Chilli's group workspace
jmzpl6tw_k7d4ruyz
What makes this group special?
Tags
stella-ord-0-0
Notes
Author
State
Crashed
Start time
June 24th, 2024 4:29:19 AM
Runtime
2m 31s
Tracked hours
-
Run path
eleutherai/neox/sb6gnw18
OS
Linux-5.19.17-coreweave-x86_64-with-glibc2.17
Python version
3.8.19
Git repository
git clone https://github.com/EleutherAI/gpt-neox.git
Git state
git checkout -b "stella-ord-0-0" 4c426da8b6149e2313bc6e00584531f004cfe457
Command
train.py --local_rank=0 --deepspeed_config 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 --megatron_config {"train_batch_size": 128, "train_micro_batch_size_per_gpu": 4, "gradient_accumulation_steps": 4, "optimizer": {"type": "Adam", "params": {"lr": 0.00025, "betas": [0.9, 0.95], "eps": 1e-08}}, "fp32_allreduce": true, "fp16": {"enabled": true, "type": "bfloat16", "auto_cast": true, "loss_scale": 0, "loss_scale_window": 1000, "initial_scale_power": 12, "hysteresis": 2, "min_loss_scale": 1}, "zero_optimization": {"stage": 0, "allgather_partitions": true, "allgather_bucket_size": 500000000, "overlap_comm": true, "reduce_scatter": true, "reduce_bucket_size": 500000000, "contiguous_gradients": true, "cpu_offload": false}, "wall_clock_breakdown": true, "precision": "fp16", "num_layers": 16, "hidden_size": 2048, "num_attention_heads": 8, "seq_length": 2048, "max_position_embeddings": 2048, "pos_emb": "rotary", "no_weight_tying": true, "attention_config": ["global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global", "global"], "sparsity_config": {}, "scaled_upper_triang_masked_softmax_fusion": true, "bias_gelu_fusion": true, "rotary_pct": 0.25, "init_method": "small_init", "output_layer_init_method": "wang_init", "gpt_j_residual": true, "lr_decay_style": "cosine", "lr_decay_iters": 143000, "min_lr": 2.5e-05, "optimizer_type": "Adam", "zero_stage": 0, "zero_reduce_scatter": true, "zero_contiguous_gradients": true, "zero_reduce_bucket_size": 500000000, "zero_allgather_bucket_size": 500000000, "lr": 0.00025, "tokenizer_type": "HFTokenizer", "dataset_type": "pause", "dataset_cfg": {"pause_id": 50277}, "data_path": "data/enwik8/enwik8_text_document", "data_impl": "mmap", "save": "checkpoints", "config_files": {"1B-pause.yml": "{\n  \"pipe_parallel_size\": 1,\n  \"model_parallel_size\": 1,\n\n  \"num_layers\": 16,\n  \"hidden_size\": 2048,\n  \"num_attention_heads\": 8,\n  \"seq_length\": 2048,\n  \"max_position_embeddings\": 2048,\n  \"pos_emb\": \"rotary\",\n  \"rotary_pct\": 0.25,\n  \"no_weight_tying\": true,\n  \"gpt_j_residual\": true,\n  \"output_layer_parallelism\": \"column\",\n\n  \"scaled_upper_triang_masked_softmax_fusion\": true,\n  \"bias_gelu_fusion\": true,\n\n  \"init_method\": \"small_init\",\n  \"output_layer_init_method\": \"wang_init\",\n\n  \"optimizer\": {\n    \"type\": \"Adam\",\n    \"params\": {\n      \"lr\": 0.00025,\n      \"betas\": [0.9, 0.95],\n      \"eps\": 1.0e-8\n    }\n  },\n  \"min_lr\": 0.000025,\n\n  \"zero_optimization\": {\n    \"stage\": 0,\n    \"allgather_partitions\": true,\n    \"allgather_bucket_size\": 500000000,\n    \"overlap_comm\": true,\n    \"reduce_scatter\": true,\n    \"reduce_bucket_size\": 500000000,\n    \"contiguous_gradients\": true,\n    \"cpu_offload\": false\n  },\n\n  \"fp16\": {\n    \"enabled\": true,\n    \"type\": \"bfloat16\",\n    \"auto_cast\": true,\n    \"loss_scale\": 0,\n    \"loss_scale_window\": 1000,\n    \"initial_scale_power\": 12,\n    \"hysteresis\": 2,\n    \"min_loss_scale\": 1\n  },\n\n  \"fp32_allreduce\": true,\n\n  \"train_micro_batch_size_per_gpu\": 4,\n  \"gradient_accumulation_steps\": 4,\n  \"data_impl\": \"mmap\",\n  \"num_workers\": 1,\n\n  \"checkpoint_activations\": true,\n  \"checkpoint_num_layers\": 1,\n  \"partition_activations\": true,\n  \"synchronize_each_layer\": true,\n\n  \"gradient_clipping\": 1.0,\n  \"weight_decay\": 0.1,\n  \"hidden_dropout\": 0,\n  \"attention_dropout\": 0,\n\n  \"train_iters\": 143000,\n  \"lr_decay_iters\": 143000,\n  \"distributed_backend\": \"nccl\",\n  \"lr_decay_style\": \"cosine\",\n  \"warmup\": 0.01,\n  \"checkpoint_factor\": 1000,\n  \"extra_save_iters\": [0,1,2,4,8,16,32,64,128,256,512],\n  \"eval_interval\": 143000,\n  \"eval_iters\": 10,\n\n  \"log_interval\": 10,\n  \"steps_per_print\": 10,\n  \"wall_clock_breakdown\": true,\n\n  \"tokenizer_type\": \"HFTokenizer\",\n  \"dataset_type\": \"pause\",\n  \"dataset_cfg\": {\n    \"pause_id\": 50277,\n  }\n}\n", "local_setup.yml": "# Suggested data paths when using GPT-NeoX locally\n{\n  \"data_path\": \"data/enwik8/enwik8_text_document\",\n\n  # or for weighted datasets:\n  # \"train-data-paths\": [\"data/enwik8/enwik8_text_document\", \"data/enwik8/enwik8_text_document\"],\n  # \"test-data-paths\": [\"data/enwik8/enwik8_text_document\", \"data/enwik8/enwik8_text_document\"],\n  # \"valid-data-paths\": [\"data/enwik8/enwik8_text_document\", \"data/enwik8/enwik8_text_document\"],\n  # \"train-data-weights\": [1., 2.],\n  # \"test-data-weights\": [2., 1.],\n  # \"valid-data-weights\": [0.5, 0.4],\n\n  # If weight_by_num_documents is True, Builds dataset weights from a multinomial distribution over groups of data according to the number of documents in each group.\n  # WARNING: setting this to True will override any user provided weights\n  # \"weight_by_num_documents\": false,\n  # \"weighted_sampler_alpha\": 0.3,\n\n  \"vocab_file\": \"../pythia_type2.json\",\n\n  \"save\": \"checkpoints\",\n  \"load\": \"checkpoints\",\n  \"checkpoint_validation_with_forward_pass\": False,\n\n  \"tensorboard_dir\": \"tensorboard\",\n  \"log_dir\": \"logs\",\n  \"use_wandb\": True,\n  \"wandb_host\": \"https://api.wandb.ai\",\n  \"wandb_project\": \"neox\"\n}\n"}, "load": "checkpoints", "checkpoint_factor": 1000, "extra_save_iters": [0, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512], "batch_size": 4, "train_iters": 143000, "eval_iters": 10, "eval_interval": 143000, "vocab_file": "../pythia_type2.json", "num_workers": 1, "checkpoint_activations": true, "synchronize_each_layer": true, "partition_activations": true, "dynamic_loss_scale": true, "pipe_parallel_size": 1, "world_size": 1, "is_pipe_parallel": true, "use_wandb": true, "wandb_group": "jmzpl6tw_k7d4ruyz", "log_dir": "logs", "tensorboard_dir": "tensorboard", "log_interval": 10, "text_gen_type": "unconditional", "local_rank": 0, "rank": 0, "user_script": "train.py", "save_iters": [0, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1000, 2000, 3000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000, 13000, 14000, 15000, 16000, 17000, 18000, 19000, 20000, 21000, 22000, 23000, 24000, 25000, 26000, 27000, 28000, 29000, 30000, 31000, 32000, 33000, 34000, 35000, 36000, 37000, 38000, 39000, 40000, 41000, 42000, 43000, 44000, 45000, 46000, 47000, 48000, 49000, 50000, 51000, 52000, 53000, 54000, 55000, 56000, 57000, 58000, 59000, 60000, 61000, 62000, 63000, 64000, 65000, 66000, 67000, 68000, 69000, 70000, 71000, 72000, 73000, 74000, 75000, 76000, 77000, 78000, 79000, 80000, 81000, 82000, 83000, 84000, 85000, 86000, 87000, 88000, 89000, 90000, 91000, 92000, 93000, 94000, 95000, 96000, 97000, 98000, 99000, 100000, 101000, 102000, 103000, 104000, 105000, 106000, 107000, 108000, 109000, 110000, 111000, 112000, 113000, 114000, 115000, 116000, 117000, 118000, 119000, 120000, 121000, 122000, 123000, 124000, 125000, 126000, 127000, 128000, 129000, 130000, 131000, 132000, 133000, 134000, 135000, 136000, 137000, 138000, 139000, 140000, 141000, 142000], "global_num_gpus": 8}
