fix
Browse files- hparams.yaml +118 -0
- megatron_gpt_te_false_bf16.nemo +3 -0
hparams.yaml
ADDED
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@@ -0,0 +1,118 @@
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cfg:
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| 2 |
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micro_batch_size: 4
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| 3 |
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global_batch_size: 32
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| 4 |
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rampup_batch_size: null
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context_parallel_size: 1
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tensor_model_parallel_size: 1
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pipeline_model_parallel_size: 1
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| 8 |
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virtual_pipeline_model_parallel_size: null
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resume_from_checkpoint: null
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| 10 |
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encoder_seq_length: 2048
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max_position_embeddings: 2048
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num_layers: 24
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hidden_size: 4096
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ffn_hidden_size: 16384
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num_attention_heads: 32
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init_method_std: 0.01
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hidden_dropout: 0.1
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attention_dropout: 0.1
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kv_channels: null
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apply_query_key_layer_scaling: true
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layernorm_epsilon: 1.0e-05
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make_vocab_size_divisible_by: 128
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pre_process: true
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post_process: true
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persist_layer_norm: true
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gradient_as_bucket_view: true
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grad_div_ar_fusion: true
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gradient_accumulation_fusion: true
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bias_activation_fusion: true
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bias_dropout_add_fusion: true
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masked_softmax_fusion: true
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activations_checkpoint_granularity: null
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activations_checkpoint_method: null
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activations_checkpoint_num_layers: null
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num_micro_batches_with_partial_activation_checkpoints: null
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activations_checkpoint_layers_per_pipeline: null
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fsdp: false
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fsdp_sharding_strategy: full
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fsdp_grad_reduce_dtype: 32
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fsdp_sharded_checkpoint: false
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sequence_parallel: false
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overlap_p2p_comm: false
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batch_p2p_comm: true
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num_query_groups: null
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tokenizer:
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library: megatron
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type: GPT2BPETokenizer
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model: null
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delimiter: null
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vocab_file: /gpt3_dataset//bpe/vocab.json
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merge_file: /gpt3_dataset//bpe/merges.txt
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native_amp_init_scale: 4294967296
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native_amp_growth_interval: 1000
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hysteresis: 2
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fp32_residual_connection: false
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fp16_lm_cross_entropy: false
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megatron_amp_O2: true
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grad_allreduce_chunk_size_mb: 125
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sharp: false
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mcore_gpt: true
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transformer_engine: false
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fp8: false
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fp8_e4m3: false
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fp8_hybrid: true
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fp8_margin: 0
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fp8_interval: 1
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fp8_amax_history_len: 1024
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fp8_amax_compute_algo: max
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fp8_wgrad: true
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ub_tp_comm_overlap: false
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tp_comm_atomic_ag: false
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tp_comm_atomic_rs: false
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seed: 1234
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sync_batch_comm: false
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use_cpu_initialization: false
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onnx_safe: false
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apex_transformer_log_level: 30
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nsys_profile:
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enabled: false
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trace:
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| 81 |
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- nvtx
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- cuda
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start_step: 10
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| 84 |
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end_step: 10
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| 85 |
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ranks:
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- 0
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gen_shape: false
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optim:
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name: distributed_fused_adam
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bucket_cap_mb: 400
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| 91 |
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overlap_grad_sync: true
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| 92 |
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overlap_param_sync: true
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contiguous_grad_buffer: true
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lr: 0.00016
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weight_decay: 0.1
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betas:
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- 0.9
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- 0.95
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sched:
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name: CosineAnnealing
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warmup_steps: 115
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constant_steps: 12500
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min_lr: 1.6e-05
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data:
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data_impl: mmap
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splits_string: 99990,8,2
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seq_length: 2048
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| 108 |
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skip_warmup: true
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| 109 |
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num_workers: 2
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| 110 |
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dataloader_type: single
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| 111 |
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reset_position_ids: false
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| 112 |
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reset_attention_mask: false
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| 113 |
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eod_mask_loss: false
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| 114 |
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index_mapping_dir: null
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data_prefix:
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- 0.0333
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| 117 |
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- /gpt3_dataset/wiki_text_document
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| 118 |
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precision: bf16-mixed
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megatron_gpt_te_false_bf16.nemo
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:82cf10a38537f7335cfc30fd4e2b5048111a4499db46e27446dd27a45fee93b0
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| 3 |
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size 2825287680
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