Learn to build operational monitoring pipelines using Apache Spark™ 4.0's new transformWithState API This blog walks through how to use the new transformWithState API to:
-Track, alert on, and analyze sensor data with ValueState, ListState, and MapState
-Set up time-based state
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Apache Spark 4.0 transformWithState API for Operational Monitoring
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Axolotl: YAML-based LLM fine-tuning and LoRA optimization framework
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4. Axolotl • Yaml-based setup for fine-tuning, LoRA/QLoRA, DPO, GRPO, and multimodal workflows
• Includes kernel optimizations for memory-efficient training GitHub repo: -
DeepSpeed: Distributed Fine-Tuning Framework for Large Language Models
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3. DeepSpeed • Built for large-scale distributed fine-tuning with ZeRO and FSDP
• Optimized for multi-GPU and multi-node training with advanced memory management
• Trusted in production environments for scalable LLM training GitHub repo: -
Unsloth AI: Fast LLM Fine-tuning with 70% Less VRAM
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1. Unsloth AI • Fine-tune models like Qwen3, Llama 4, and Gemma 3 up to 2× faster with 70% less VRAM
• Supports low-resource setups and runs on consumer GPUs or even Colab/Kaggle with ~3 GB VRAM GitHub repo: -
Jupyter Notebooks in Production: The AI Prehistory New Experts Ignore
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95% of the new "AI experts" on LinkedIn never experienced the good old days when some people wanted to put Jupyter Notebooks into production. That was the real prehistory of AI: explaining to managers that, well, no, we don't do that… Just because MNIST runs.
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Image to Video Generation Feature Coming to Vibe Coding App
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image to video generation is coming to your vibe coding app pic.twitter.com/uGodksajtK
— AK (@_akhaliq) 16 août 2025image to video generation is coming to your vibe coding app
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Live AI Development Environment Combining Literate Programming and REPL
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"🤯Imagine this:
— Jeremy Howard (@jeremyphoward) 16 août 2025
– Build a web app & interact with it on the same screen as your code
– Use live vars from your REPL directly in AI
– Turn any function into AI tool instantly
A live environment fusing the best ideas from Literate Programming, Smalltalk, & Jupyter." https://t.co/aYIxBXW94B"Imagine this:
– Build a web app & interact with it on the same screen as your code
– Use live vars from your REPL directly in AI
– Turn any function into AI tool instantly A live environment fusing the best ideas from Literate Programming, Smalltalk, & Jupyter." -
Gemma 3 270M: Efficient Open Model for Edge Devices
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New hyper-efficient addition to our amazing Gemma open models: Gemma 3 270M packs a real punch for its tiny size! It’s super compact and power efficient, so you can easily run your own task-specific fine-tuned systems on edge devices. Enjoy building with it!
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ChatGPT Adds Gmail and Google Calendar Integration
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As shown in the livestream, Plus and Pro users globally can now connect Gmail and Google Calendar to ChatGPT for more useful, relevant responses in chat.
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Bolt’s New Vibe Coding and Secure Hosting Release
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Had @EricSimons from Bolt on the podcast this week, and was blown away by their new release that combines vibe coding with secure hosting. They’re the best in the game now at going from 0 to 1. Can’t wait to release the episode.