devDec 21, 2025 · 4 min read

Chatbot TSG CTF Write-up: Extracting Secrets from LLM Cache

Challenge Description Category: AI / Forensics / Reverse Engineering The challenge provided us with a classic "leak" scenario. We were given: main.py: A Python script that runs a chatbot conversation. log.txt: A text log of the conversation, but th...

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NNovitaAInovita.hashnode.devMay 16, 2025 · 6 min read

Qwen 3 Now Available on Novita AI — Claim Your $10 Free Credits

Alibaba’s cutting-edge Qwen 3 large language models are now live on Novita AI’s Model API platform! For a limited time, new users can claim $10 in free credits to explore and build with Qwen 3. Here’s the current Qwen 3 lineup and pricing on Novita A...

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AMAchanandhi Mcommunity.keploy.ioApr 18, 2025 · 7 min read

Best OpenSource Coding AI

AI has become the talk of the town nowadays, right? There are tons of AI tools available for different tasks, and new advancements are coming up daily like vibe coding. But how do you actually do vibe coding? Or how do you try out these models? You c...

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AUAman Ullaconnectaman.hashnode.devFeb 22, 2025 · 13 min read

Fine-Tuning the Qwen2.5-7B-VL-Instruct Model: A Comprehensive Guide

In this blog post, we explore the intricacies of fine-tuning the Qwen2.5-7B-VL-Instruct model—a state-of-the-art multi-modal transformer designed for both text and image understanding. We will delve into the model’s architecture and its applications,...

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#qwen25

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Trending tags this week

The Numbers: Benchmarking My LLM Gateway on a H100

Qwen Image 2.0 vs Qwen Image 2.0 Pro on Qubrid AI: Speed, Quality, and Use Cases

The Complete Breakdown Of Qwen Vision Models Pricing On Qubrid AI

Qwen 3.5 Omni on Qubrid: Early Benchmarks, Real Improvements, and What Developers Should Expect

We Ran the Same Coding Prompt Across Qwen 3 Coder Models on Qubrid AI - Here’s What Happened

How to Make Sense of an Expensive Gaming GPU: Run Your Own Coding Assistant

Chatbot TSG CTF Write-up: Extracting Secrets from LLM Cache

Qwen 3 Now Available on Novita AI — Claim Your $10 Free Credits

Best OpenSource Coding AI

Fine-Tuning the Qwen2.5-7B-VL-Instruct Model: A Comprehensive Guide