Even Mistral Small 3.2 and SmolLM3 haven't been as good as I would hope
OPEN SOURCE
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Best Local Models for Tool Use on macOS
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What's the best local model you've managed to run on macOS for tool use, and how did you run it? I've not had great results from those I've tried on Ollama – even for very basic things (single calls) they often seem to forget to call them or forget to answer based on the result
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Aligning Incentives with Values in AI Open Source
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The biggest learning I’ve had so far as an entrepreneur is that it’s crucial to align your incentives with your values.
— clem 🤗 (@ClementDelangue) 23 juillet 2025
That’s what we’re trying to do everyday @huggingface by making sure we build systems and features to benefit (instead of being hurt) by more openness and… https://t.co/AzIFxxlvMGThe biggest learning I’ve had so far as an entrepreneur is that it’s crucial to align your incentives with your values. That’s what we’re trying to do everyday @huggingface by making sure we build systems and features to benefit (instead of being hurt) by more openness and
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AI-Powered Website Creation Reaches Mainstream Adoption
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DeepSite crossed 10k likes and is now the third most popular space ever. Create a website with natural language for free or almost thanks to open-source AI models like Qwen3 Coder, Kimi K2, or Deepseek… Mind-blowing how this whole topic of AI powered website creation has been
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TorchTitan Model Configuration and Zero3 Zero2 Trade-offs
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thanks for sharing the configs.
The model is too small for the defaults to be tuned around it. ( thanks @lessw2020 for looking into it).
Most folks who use TorchTitan don't quite train in that distribution.
Also, the zero3 -> zero2 is a compute/memory trade-off). -

FastStripe Library Simplifies Stripe Integration for Python
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Thanks to our new faststripe lib, it's now this easy to integrate @stripe into your python app:
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Run All Flux.1 Kontext Dev LoRAs from Multiple Platforms
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Run all the Flux.1 Kontext [dev] LoRAs Run any Kontext LoRA from Replicate, Hugging Face, CivitAI, etc
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Building Web UI for OSS Rebuild Data with Cloud Storage
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OSS Rebuild doesn't (yet) have a web UI… but it turns out their data is in a public Google cloud bucket, which means you can host your own web app in a separate cloud bucket and use fetch() to access their data! So I had Claude Code build and deploy a vibe-coded search UI
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Google Security OSS Rebuild Enhances PyPI NPM Crates Supply Chain
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I wrote up some notes on Google Security's new OSS Rebuild project, which increases supply chain security for popular packages on PyPI, NPM and Crates through offering independent build attestations
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MagicPathAI Project Available for Remixing
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Link to the @MagicPathAI entire project if you want to remix it.