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LLM Models
A list of models
Publishing Type Definitions
It can be useful to be able to publish these types in custom NPM repos e.g. Gitlab Configuring package.json File Including src and dist folders use files key inpackage.jsonto indicate which directories should be published (https://stackoverflow.com/questions/6...
SLMs
Specialised and Small Language Models (SLMs) including information on alternative approaches to transformers
AMQPLib and RabbitMQ
Channel closed by server: 406 (PRECONDITION-FAILED) with message "PRECONDITION_FAILED As explained by this article this implies that your channel has consumed a message without ACKing or NACKing it and it has timed out. Make sure to ACK or NACK all messages wh...
Go Proton API
Official Go client library for the Proton REST API — covering Mail, Contacts, Calendar, Drive Shares, and account operations.
SpaCy GPU
Set Up Environment It's relatively easy to use SpaCy with a GPU these days. First set up your conda environment and install cudatoolkit (use nvidia-smi to match versions of the tookit with the drivers): Run nvidia-smi: Create conda env: conda create -n test p...
SpaCy CoRef
Spacy Coref is an experimental coreference resolution model in spacy The project repository is here. There is currently a hard dependency on the LDC OntoNotes dataset which makes it difficult to use without spending money. Hopefully they will release a pre-tra...
Digital Gardens, Zettelkasten and Second Brains
Chris Aldrich has some interesting thoughts on these topics here Someone is maintaining a really cool collection of second brain stuff here
Planning
Move configuration out into yaml file - the mishmash of environment variables is pretty gross Add an FTP option for photo upload Add simple UI for obtaining a token
Overview & Quick Start
Python and Gitea
Tips and tricks for Python and Gitea and CI stuff. Use Drone CI for Gitea I use Drone + Gitea for code versioning and automation - I talk about it here Gitea Package Management Gitea recently added package management which means that compiled packages and dock...
Authentication & Sessions
Gitea and DroneCI
I use Gitea to self-host my code + projects here and I use DroneCI, a lightweight CI pipeline that integrates into gitea to do automation stuff. Configuration of Drone + Gitea TODO: write about setup here - docker etc Drone CI Config Drone works like many othe...
Mail & Messages
Caddy Handler
You can set up caddy to do different things depending on the prefix using handle directive testsite.com { handle_path /media* { root * /path/to/media file_server } handle { root * /path/to/normal/content file_server } }
Contacts, Calendar & Labels
Relationship Extraction
Relationship Extraction (RE) is a task that is related to Coreference Resolution but with a focus on identifying relationships between entities. In the following example: James, the CTO at Filament AI, lives in the South of England. We want to identify the f...