Agreed! But in the meantime, there was also Qwen3-Next-Coder, which is even more attractive as a local model for agentic coding tasks:
CODE
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Model-Agnostic Approach Recovers 90% Sequence Packing Gains
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5/5 Because this approach is model-agnostic, it applies to any architecture. Even on transformers (like Qwen2.5-7B by @alibaba_cloud
, this method recovers ~90% of the gains of sequence packing, without relying on specific attention implementations. Full breakdown + -
Model-Agnostic Approach: Minimizing Padding with Truncation and Batching
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4/5 So we took a different, model agnostic path: minimize padding before it reaches the model using truncation combined with padding-aware batching.
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Sequence packing: limitations for hybrid models like Jamba
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3/5 Sequence packing helps for transformers, but it relies on architecture-specific support that is often missing and introduces implementation risks for non-transformer or hybrid models like @AI21Labs' Jamba.
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Hugging Face Icon Now Available in Font Awesome
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Tell your vibe-coding tool: you can now use the @huggingface icon in Font Awesome ! I posted the original request for addition in early 2025: thanks to the Font Awesome team for following up!
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Human-in-the-Loop Review Workflows for LLM Applications and Agents
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Human-in-the-Loop Review Workflows for LLM Applications & Agents https://
buff.ly/Pt9EanI
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Coding transformation requires adaptation for millions
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I fully agree. Coding has changed forever.
Millions of people will need to adapt. This is no small thing. -
@testingcatalog — 2026-02-10
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Google is working on a new "AI coding" section for Gemini Enterprise. It opens a new tab with a prompt bar and additional filters for connectors and recency. Potentially, in this mode, Gemini will be tailored to use code execution to extract and manage data from your sources.
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Joyfl v0.6: Runtime Language Server with JSON Protocol
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joyfl — v0.6: Runtime Language Server Lots of features small and big, most important is a simple language server + protocol (JSON over stdin/stdout) for easier integration into modern tools. Also migrated over to Codeberg, for all the reasons: https://
codeberg.org/creativeai/joy
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@testingcatalog — 2026-02-10
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Entire raised $60m in a seed round and launched Checkpoints, a solution that captures agent context in git.
— 🚨 AI News | TestingCatalog (@testingcatalog) 10 février 2026
Entire was founded by Thomas Dohmke, former CEO of Github.
Entire context 👀 https://t.co/k52BGofgB6 pic.twitter.com/jF680jblWFEntire raised $60m in a seed round and launched Checkpoints, a solution that captures agent context in git. Entire was founded by Thomas Dohmke, former CEO of Github. Entire context