System Hardware
CPU count | 48 |
Logical CPU count | 96 |
GPU count | 8 |
GPU type | NVIDIA A40 |
W&B CLI Version
0.17.1
Group
jmzpl6tw_k7d4ruyzConfig
Config parameters are your model's inputs. Learn more
- {} 265 keys▶
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- "{ "pipe_parallel_size": 1, "model_parallel_size": 1, "num_layers": 16, "hidden_size": 2048, "num_attention_heads": 8, "seq_length": 2048, "max_position_embeddings": 2048, "pos_emb": "rotary", "rotary_pct": 0.25, "no_weight_tying": true, "gpt_j_residual": true, "output_layer_parallelism": "column", "scaled_upper_triang_masked_softmax_fusion": true, "bias_gelu_fusion": true, "init_method": "small_init", "output_layer_init_method": "wang_init", "optimizer": { "type": "Adam", "params": { "lr": 0.00025, "betas": [0.9, 0.95], "eps": 1.0e-8 } }, "min_lr": 0.000025, "zero_optimization": { "stage": 0, "allgather_partitions": true, "allgather_bucket_size": 500000000, "overlap_comm": true, "reduce_scatter": true, "reduce_bucket_size": 500000000, "contiguous_gradients": true, "cpu_offload": false }, "fp16": { "enabled": true, "type": "bfloat16", "auto_cast": true, "loss_scale": 0, "loss_scale_window": 1000, "initial_scale_power": 12, "hysteresis": 2, "min_loss_scale": 1 }, "fp32_allreduce": true, "train_micro_batch_size_per_gpu": 4, "gradient_accumulation_steps": 4, "data_impl": "mmap", "num_workers": 1, "checkpoint_activations": true, "checkpoint_num_layers": 1, "partition_activations": true, "synchronize_each_layer": true, "gradient_clipping": 1.0, "weight_decay": 0.1, "hidden_dropout": 0, "attention_dropout": 0, "train_iters": 143000, "lr_decay_iters": 143000, "distributed_backend": "nccl", "lr_decay_style": "cosine", "warmup": 0.01, "checkpoint_factor": 1000, "extra_save_iters": [0,1,2,4,8,16,32,64,128,256,512], "eval_interval": 143000, "eval_iters": 10, "log_interval": 10, "steps_per_print": 10, "wall_clock_breakdown": true, "tokenizer_type": "HFTokenizer", "dataset_type": "pause", "dataset_cfg": { "pause_id": 50277, } } "
- "# Suggested data paths when using GPT-NeoX locally { "data_path": "data/enwik8/enwik8_text_document", # or for weighted datasets: # "train-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], # "test-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], # "valid-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], # "train-data-weights": [1., 2.], # "test-data-weights": [2., 1.], # "valid-data-weights": [0.5, 0.4], # If weight_by_num_documents is True, Builds dataset weights from a multinomial distribution over groups of data according to the number of documents in each group. # WARNING: setting this to True will override any user provided weights # "weight_by_num_documents": false, # "weighted_sampler_alpha": 0.3, "vocab_file": "../pythia_type2.json", "save": "checkpoints", "load": "checkpoints", "checkpoint_validation_with_forward_pass": False, "tensorboard_dir": "tensorboard", "log_dir": "logs", "use_wandb": True, "wandb_host": "https://api.wandb.ai", "wandb_project": "neox" } "
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Summary
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Artifact Outputs
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