Why Bunkerhill phased out Jupyter for marimo across ML and backend teams
Bunkerhill has entirely phased out Jupyter in favor of marimo.
Bunkerhill has entirely phased out Jupyter in favor of marimo.
Prompt the model with a message and image path(s).
marimo has evolved from a simple prototyping tool into Sumble’s system of record for analytics and internal applications.
You can also upload and bring your own custom or fine-tuned models.
Bun 1.3 presents Bun as a full-stack JavaScript runtime with everything included, and the dev server inside Bun.serve() hot-reloads and forwards browser console logs to the terminal. Bun.SQL now covers MySQL/MariaDB, PostgreSQL and SQLite through one API, and a Redis client ships with Bun. For package management, workspaces default to isolated installs and can use catalogs and minimumRelease.
Browser Use has released a dedicated LLM that can be called from Python through ChatBrowserUse. The company says it cuts latency sixfold at the same performance, letting agents take 20 steps per minute.
Today, we’re releasing Obsidian 1.10 beta with Bases APIs to help you create your own custom view layouts.
Browser Use browser infrastructure supports persistent profiles that keep cookies, local storage and session data across browser instances. Traffic can be routed through proxies to get past geo-restrictions and bot detection. Files can be downloaded directly through the API. The Python SDK method client.browsers.create_browser_session creates a raw browser session that returns a CDP URL and a live-view URL, with optional profile, proxy country and timeout.
This web search capability can augment models with the latest information from the web to reduce hallucinations and improve accuracy.
Ahead of running a model, Ollama’s new engine will now measure the exact amount of memory required compared to an estimation in previous versions of Ollama.
Browser Use introduces Actor for mixing exact element-level actions and AI-driven automation within one workflow. In the example, Actor locates an input field from a description with page.must_get_element_by_prompt and fills it, then hands the browser to an Agent for the complex tasks after login.
We do not run postinstall scripts.
Browser Use prompts can now ask the agent to write JavaScript to interact with elements on a website. The agent writes and runs the needed JavaScript on its own, for example to extract every product price on a page.
The best part is its “pluggable” nature. We can add PLAS to a fully trained model without changing the original weights, ensuring that the model’s core knowledge remains intact.
Bun is fast because it treats package installation as a systems programming problem , not a JavaScript problem.
Agents work best when they can test what they’ve done.
Browser Use has released a type-safe SDK, browser_use_sdk, for controlling the cloud API, such as creating a task and reading its result.
From the official blog (lobehub.com), published . View original
Tabby v0.31.0 lets Enterprise License holders brand the product with their own name and logo.
Under the condition of 1.1K input sequence length, the A3B model on an H800 GPU maintained TPOT within 25 ms, while the 0.3B and 0.6B models on an A30 GPU kept TPOT within 16 ms.
Folo v0.7.0 adds custom integration configurations for more apps, with a redesigned integration settings page that supports export and import. The release also fixes lag on macOS Tahoe.
Ollama is supporting the MXFP4 format natively without additional quantizations or conversions.
marimo is a new kind of open-source Python notebook.
Ollama’s new app supports file drag and drop, making it easier to reason with text or PDFs.
ERNIE-4.5-300B-A47B-Base surpasses DeepSeek-V3-671B-A37B-Base on 22 out of 28 benchmarks, demonstrating leading performance across all major capability categories.
HTML imports in Bun now support ahead of time bundling in server-side code.
This article is being updated as new results become available.
Version 0.18.0 of the Excalidraw library adds a command palette, multiplayer undo and redo, elbow arrows, flowcharts, scene search, image cropping and a font for Chinese, Japanese and Korean. It also breaks compatibility: the UMD bundle gives way to ES modules, TypeScript can no longer use node or node10 module resolution, and the excalidraw-assets folders are deprecated.
Starting today, the Obsidian Commercial license is optional.
They achieve this at 14X less cost compared to the previous o1 SOTA result.
Everything else is installed in a stand-alone environment created by uv.
No new vulnerabilities were found in public versions of Obsidian.
These problems are far too easy, and wouldn’t be good choices for the new benchmark.
marimo’s server can mount notebooks as web apps on any ASGI server, making it easy to deploy data apps.
marimo adds interactivity to Altair charts based on the mark type and encodings used.
If cache conditions are hit, your notebook starts instantly.
So this year, we’re switching things up. We want to encourage the developer community to revisit existing plugins to make them even better.
The o1-preview model had trouble conforming to aider’s diff edit format.
marimo ships with native support for rendering anywidgets.
Today we are making Obsidian Sync more accessible with the new Standard plan which starts at $4 per month billed annually, or $5 per month billed monthly.