About Dave Lage
Web Product Engineer, Community Builder, Naturalist
^ that's me.
About
Developing tools for building image and captioning datasets, training computer vision models, and building analysis tools.
Experience building social networks, distributed pipelines, website builders, e-commerce websites, software architecture (ORM, MVC), CI/CD systems.
Working on
- Building parameter efficient model analysis and tokenizer tools in the browser
- Building aesthetic prediction models (Preference, Rating)
- Enhancing training systems for Stable Diffusion
- Building Image captioning models using LoRA and other parameter efficient methods.
- Building dataset creation, filtering, captioning pipeline tools
- Building image rating and preference capturing tooling for aesthetic modeling (DPO, Aesthetic Predictor)
- Building stable diffusion scripts for analysis, conversion, pruning, scaling, evaluation
- Building transformers cross-attention visualization tooling with flexibility (DAAM)
- Experimenting with Rust candle ML for training, inference, and WASM
- Teaching and helping others learn to fine-tune foundation models
Find me elsewhere
- GitHub — https://github.com/rockerBOO
- LinkedIn — https://linkedin.com/in/rockerBOO
- Civitai — https://civitai.com/user/rockerBOO
- Discord — rockerBOO
- YouTube — https://youtube.com/c/rockerBOO
- Twitch — https://twitch.tv/rockerBOO
- GitLab — https://gitlab.com/rockerBOO