├── .github └── workflows │ ├── ci.md │ └── main.yml ├── .gitignore ├── .gitlab-ci.yml ├── CODEOWNERS ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── examples ├── create_embeddings.sh ├── curriculum_learning │ ├── README.md │ ├── ds_config_cl.json │ └── pretrain_gpt_cl.sh ├── evaluate_ict_zeroshot_nq.sh ├── evaluate_zeroshot_gpt.sh ├── finetune_mnli_distributed.sh ├── finetune_race_distributed.sh ├── generate_text.sh ├── merge_mp_bert.sh ├── pretrain_bert.sh ├── pretrain_bert_distributed.sh ├── pretrain_bert_distributed_with_mp.sh ├── pretrain_gpt.sh ├── pretrain_gpt3_175B.sh ├── pretrain_gpt_distributed.sh ├── pretrain_gpt_distributed_with_mp.sh ├── pretrain_gpt_multilingual.sh ├── pretrain_gpt_single_node.sh ├── pretrain_gpt_tiny.sh ├── pretrain_ict.sh ├── pretrain_t5.sh ├── pretrain_t5_distributed.sh ├── pretrain_t5_distributed_with_mp.sh ├── run_evalharness.sh ├── run_evalharness_deepspeed.md ├── run_evalharness_deepspeed.slurm └── run_evalharness_tr11-176b-ml.slurm ├── finetune_t0_non_causal_decoder.py ├── images └── cases_april2021.png ├── megatron ├── __init__.py ├── arguments.py ├── checkpointing.py ├── data │ ├── Makefile │ ├── __init__.py │ ├── autoaugment.py │ ├── bert_dataset.py │ ├── biencoder_dataset_utils.py │ ├── blendable_dataset.py │ ├── data_samplers.py │ ├── dataset_utils.py │ ├── decoder_packed_mtf_dataset.py │ ├── distdata.py │ ├── gpt_dataset.py │ ├── helpers.cpp │ ├── ict_dataset.py │ ├── indexed_dataset.py │ ├── mlm_dataset.py │ ├── mtf_dataset.py │ ├── orqa_wiki_dataset.py │ ├── realm_dataset_utils.py │ ├── realm_index.py │ ├── t5_dataset.py │ ├── test │ │ ├── test_indexed_dataset.py │ │ └── test_preprocess_data.sh │ └── vit_dataset.py ├── enums.py ├── fp16_deprecated │ └── loss_scaler.py ├── fused_kernels │ ├── __init__.py │ ├── compat.h │ ├── layer_norm_cuda.cpp │ ├── layer_norm_cuda_kernel.cu │ ├── scaled_masked_softmax.cpp │ ├── scaled_masked_softmax.h │ ├── scaled_masked_softmax_cuda.cu │ ├── scaled_upper_triang_masked_softmax.cpp │ ├── scaled_upper_triang_masked_softmax.h │ ├── scaled_upper_triang_masked_softmax_cuda.cu │ ├── tests │ │ ├── __init__.py │ │ └── test_fused_kernels.py │ └── type_shim.h ├── global_vars.py ├── indexer.py ├── initialize.py ├── learning_rates.py ├── logging.py ├── memory.py ├── microbatches.py ├── model │ ├── __init__.py │ ├── bert_model.py │ ├── biencoder_model.py │ ├── classification.py │ ├── distributed.py │ ├── fused_bias_gelu.py │ ├── fused_layer_norm.py │ ├── fused_softmax.py │ ├── glu_activations.py │ ├── gpt_model.py │ ├── language_model.py │ ├── module.py │ ├── multiple_choice.py │ ├── positional_embeddings.py │ ├── realm_model.py │ ├── t5_model.py │ ├── transformer.py │ ├── utils.py │ └── vit_model.py ├── mpu │ ├── __init__.py │ ├── cross_entropy.py │ ├── data.py │ ├── initialize.py │ ├── layers.py │ ├── mappings.py │ ├── random.py │ ├── tests │ │ ├── __init__.py │ │ ├── commons.py │ │ ├── test_cross_entropy.py │ │ ├── test_data.py │ │ ├── test_initialize.py │ │ ├── test_layers.py │ │ └── test_random.py │ └── utils.py ├── optimizer │ ├── __init__.py │ ├── clip_grads.py │ ├── grad_scaler.py │ └── optimizer.py ├── p2p_communication.py ├── package_info.py ├── schedules.py ├── testing_utils.py ├── text_generation_utils.py ├── tokenizer │ ├── __init__.py │ ├── bert_tokenization.py │ ├── gpt2_tokenization.py │ └── tokenizer.py ├── training.py └── utils.py ├── pretrain_bert.py ├── pretrain_gpt.py ├── pretrain_ict.py ├── pretrain_prefix_lm.py ├── pretrain_t5.py ├── pretrain_vit.py ├── pyproject.toml ├── requirements.txt ├── run.sh ├── run_bf16.sh ├── run_fp16.sh ├── run_universal_bf16.sh ├── scripts ├── README.md ├── bloom-inference-scripts │ └── README.md ├── bloom-inference-server │ └── README.md └── test_multiple_dataset_sampling │ ├── create_dummy_dataset.py │ ├── preprocess_data.py │ ├── test_sampling.py │ └── test_sampling.sh ├── setup.cfg ├── setup.py ├── start_fast.md ├── tasks ├── data_utils.py ├── ensemble_classifier.py ├── eval_harness │ ├── download.py │ ├── evaluate.py │ └── report-to-csv.py ├── eval_utils.py ├── finetune_utils.py ├── glue │ ├── data.py │ ├── finetune.py │ ├── mnli.py │ └── qqp.py ├── main.py ├── orqa │ ├── evaluate_orqa.py │ ├── evaluate_utils.py │ └── natural_questions │ │ ├── nq.py │ │ ├── qa_utils.py │ │ └── tokenizers.py ├── race │ ├── data.py │ └── finetune.py ├── vision │ ├── classification.py │ ├── eval_utils.py │ ├── finetune_utils.py │ └── main.py └── zeroshot_gpt │ ├── datasets.py │ ├── detokenizer.py │ └── evaluate.py ├── tests ├── README.md ├── conftest.py ├── data │ └── gpt2 │ │ ├── README.md │ │ ├── ag_news_prompt_inputs_document.bin │ │ ├── ag_news_prompt_inputs_document.idx │ │ ├── ag_news_prompt_targets_document.bin │ │ ├── ag_news_prompt_targets_document.idx │ │ ├── generate_ag_news_mtf_dataset.sh │ │ ├── gpt2-tiny-merges.txt │ │ ├── gpt2-tiny-vocab.json │ │ ├── meg-gpt2-openwebtext_text_document.bin │ │ ├── meg-gpt2-openwebtext_text_document.idx │ │ └── openwebtext-1000.jsonl ├── ds_config.json ├── ds_config_bf16.json ├── ds_config_cl.json ├── ds_config_inference.json ├── test_activations.py ├── test_basic.py ├── test_checkpoints.py ├── test_dataloaders.py ├── test_model.py ├── test_preprocessing.py ├── test_tensor_parallel.py ├── test_training.py └── tools │ ├── README.md │ ├── openwebtext-to-jsonl.py │ └── shrink-tokenizer.py └── tools ├── README.md ├── convert_checkpoint ├── README.md ├── deepspeed_to_deepspeed.py ├── deepspeed_to_megatron.py ├── deepspeed_to_transformers.py ├── ds_to_universal.py ├── inspect_checkpoint.py └── inspect_deepspeed_checkpoint.py ├── create_doc_index.py ├── generate_samples_gpt.py ├── linter.py ├── logs ├── rescale-logs.py ├── tb-rename-events.py └── tb-rescale-scalars.py ├── merge_mp_partitions.py ├── merge_preprocessed_data.py ├── openwebtext ├── README.md ├── add_id.py ├── blacklist_urls.py ├── cleanup_dataset.py ├── cleanup_fix_dataset.py ├── 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