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fix for bigger models (774M) #30
base: finetuning
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Commits on Feb 18, 2019
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Commits on Feb 21, 2019
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add .gitattributes file to ensure files copied to docker container ha…
…ve LF line endings and all files stay unix on commit
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Add note about setting PYTHONIOENCODING=UTF-8 env var for running examples
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Commits on Feb 27, 2019
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Example will `tee` stdout to `/tmp/samples` from conditional and unconditional generation scripts.
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Add documentation for help flags (nshepperd#81)
add description for flags
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Commits on Feb 28, 2019
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Commits on Mar 3, 2019
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Neil Shepperd committed
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Neil Shepperd committed
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Fix sample generation with batch_size greater than 1.
Neil Shepperd committedMar 3, 2019 Configuration menu - View commit details
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Commits on Mar 4, 2019
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Python download script (nshepperd#89)
added python download script and modified requirements to add the modules needed. Tested in Windows Version 10.0.17134 Build 17134 and Ubuntu 18.04.1 LTS
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Commits on Mar 6, 2019
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update readme with usage caveats and calls for research
This write-up was loosely inspired in part by Mitchell et al.’s work on [Model Cards for Model Reporting](https://arxiv.org/abs/1810.03993). Adding such model usage sections could be good practice in general for open source research projects with potentially broad applications.
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Commits on Mar 7, 2019
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Commits on Mar 18, 2019
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Add training script with Horovod support
This enables multi-GPU or distributed training using Horovod
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Commits on Mar 19, 2019
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Merge pull request nshepperd#2 from tlkh/finetuning
Added instructions and script for distributed training with Horovod
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Neil Shepperd committed
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Combine input text files with <|endoftext|> delimiter to ensure there…
… are enough contiguous tokens to sample from. This can be disabled with --combine 0.
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Commits on Mar 20, 2019
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Write losses to summary file for tensorboard.
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Add learning rate as command line flag.
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Use argparse instead of fire in train.py.
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Commits on Mar 21, 2019
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Neil Shepperd committed
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Add gradient accumulation with default of 5 minibatches
Neil Shepperd committedMar 21, 2019 Configuration menu - View commit details
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Commits on Mar 25, 2019
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Merge remote-tracking branch 'origin/master' into finetuning
Neil Shepperd committedMar 25, 2019 Configuration menu - View commit details
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Commits on May 2, 2019
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Turn off gradient accumulation by default, it shouldn't be needed.
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Commits on May 3, 2019
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Commits on May 4, 2019
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Add gradient checkpointing and another optimization necessary to allo…
…w training the 345M model.
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Add "validation" loss calculation.
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Commits on May 5, 2019
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Commits on May 6, 2019
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Merge pull request nshepperd#3 from Tenoke/finetuning
Add toposort to requirements
Neil Shepperd authoredMay 6, 2019 Configuration menu - View commit details
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Commits on May 14, 2019
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Add option to use SGD for optimizer
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Record learning rate in tensorboard logs
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Add text in README for --optimizer flag
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Reduce default learning rate of train.py.
Neil Shepperd committedMay 14, 2019 Configuration menu - View commit details
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Merge remote-tracking branch 'origin/master' into finetuning
Neil Shepperd committedMay 14, 2019 Configuration menu - View commit details
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Commits on May 15, 2019
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New feature: add noise to network inputs to regularize against overre…
…acting to typos.
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Neil Shepperd committed
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Add top_p to interactive_conditional_samples.py and generate_uncondit…
…ional_samples.py.
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Fix top_p sampling for batch_size>1
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Commits on Aug 15, 2019
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Added the medium blog link "Beginner’s Guide to Retrain GPT-2 (117M) to Generate Custom Text Content"
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Commits on Aug 27, 2019
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Merge pull request nshepperd#22 from biranchi2018/biranchi2018-patch-1
Updated README.md
N Shepperd authoredAug 27, 2019 Configuration menu - View commit details
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Add note to install cudnn, re nshepperd#8
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Add flag to set encoding for text reading and writing, defaulting to …
…utf-8.
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Commits on Sep 13, 2019
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