Nicolay Gerold

A better type of backendConvex is the fullstack TypeScript development platform. Replace your database, server functions and glue code.

SAM-Med3D [Paper]

🌟 Highlights

• 📚 Curated the most extensive volumetric medical dataset to date for training, boasting 131K 3D masks and 247 categories.


• 🚤 Achieved efficient promptable segmentation, requiring 10 to 100 times fewer prompt points for satisfactory 3D outcomes.


• 🏆 Conducted a thorough assessment of SAM-Med3D across 15 frequently-used

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Surya

Surya is a document OCR toolkit that does:

• OCR in 90+ languages that benchmarks favorably vs cloud services


• Line-level text detection in any language


• Layout analysis (table, image, header, etc detection)


• Reading order detection

So what abstractions do we have as of today? For example, let’s take the resource abstraction (Dagster, Prefect, referred to as an operator in Airflow). You abstract complex environments and connections away with a simple construct like that. You have the immediate benefits of defining that once and using it in every task or pipeline with... See more

A-Players are obsessive, learn from mistakes, coachable, intelligent, don’t make excuses, believe in Youtube, see the value of this company, and are the best in the goddamn world at their job. B-Players are new people that need to be trained into A-Players, and C-Players are just average employees. [...] They arn’t obsessive and learning. C-Players

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Zephyr is a series of language models that are trained to act as helpful assistants. Zephyr-7B-α is the first model in the series, and is a fine-tuned version of mistralai/Mistral-7B-v0.1 that was trained on on a mix of publicly available, synthetic datasets using Direct Preference Optimization (DPO). We found that removing the in-built alignment... See more

🐂 What is Oxen?

Oxen is a lightning fast data version control system for structured and unstructured machine learning datasets. We aim to make versioning datasets as easy as versioning code.

The interface mirrors git, but shines in many areas that git or git-lfs fall short. Oxen is built from the ground up for data, and is optimized to handle large... See more

We are excited to release the first version of our multimodal assistant Yasa-1, a language assistant with visual and auditory sensors that can take actions via code execution.

We trained Yasa-1 from scratch, including pretraining base models from ground zero, aligning them, as well as heavily optimizing both our training and serving infrastructure.... See more

The backbone for Versatile ai

Meet Instill Cloud, a no-code/low-code platform that accelerates AI application development by 10x. Effortlessly connect to diverse data sources, seamlessly integrate AI models, and deploy customized logic for your projects, no matter how complex, with lightning speed.