Nicolay Gerold

Continuously Monitor and Experiment¶

Continuously monitor your system's performance and run experiments to test improvements.

• Set up monitoring and logging to track system performance over time


• Regularly review the data to identify trends and issues


• Design and run experiments to test potential improvements


• Measure the impact of changes on precision,

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2-5x faster 50% less memory local LLM finetuning

• Manual autograd engine - hand derived backprop steps.


• 2x to 5x faster than QLoRA. 50% less memory usage.


• All kernels written in OpenAI's Triton language.


• 0% loss in accuracy - no approximation methods - all exact.


• No change of hardware necessary. Supports NVIDIA GPUs since 2018+. Minimum CUDA Compute

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Why Fine is awesome

Fine lets you build and deploy custom AI Agents that can carry out various coding tasks for you, and automate a great deal of your development workflows. Agents can generate boilerplate code, update your database schema, generate typings, manage APIs, and much more.

Use cases

Agents can help you with a variety of tasks,... See more

One of the focus areas at Together Research is new architectures for long context, improved training, and inference performance over the Transformer architecture. Spinning out of a research program from our team and academic collaborators, with roots in signal processing-inspired sequence models, we are excited to introduce the StripedHyena models.... See more

Data Integration. Integration is needed when your organization collects large amounts of data in various systems such as databases, CRM systems, application servers, and so on. Accessing and analyzing data that is spread across multiple systems can be a challenge. To address this challenge, data integration can be used to create a unified view of... See more

Enter Large Language Models (LLMs). The first tranche of products and startups leveraging LLMs has kept within the mental model of selling software to achieve step-function improvements in end-user productivity. The "Copilot for [x]" trend reflects this mental model. While there are fantastic startups innovating to improve employee productivity,... See more

IL6 interacts with the receptors the sex hormones bind to, to prevent the effect of these receptors. It is particularly released during inflammation. Apnea and build up of CO2 in the body either caused or are caused by an decrease in estrogen and testosterone.

Generative AI can automate simple tasks

By automating simpler, tedious tasks (generating boilerplate code, fixing linter errors, generating unit tests, etc.), generative AI can help engineers focus on more complex tasks.

Generative AI can improve quality & reliability

Since generative AI models are trained on large codebases, they have the potential... See more

To build Casca Extension, we used a bunch of different technologies such as:

• React, Tailwind and React Grid Layout to make the extension fast, scalable and beautiful


• IndexedDB to store large data right in the browser


• Node.js, Express and MongoDB to proxy, map and cache external API requests


• Sharp library to compress large images


• NGINX serves as a

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