ህያብ @statagent
...ngmi Ethereum Joined January 2022-
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This is the best way to understand how ML models actually work! Use Drawdata to draw a 2D dataset in Jupyter. Use it to actively pick data from the widget and update the model as the data is being drawn! Fully interactive, real-time, and open-source!
If you are looking to get started with Codex, you will find this little OpenAI guide useful. (bookmark it)
Node-0-7.5B is live. It is a permissionless, multi-participant, model-parallel pretraining run over the open internet. Anyone with a 16GB+ GPU can join. Node-0 allows participants to collaboratively train a model far larger than could be done as individuals.
Finetune DeepSeek 🐳 with two Mac Studios + MLX 🚀 We use pipeline parallelism to split the full 671GB model across two devices connected by a single TB5 cable. LoRA reduces the number of parameters to train from 671 billion down to 37 million, reducing the memory overhead from…
AI is no longer “nice to have” in finance — it’s already transforming how we analyze, forecast, and report. Here’s what you can do with AI today: Financial Statement Analysis – spot trends, ratios, and red flags instantly Forecasting & Scenario Planning – build multi-scenario…
You have no idea what attention looks like 🤥 Many talk about attention like it's simple, but few know how it actually works. Even basic stuff like shapes and prefill / decode are not that easy to grasp. Good thing HF is cooking a blogpost to help you out 🫂
Phases to master Agentic AI amzn.to/4nolZ2l
𝗬𝗼𝘂 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 𝗶𝘀 𝗮𝗹𝘄𝗮𝘆𝘀 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗮𝘀 𝘆𝗼𝘂𝗿 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 Have you heard about 𝗖𝗼𝗻𝘄𝗮𝘆'𝘀 𝗟𝗮𝘄? It is a theory created by computer scientist Melvin Conway in 1967. which says: "𝘖𝘳𝘨𝘢𝘯𝘪𝘻𝘢𝘵𝘪𝘰𝘯𝘴,…
Have you heard of spec-driven development? 👀 Check out our new Spec Kit, an open source toolkit to help you write specs that your AI can execute. 🤖 The result? Less guesswork, higher-quality code. ✨ Get the toolkit and guide.👇 github.blog/ai-and-ml/gene…
NOW we are officially, officially, OFFICIALLY rolled out to 100%!
NOW we are officially, officially, OFFICIALLY rolled out to 100%!
Towards a Physics Foundation Model Proposes GPhyT (General Physics Transformer), a large transformer trained on 1.8 TB of simulation data across fluid flows, shock waves, heat transfer, and multiphase dynamics. Here are a few key notes:
ROC and AUC are important concepts for evaluating classification models in business (e.g. lead scoring). In 3 minutes, I'll demystify AUC.
Docker Hands-On: Upgrade a Containerized App Without Losing Data 🐳 Containers get a relatively persistent filesystem by default - changes made by the app survive container restarts caused by app crashes, host reboots, etc. However, sometimes, you may need to use volumes as a…
Really nice paper from China's Tongyi Lab and Alibaba. It adds a training step so models act like research agents. Regular fine tuning makes models learn skills and copy demos at once, which clashes. Agentic continual pretraining fixes this by teaching behavior with plain next…
Many people underestimate the power of good prompts. Here are 5 frameworks to write effective prompts: [ 🔖 bookmark this to upgrade your prompts ] 1. R–T–F - Act as a (ROLE) - Create a (TASK) - Show as (FORMAT) Example: - ROLE: You’re a B2B SaaS Product Marketer - TASK:…
Most teams are still polling their databases like it's 2005. That's why their systems lag, their data is stale, and their architecture is brittle. Let me show you a better way: Change Data Capture (CDC). It's like database triggers, but actually scalable. Here’s what you need…
𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗗𝗶𝘀𝗰𝗼𝗿𝗱 𝗵𝗮𝗻𝗱𝗹𝗲 𝗮 𝗺𝗶𝗹𝗹𝗶𝗼𝗻 𝗼𝗻𝗹𝗶𝗻𝗲 𝘂𝘀𝗲𝗿𝘀 𝗶𝗻 𝗮 𝘀𝗶𝗻𝗴𝗹𝗲 𝘀𝗲𝗿𝘃𝗲𝗿? As time passed, the overall size of Discord's user base, including its most prominent communities, has grown massively. This affected servers, which started…

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William Coste @cst_william
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40K Followers 727 Following On a long enough timeline, the survival rate for everyone drops to zero
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89K Followers 1K Following I teach math to future elementary school teachers at Fresno State. I make math memes and explainer videos. https://t.co/ks70O6RaFv
Ranthony A. Clark, Ph... @RanthonyClark
10K Followers 362 Following Math PhD. NSF Postdoc at Duke. (Commutative) Algebraist. TDA convert. Quantitative Justice. Goal: increase access to STEM through community engaged scholarship.
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Iso (math fool) @IsomorphicPhi
6K Followers 1K Following Background in theoretical physics/math. Interested in mathematics, philosophy and physics. Some kind of anarchist communist, I guess. He/they. Eng/Swe
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10K Followers 2K Following Full Prof, cis white woman, #BiInSci. Opinions my own. https://t.co/bOV22mJQbg Graph from https://t.co/W5M7KnClOP
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93K Followers 1K Following Working on particle physics, quantum sensors, dark matter. Associate Prof at @IPPP_Durham @durham_uni, FLF @UKRI_News, Science board member @STFC_Matters
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