Compared to models that’ve only gone through pre- and post-training, models that harness test-time scaling generate many tokens to solve a complex problem.
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AI Factories Optimize Token Revenue at Minimal Cost
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And AI factories maximize token revenue generation at the lowest possible cost. Learn more:
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Scaling AI Inference Profitably Without Increasing Compute Costs
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To make AI inference profitable, enterprises must scale AI reasoning output—generating more tokens—without driving up compute costs.
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DeepSqueak: New Chat Style for Enhanced Roleplay Experiences
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INTRODUCING DeepSqueak We’re very excited to introduce DeepSqueak, our latest Chat Style optimized for better roleplay! Whether you’re into fantasy, drama, or emotionally rich storytelling, DeepSqueak is tuned to bring your roleplay worlds to life like never before!
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Frontier Labs Depend Heavily on Open-Source AI Stack
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All closed-source frontier labs use tons of open-source all over the stack, starting from python, @PyTorch
, @huggingface all the way down to RoPE, GQA, flash-attention, or any tiny improvements released by open-source players. The whole transformers architecture (the T in gpT) -
Model Demonstrates Wide Generalization Across Tasks and Capabilities
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The model can generalize to a wide spectrum of tasks, edits and generation capabilities. For a full breakdown of what the model can do, see the page below:
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Qwen3-Coder evaluated for agentic coding capabilities
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Claude 4 Opus is strong. But Qwen3-Coder shows what happens when open models get agentic, not just predictive. If you’re a dev, try this model ASAP. Qwen Code CLI: https://
github.com/QwenLM/qwen-co
de
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More info: https://
qwenlm.github.io/blog/qwen3-cod
er/
… Agentic Coding is here. -
Technical Overview of Qwen3-Coder Capabilities and Tool Integration
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Why Qwen3-Coder stands out: • Runs on CLI with tool-use agents
• Built for real-world coding (SWE-Bench, multi-turn planning)
• Executes code with higher accuracy
• Works with Claude Code and OpenAI SDK
• OSS + fast local setup Try it here: https://
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Comparison of Claude and Qwen3-Coder for code generation
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Prompt 3: QR Code Generator App
— God of Prompt (@godofprompt) 25 juillet 2025
• Claude: Generated partial UI, missed download functionality
• Qwen3-Coder: Fully responsive app with download, theme toggle, and animations no edits needed
Winner: Qwen3-Coder pic.twitter.com/AbhJnxwhMOPrompt 3: QR Code Generator App • Claude: Generated partial UI, missed download functionality
• Qwen3-Coder: Fully responsive app with download, theme toggle, and animations no edits needed Winner: Qwen3-Coder -
Comparative analysis of AI coding models for UI development
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Prompt 2: Color Palette Generator with Tailwind & Radix UI
— God of Prompt (@godofprompt) 25 juillet 2025
• Claude: Missed clipboard feature, static layout
• Qwen3-Coder: Built a responsive, animated tool with 1-click copy + theme toggle
Winner: Qwen3-Coder pic.twitter.com/iov31QWZmoPrompt 2: Color Palette Generator with Tailwind & Radix UI • Claude: Missed clipboard feature, static layout
• Qwen3-Coder: Built a responsive, animated tool with 1-click copy + theme toggle Winner: Qwen3-Coder