how to install pytorch nightly in a uv venv with one simple trick..

new year new bios

pytorch 2.6 is out! highlights: - flex attention: better compilation of blockmask creation, better support for dynamic shapes - cuDNN SDPA: fixes for memory layout - CUDA 12.6 - python 3.13 - MaskedTensor memory leak fix

All this took was 20 minutes of research and a one line PR github.com/Dao-AILab/flas…

15 years ago gist.github.com/248ba7249705d1…

2/13 We identify 4 key cognitive behaviors that enable successful learning: Verification (checking work), Backtracking (trying new approaches), Subgoal Setting, and Backward Chaining (working backwards from a goal). Qwen naturally exhibits these, while Llama mostly lacks them.

Aaryan Singhal Dan Fu hazyresearch (3/7) How does ThunderMLA achieve this boost? By applying classical computing concepts (job scheduling, interpreters) to modern AI inference. Our megakernel is essentially an interpreter running a tiny virtual instruction set directly on the GPU. 🚀

> "Half of [typescript-go's performance gain] comes from shared-memory concurrency" JavaScript needs threads. Worker isn't good enough.

We've shipped several quality-of-life improvements to Cursor's UI! We know the little bits of polish and delight matter lots in a tool that you use every day. Details below...

It is wild that with GPU programing you start measuring performance in units of µs. I wrote some notes on how I tracked down some of my suboptimal code that delayed the kernel execution for 40µs but made whole program 4x slower. github.com/ml-explore/mlx…

With this change, Node.js LTS v22 will let you profile both JavaScript and native frames in your Node.js app by using samply! github.com/nodejs/node/pu…

Cursor is now free for students. Enjoy!

📣 We have just released CUE v0.13.0-rc.1 - with further fixes to the new evaluator, and speeding up the CLI with many inputs 🎉 github.com/cue-lang/cue/r… We plan to do v0.13.0 next week - test out this release and report any issues with the new evaluator, now on by default!

Today we're announcing previews of the native port of TypeScript! These nightly previews will be available on npm and the VS Code marketplace! npm install -D @​typescript/native-preview npx tsgo --version Read up more on our blog! devblogs.microsoft.com/typescript/ann…

Cursor 1.0 is out now! Cursor can now review your code, remember its mistakes, and work on dozens of tasks in the background.

anyone have tips for debugging import cycles? >ReferenceError: Cannot access 'XXXX' before initialization

Cursor is now in Slack!

I was in a car, and didn't have my computer with me. I could have asked someone on the team to take a look, but why not try to solve it myself? so I fired up the Cursor for Slack, and asked it to fix the issue.