alan-cooney / transformer-from-scratchLinks
Decoder only transformer, built from scratch with PyTorch
☆31Updated 2 years ago
Alternatives and similar repositories for transformer-from-scratch
Users that are interested in transformer-from-scratch are comparing it to the libraries listed below
Sorting:
- Mechanistic Interpretability Visualizations using React☆304Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆232Updated last year
- ☆260Updated last year
- ☆191Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆231Updated last week
- ☆132Updated 2 years ago
- ☆370Updated 4 months ago
- Sparsify transformers with SAEs and transcoders☆673Updated this week
- Sparse Autoencoder for Mechanistic Interpretability☆286Updated last year
- ☆195Updated 2 months ago
- Tools for studying developmental interpretability in neural networks.☆117Updated 5 months ago
- ☆58Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆132Updated 9 months ago
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆234Updated 4 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆63Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆738Updated this week
- ☆136Updated last month
- ☆36Updated last year
- Using sparse coding to find distributed representations used by neural networks.☆289Updated 2 years ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆43Updated last year
- A toolkit for describing model features and intervening on those features to steer behavior.☆221Updated last week
- Unified access to Large Language Model modules using NNsight☆70Updated last month
- Open source interpretability artefacts for R1.☆165Updated 7 months ago
- A python sdk for LLM finetuning and inference on runpod infrastructure☆16Updated this week
- Tools for understanding how transformer predictions are built layer-by-layer☆554Updated 4 months ago
- Steering Llama 2 with Contrastive Activation Addition☆198Updated last year
- ☆74Updated this week
- A library for efficient patching and automatic circuit discovery.☆82Updated 4 months ago
- ☆82Updated this week
- METR Task Standard☆168Updated 10 months ago