Cassidy Laidlaw

Elastic attack bounds on CIFAR-10 seem to be too large

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Here is a set of images generated by your `elastic` attack on a random sample of CIFAR-10 images against a robust model at eps4 (1): I have no idea what...

Tokenizer special cases do not work around infix punctuation

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## How to reproduce the behaviour I would expect the two sentences below to be tokenized the same way. However, in the second, the special cases for "won't" and "can't"...

Implement DeepFool in PyTorch

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I know somebody else has an open PR for DeepFool in PyTorch but I think my implementation is better in a few ways: * It correctly handles stopping on batches—the...

TensorFlow Implementation of SPSA seems to calculate gradient incorrectly

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In the SPSAAdam class in `cleverhans/attacks/spsa.py`, the gradient is calculated with the following code: delta = self._delta delta_x = self._get_delta(x, delta) delta_x = tf.concat([delta_x, -delta_x], axis=0) loss_vals = tf.reshape( loss_fn(x...

Steps to reproduce: * Set up Django project with push_notifications app installed * Connect to MySQL database * Run `ALTER DATABASE database_name CHARACTER SET = utf8mb4 COLLATE = utf8mb4_unicode_ci;` *...

I don't know if this is on the roadmap for this project, but it would be nice! Even without rewriting everything, it might be possible to easily support python 3...

Add TypeAlias annotations to RLlib typing.py

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## Why are these changes needed? In newer versions of python, type aliases (e.g., where you do TrainerConfigDict = dict) have to be explicitly defined as a TypeAlias (e.g., TrainerConfigDict:...

After training a reward model according to the instructions, I tried to run BoN sampling via the following command: python src/bon/run_bon_pipeline.py models/rm-pythia-44m_seed0 --seeds 0 However, I got the following traceback:...

Hi, thanks for making your code available! I tried to run the reward model training script: accelerate launch --config_file configs/accelerate_config.yaml src/reward_modeling/training/trainer_rm.py --configs defaults_rm rm-pythia-44m --rng_seed 0 It failed with this...