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12 changes: 4 additions & 8 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,18 +6,18 @@ was used in the following papers (alse see [citations](#citations)):

- [On the state of the art of evaluation in neural language models](https://arxiv.org/abs/1707.05589)

See [./experiment/on-the-state/README.md](./experiment/on-the-state/README.md)
See [./lamb/experiment/on-the-state/README.md](./lamb/experiment/on-the-state/README.md)
for more.

- [Pushing the bounds of dropout](https://arxiv.org/abs/1805.09208)

See
[./experiment/pushing-the-bounds/README.md](./experiment/pushing-the-bounds/README.md)
[./lamb/experiment/pushing-the-bounds/README.md](./lamb/experiment/pushing-the-bounds/README.md)
for more.

- [Mogrifier LSTM](https://arxiv.org/abs/1909.01792)

See [./experiment/mogrifier/README.md](./experiment/mogrifier/README.md) for
See [./lamb/experiment/mogrifier/README.md](./lamb/experiment/mogrifier/README.md) for
more.

<a name="overview"></a>
Expand Down Expand Up @@ -72,11 +72,7 @@ For example:

conda create -n tfp3.7 python=3.7 numpy scipy
conda activate tfp3.7
conda install cudatoolkit
conda install cudnn
conda install tensorflow-gpu=1.15
conda install tensorflow-probability-gpu=1.15
conda install tensorflow-probability
conda install cudatoolkit cudnn tensorflow-gpu=1.15 tensorflow-probability
pip install -e <path-to-git-checkout>

<a name="reference"></a>
Expand Down
2 changes: 1 addition & 1 deletion lamb/experiment/mogrifier/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ This directory contains saved configuration files for tuned models from the
[Mogrifier LSTM](https://arxiv.org/abs/1909.01792) paper. Model weights are not
included.

Don't forget to [set up the data](../../README.md).
Don't forget to [set up the data](../../../README.md).

For example, to train a Mogrifier LSTM with 24M parameters on PTB with tuned
hyperparameters (see the paper above):
Expand Down
2 changes: 1 addition & 1 deletion lamb/experiment/on-the-state/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ This directory contains saved configuration files for tuned models from the [On
the state of the art of evaluation in neural language
models](https://arxiv.org/abs/1707.05589) paper. Model weights are not included.

Don't forget to [set up the data](../../README.md).
Don't forget to [set up the data](../../../README.md).

To train the 1 layer LSTM model of 10m weights on PTB with tuned hyperparameters
(see the paper above):
Expand Down