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stanfordnlp
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pyvene
Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions
http://pyvene.ai
Apache License 2.0
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[P0] make sure config only has strs
#144
aryamanarora
closed
7 months ago
0
[P0] removing seaborn dependency
#143
frankaging
closed
7 months ago
0
Zen/update0.0.9
#142
frankaging
closed
7 months ago
0
[Minor] version bump
#141
frankaging
closed
7 months ago
0
[P0] fix requirements.txt
#140
aryamanarora
closed
8 months ago
0
[P0] Adding back GPT2 and other model supports
#139
frankaging
closed
8 months ago
0
[P0] Adding back GPT2 and other model supports
#138
frankaging
closed
8 months ago
0
[Minor] Revert CausalModel to accept input/output functions when generating factual/counterfactual datasets
#137
amirzur2023
closed
8 months ago
0
[Minor] Accepting `labels` field for loss calculation
#136
frankaging
closed
8 months ago
0
[Minor] Support MistralModel and MistralForCausalLM
#135
jiudingsun01
closed
8 months ago
0
[Bug]: pyvene.ai is taking too long to respond
#134
pravintargaryen
closed
8 months ago
2
[Minor] Update CONTRIBUTING.md
#133
eltociear
closed
8 months ago
1
[Minor] Update README.md with the correct citation link
#132
frankaging
closed
8 months ago
0
Test Cases for Causal Model, MQNLI Intro Notebook
#131
amirzur2023
closed
8 months ago
0
[Minor] Fix the pyvene101 with correct examples
#130
frankaging
closed
8 months ago
0
[Minor] Allow sharing interventions across multiple positions
#129
frankaging
closed
8 months ago
0
[Minor] Update README.md
#128
frankaging
closed
8 months ago
0
[Minor] Expose more APIs for loading and saving
#127
frankaging
closed
8 months ago
0
[Minor] Loading interventions as non-static method
#126
frankaging
closed
8 months ago
0
[Minor] Allow other field passing in generate besides input_ids
#125
frankaging
closed
8 months ago
0
[Minor] Support zero_grad as a module
#124
frankaging
closed
9 months ago
0
[P0] Fix unseen model type support
#123
frankaging
closed
9 months ago
0
[P1] Add `IntervenableModel.named_parameters()`
#122
aryamanarora
closed
9 months ago
0
[P0] Make interface compatible with HF trainer
#121
aryamanarora
closed
8 months ago
0
[P0] Rename train/evaluate methods so train/eval can set model state
#120
aryamanarora
closed
9 months ago
1
[P2] IOI replication notebooks
#119
aryamanarora
closed
9 months ago
0
[P1] Disable base output by default in fwd() and gen()
#118
frankaging
closed
9 months ago
0
Add GPT2 for sequence classification
#117
atticusg
closed
9 months ago
0
[P1] Update transformers version
#116
ZhengPeterWang
closed
9 months ago
0
Merge main into peterwz
#115
ZhengPeterWang
closed
9 months ago
0
allow gradients for unintervened outputs
#114
atticusg
closed
9 months ago
0
[Minor] Adding in subspace support for lambda
#113
frankaging
closed
9 months ago
0
[P2] Add a new huggingface collator for working with Pyvene models
#112
PinetreePantry
opened
9 months ago
0
[P1] Dynamic Intervention Scheduler
#111
frankaging
opened
9 months ago
0
[P0] Intervention scheduling for generation
#110
nathankim7
opened
9 months ago
1
[Minor] Fix typo in the voting tutorial; fix a bug in generation
#109
frankaging
closed
9 months ago
0
[Minor] Adding an exploratory tutorial on voting in LLaMA
#108
frankaging
closed
9 months ago
0
[Minor] Enable gradient for base inputs
#107
frankaging
closed
9 months ago
0
[P1] Added BLIP-ITM model definitions
#106
KhoomeiK
closed
9 months ago
3
[Minor] Adding support for any two-input lambda interventions; ResNet tutorials (no config)
#105
frankaging
closed
10 months ago
1
[Minor] Adding retry to gradient test cases to avoid failure
#104
frankaging
closed
10 months ago
2
[P1] Gradent interventions tests
#103
ZhengPeterWang
closed
10 months ago
0
[Minor] Add in trainable intervention based on binary mask intervention
#102
frankaging
closed
10 months ago
0
[Minor] Bump up pip version
#101
frankaging
closed
10 months ago
0
[P1] Add intervention util unit tests
#100
ZhengPeterWang
closed
10 months ago
0
[P2] Update probing tutorial
#99
aryamanarora
closed
10 months ago
1
[P0] remove autograd debugging
#98
aryamanarora
closed
10 months ago
1
[Minor] Fix gradient backprop trainables with upstream interventions
#97
frankaging
closed
10 months ago
0
[P1] Adaptive changes with pyvene 101 colab
#96
ZhengPeterWang
closed
10 months ago
0
[Minor] Support ITI Paper Results (#68)
#95
frankaging
closed
10 months ago
0
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