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https://github.com/apehex/apehex

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https://github.com/apehex/apehex

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README

          

- :mag_right: currently dissecting gpt-oss: optimizing latent directions $\iff$ adversarial prefixes and suffixes, with probing models
- :triangular_flag_on_post: I love CTFs: continuous learning with hands-on projects and CTFs, lately [MI challenges][github-casper] and [AgentDojo on HackaPrompt][hackaprompt-agent]

### Articles

- [Composite embeddings][article-layers]
- [Tokenization is a dead weight][article-tokun]
- [Image diffusion on fractal text][article-diffusion]
- [Generative Password Manager][article-password]

### Projects

- [psAI ops][github-psaiops] - activation engineering
- [mlable][github-mlable] - `transformers` in Keras
- [tokun][github-tokun] - byte-level VAEs >> tokenizers
- [ctfs][github-writeups] - CTF writeups, locked

### Datasets

- [byte to source code][huggingface-contracts]
- [text to ASCII art][huggingface-ascii-art]
- [text to ASCII image][huggingface-ascii-images]



[article-diffusion]: https://huggingface.co/blog/apehex/image-diffusion-on-text
[article-password]: https://huggingface.co/blog/apehex/gpm
[article-layers]: https://huggingface.co/blog/apehex/this-title-is-already-tokenized
[article-tokun]: https://huggingface.co/blog/apehex/tokenization-is-a-dead-weight
[github-writeups]: https://github.com/Hackplayers/hackthebox-writeups

[github-casper]: https://github.com/thestephencasper/mechanistic_interpretability_challenge
[github-psaiops]: https://github.com/apehex/psai-ops
[github-mlable]: https://github.com/apehex/mlable
[github-tokun]: https://github.com/apehex/tokun
[github-stats]: https://github-readme-stats.vercel.app/api?username=apehex&show_icons=true&theme=blue-green&count_private=true&include_all_commits=true

[hackaprompt-agent]: https://www.hackaprompt.com/track/trails_x_mats
[huggingface-ascii-art]: https://huggingface.co/datasets/apehex/ascii-art
[huggingface-ascii-images]: https://huggingface.co/datasets/apehex/ascii-art-datacompdr-12m
[huggingface-contracts]: https://huggingface.co/datasets/apehex/evm_contracts