9 results found Sort:

stanfordnlp
pyvene stanfordnlp
45
537
apache-2.0
9
Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions
intervention interpretability activation-patching activation-intervention mechanistic-interpretability
Created 2023-02-06
540 commits to main branch, last one 17 days ago
pauljblazek
deepdistilling pauljblazek
7
72
other
4
Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform ...
distilling interpretable neurosymbolic explainable-ai domain-adaptation program-synthesis model-distillation knowledge-distillation inductive-logic-programming mechanistic-interpretability out-of-distribution-generalization
Created 2024-01-13
5 commits to main branch, last one 4 months ago
jbloomAus
DecisionTransformerInterpretability jbloomAus
15
58
mit
4
Interpreting how transformers simulate agents performing RL tasks
reinforcement-learning mechanistic-interpretability
Created 2022-12-17
725 commits to main branch, last one 8 months ago
apartresearch
interpretability-starter apartresearch
1
52
unknown
0
🧠 Starter templates for doing interpretability research
alignment-jam interpretability interpretability-jam mechanistic-interpretability
Created 2022-10-31
17 commits to main branch, last one 11 months ago
taufeeque9
codebook-features taufeeque9
2
47
mit
3
Sparse and discrete interpretability tool for neural networks
codebook features transformers language-model interpretability mechanistic-interpretability
Created 2022-12-13
20 commits to main branch, last one 4 months ago
wesg52
sparse-probing-paper wesg52
10
44
mit
2
Sparse probing paper full code.
ai-safety ai-alignment interpretability mechanistic-interpretability
Created 2023-05-02
5 commits to main branch, last one 6 months ago
epfl-dlab
llm-latent-language epfl-dlab
9
41
unknown
3
Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
llm llama2 multilingual-nlp mechanistic-interpretability
Created 2024-02-16
24 commits to main branch, last one 3 months ago
steering-vectors
steering-vectors steering-vectors
3
31
mit
2
Steering vectors for transformer language models in Pytorch / Huggingface
ai gpt nlp pytorch huggingface representation-engineering mechanistic-interpretability
Created 2024-01-18
53 commits to main branch, last one 2 months ago
microsoft
automated-explanations microsoft
5
30
mit
7
Explain a black-box module in natural language.
gpt xai fmri gpt4 explanation huggingface data-science neuroscience language-model interpretability machine-learning fmri-data-analysis large-language-models artificial-intelligence automated-interpretability mechanistic-interpretability
Created 2023-01-30
337 commits to main branch, last one 13 days ago