Run Large Language Models Locally With *ollama.ai's* Docker Image
ollama is an open-source framework for self-hosting large language models (LLM) similar to ChatGPT or Google’s Bard. The official Docker image makes it painless to host any number of the supported models. Shell script to get an Ollama model running The example “run_ollama_container.sh” script(s) below take the LLM model name as an argument (assigned to $LLMMODEL), but the pull and run docker exec commands can be called additional times to start other models as well within the same running container.
January 30, 2024
Quick and dirty geographic longitude offset for GIS
Convert GIS data with Lat/Lon (EPSG:4326/WGS84) coordinates with longitude in the range 0-360 to -360-0 to cover -180-180 in a GIS envrionments map with this quick and dirty custom proj-style projection string. The custom projection definition is +proj=longlat +ellps=WGS84 +towgs84=0,0,0,0,0,0,0 +pm=-360 +no_defs This can be used as follows, load a spatial dataset with Lons defined in the 0-360 range, duplicate or load another layer with the same dataset, set layer in 1. CRS to WGS84 or EPSG4326, and set layer in 2. to a custom CRS using the projection definition above. This process results in the dataset covering the -360 to 360 Longitude range (and implcitly -180 to 180 as well) between the two layers which can be used in a variety of different project coordinate reference systems or projections. Switching +pm=-360 to +pm=+360 will go the opposite way from (-180-180) Lons to (0-360) if necessary, because that parameter sets or modifies the default Prime Meridian Longitude in degrees-East.
January 24, 2024
NWS13: NetCDF Replacement for NWS12 Met Inputs and Application
2020 ADCIRC User's Group Meeting Slides
December 12, 2023
NWS13: NetCDF Wind/Pressure Inputs for ADCIRC
2018 ADCIRC User's Group Meeting Slides
December 12, 2023
Save CT Images from *Scan of the Month*
I love seeing the monthly updates on Scan of the Month, a website that posts detailed CT scan renderings for selected themes. This website is a portfolio created by CT device company Lumafield. Lumafield is a company that was started by a team of engineers who had firsthand experience with trying to solve hard problems and being let down by the tools on hand. Lumafield is also a company, that while in stealth-mode, decided the technology they were building was just too dang cool to keep quiet about.
December 7, 2023
What is the NVIDIA Container Toolkit?
The NVIDIA Container Toolkit is a set of utilities and libraries provided by NVIDIA to enable containers to use and share NVIDIA GPU resources. The toolkit is container agnostic, supporting several common container runtimes including Docker and Podman. It appears to present GPU/CUDA features to software running within containers on the host with the NVIDIA GPU. The supported platforms seem to be specifically GNU/Linux distributions (Debian, Ubuntu, Centos, Fedora, Open Suse, and Amazon’s Amazon Linux AMIs) on typical amd64, arm64/aarch64 hardware.
November 30, 2023
Manually customize bash terminal prompt look
The prompt text that bash interprets and uses is set with the PS1 environment variable and is usually specified in ~/.bashrc. I have been manually tweaking my bash prompt look and feel to make some of my work project use-case tasks easier. The combination of default style changes, and specific prompt elements added for active environment or sourced environments should make terminal-based project management a little easier. A little searching allowed me to discover this website that allows you to interactively customize the prompt contents and style with common components. https://bash-prompt-generator.org/
November 27, 2023