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LLMS
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Increasing AI Model Accuracy Benchmarks
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Shipping with 42% accuracy was cute. Now there’s no excuse not to hit 90%+.
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Qwen Unveils Qwen3-Coder-480B-A35B-Instruct
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Qwen has released the new Qwen3-Coder-480B-A35B-Instruct model along with an open-source Qwen Code tool (a fork of Gemini CLI).
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Subintelliphobia: Fear of Limited Access to Advanced AI Models
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I propose a new term ‘subintelliphobia’: the anxiety or fear of not being able to access the highest available intelligence, e.g. when hitting a rate limit for the smartest model
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LLM Plugin Dependencies and Version Management
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They are separate and you can usually update them separately, but sometimes a plugin may depend on a more recent version of LLM due to adding support for a new feature such as tools Check pyproject.toml in the plugin repo to see
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Gemini-2.5-flash-lite now available in llm-gemini plugin
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The new gemini-2.5-flash-lite model ID is now available in my LLM CLI tool / Python library via the updated llm-gemini plugin https://
github.com/simonw/llm-gem
ini/releases/tag/0.24
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Mixture of Experts: Routing, Memory, and Hardware Optimization Guide
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Let's talk about MoE:
— Cerebras (@cerebras) 22 juillet 2025
🔶 How many experts should you use?
🔶 How does dynamic routing actually behave in production?
🔶 How do you debug a model that won’t train?
🔶 What does 8x7B actually mean for memory and compute?
🔶 What hardware optimizations matter for sparse models?… pic.twitter.com/RvZt5F0S2bLet's talk about MoE: How many experts should you use? How does dynamic routing actually behave in production? How do you debug a model that won’t train? What does 8x7B actually mean for memory and compute? What hardware optimizations matter for sparse models?
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Qwen3-235B-2507-FW Now Available on Poe Platform
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You can try Qwen3-235B-2507-FW at https://
poe.com/Qwen3-235B-250
7-FW
… and in the Poe app across all platforms. (2/2) -
Qwen3-235B-2507 Now Available on Poe Platform
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Now on Poe: Qwen3-235B-2507! The latest Qwen3-235B snapshot shines with top-tier benchmarks, improved performance on reasoning and knowledge tasks, and a large 256k-token context window. (1/2)
