├── LICENSE ├── README.md ├── getdata.sh ├── prep_text8.py ├── pytorch ├── .DS_Store ├── README.md ├── data_utils.py ├── eval.py ├── mem_transformer.py ├── run_enwik8_base.sh ├── run_enwik8_large.sh ├── run_lm1b_base.sh ├── run_lm1b_large.sh ├── run_text8_base.sh ├── run_text8_large.sh ├── run_wt103_base.sh ├── run_wt103_large.sh ├── train.py └── utils │ ├── adaptive_softmax.py │ ├── data_parallel.py │ ├── exp_utils.py │ ├── log_uniform_sampler.py │ ├── proj_adaptive_softmax.py │ └── vocabulary.py └── tf ├── README.md ├── avg_checkpoints.py ├── data_utils.py ├── gpu_utils.py ├── model.py ├── scripts ├── enwik8_base_gpu.sh ├── enwik8_large_tpu.sh ├── lm1b_base_gpu.sh ├── lm1b_large_tpu.sh ├── text8_base_gpu.sh ├── text8_large_tpu.sh ├── wt103_base_gpu.sh └── wt103_large_tpu.sh ├── sota ├── download.sh ├── enwik8.sh ├── lm1b.sh ├── text8.sh └── wt103.sh ├── tpu_estimator.py ├── train.py ├── train_gpu.py └── vocabulary.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/README.md -------------------------------------------------------------------------------- /getdata.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/getdata.sh -------------------------------------------------------------------------------- /prep_text8.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/prep_text8.py -------------------------------------------------------------------------------- /pytorch/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/.DS_Store -------------------------------------------------------------------------------- /pytorch/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/README.md -------------------------------------------------------------------------------- /pytorch/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/data_utils.py -------------------------------------------------------------------------------- /pytorch/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/eval.py -------------------------------------------------------------------------------- /pytorch/mem_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/mem_transformer.py -------------------------------------------------------------------------------- /pytorch/run_enwik8_base.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_enwik8_base.sh -------------------------------------------------------------------------------- /pytorch/run_enwik8_large.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_enwik8_large.sh -------------------------------------------------------------------------------- /pytorch/run_lm1b_base.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_lm1b_base.sh -------------------------------------------------------------------------------- /pytorch/run_lm1b_large.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_lm1b_large.sh -------------------------------------------------------------------------------- /pytorch/run_text8_base.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_text8_base.sh -------------------------------------------------------------------------------- /pytorch/run_text8_large.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_text8_large.sh -------------------------------------------------------------------------------- /pytorch/run_wt103_base.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_wt103_base.sh -------------------------------------------------------------------------------- /pytorch/run_wt103_large.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/run_wt103_large.sh -------------------------------------------------------------------------------- /pytorch/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/train.py -------------------------------------------------------------------------------- /pytorch/utils/adaptive_softmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/adaptive_softmax.py -------------------------------------------------------------------------------- /pytorch/utils/data_parallel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/data_parallel.py -------------------------------------------------------------------------------- /pytorch/utils/exp_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/exp_utils.py -------------------------------------------------------------------------------- /pytorch/utils/log_uniform_sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/log_uniform_sampler.py -------------------------------------------------------------------------------- /pytorch/utils/proj_adaptive_softmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/proj_adaptive_softmax.py -------------------------------------------------------------------------------- /pytorch/utils/vocabulary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/pytorch/utils/vocabulary.py -------------------------------------------------------------------------------- /tf/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/README.md -------------------------------------------------------------------------------- /tf/avg_checkpoints.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/avg_checkpoints.py -------------------------------------------------------------------------------- /tf/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/data_utils.py -------------------------------------------------------------------------------- /tf/gpu_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/gpu_utils.py -------------------------------------------------------------------------------- /tf/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/model.py -------------------------------------------------------------------------------- /tf/scripts/enwik8_base_gpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/enwik8_base_gpu.sh -------------------------------------------------------------------------------- /tf/scripts/enwik8_large_tpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/enwik8_large_tpu.sh -------------------------------------------------------------------------------- /tf/scripts/lm1b_base_gpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/lm1b_base_gpu.sh -------------------------------------------------------------------------------- /tf/scripts/lm1b_large_tpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/lm1b_large_tpu.sh -------------------------------------------------------------------------------- /tf/scripts/text8_base_gpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/text8_base_gpu.sh -------------------------------------------------------------------------------- /tf/scripts/text8_large_tpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/text8_large_tpu.sh -------------------------------------------------------------------------------- /tf/scripts/wt103_base_gpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/wt103_base_gpu.sh -------------------------------------------------------------------------------- /tf/scripts/wt103_large_tpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/scripts/wt103_large_tpu.sh -------------------------------------------------------------------------------- /tf/sota/download.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/sota/download.sh -------------------------------------------------------------------------------- /tf/sota/enwik8.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/sota/enwik8.sh -------------------------------------------------------------------------------- /tf/sota/lm1b.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/sota/lm1b.sh -------------------------------------------------------------------------------- /tf/sota/text8.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/sota/text8.sh -------------------------------------------------------------------------------- /tf/sota/wt103.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/sota/wt103.sh -------------------------------------------------------------------------------- /tf/tpu_estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/tpu_estimator.py -------------------------------------------------------------------------------- /tf/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/train.py -------------------------------------------------------------------------------- /tf/train_gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/train_gpu.py -------------------------------------------------------------------------------- /tf/vocabulary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TimDettmers/transformer-xl/HEAD/tf/vocabulary.py --------------------------------------------------------------------------------