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dolma_v1_no_resample-open_lm_1b-warm=5000-lr=0p003-wd=0p033-cd=3e-05-bs=256-mult=1-seed=124.json
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{
"name": "dolma_v1_no_resample-open_lm_1b-warm=5000-lr=0p003-wd=0p033-cd=3e-05-bs=256-mult=1-seed=124",
"dataset_name": "dolma_v1_no_resample",
"dataset_uuid": "bdff90b2-5557-4699-a4c5-8d7b287ddc1b",
"hyperparameters": {
"model": "open_lm_1b",
"tokens": 28795904000,
"warmup": 5000,
"lr": 0.003,
"wd": 0.033,
"cd": 3e-05,
"global_bs": 256,
"acc": 1,
"qk_norm": true,
"z_loss": 0.0001,
"grad_checkpointing": false,
"params": 1439795200,
"params_no_embed": 1336510464,
"fsdp_flags": [
"--fsdp",
"--fsdp-amp",
"--fsdp-limit-all-gathers"
],
"chinchilla_multiplier": 1,
"seed": 124
},
"checkpoint_url": "s3://dcnlp-west/dcnlp_experiments_tri/openlm/dcnlp/experiments/1b_1x_dolma-v1-no-resample/dolma_v1_no_resample-open_lm_1b-warm=5000-lr=0p003-wd=0p033-cd=3e-05-bs=256-mult=1-seed=124/checkpoints/epoch_7.pt",
"open_lm_version": "0.0.21",
"open_lm_args": [
"--workers",
"2",
"--precision",
"amp_bfloat16",
"--global-batch-size",
"256",
"--log-every-n-steps",
"20",
"--grad-clip-norm",
"1",
"--lr",
"0.003",
"--warmup",
"5000",
"--model",
"open_lm_1b",
"--wd",
"0.033",
"--beta2",
"0.95",
"--epochs",
"5",
"--resume",
"latest",
"--seed",
"124",
"--accum-freq",
"1",
"--model-norm",
"gain_only_lp_layer_norm",
"--delete-previous-checkpoint",
"--lr-cooldown-end",
"3e-05",
"--logs",
"./logs/30011",
"--train-num-samples",
"5759180800",
"--dataset-manifest",
"s3://***REMOVED***/openlm/dcnlp/datasets/dolma_v1/manifest.jsonl",
"--data-key",
"json.gz",
"--name",
"dolma_v1_no_resample-open_lm_1b-warm=5000-lr=0p003-wd=0p033-cd=3e-05-bs=256-mult=1-seed=124",
"--fsdp",
"--fsdp-amp",
"--fsdp-limit-all-gathers",
"--val-data",
"/home/ubuntu/research/openlm/dcnlp/training/eval_data/open_lm_val/shard_00000000.tar",
"/home/ubuntu/research/openlm/dcnlp/training/eval_data/c4_val/shard-0000000.tar",
"--val-frequency",
"5",
"--val-data-key",
"json",
"txt",
"--val-tok-ci",
"--val-seq-ci",
"--val-max-pop-ci",
"300000",
"--qk-norm",
"--z-loss",
"0.0001",
"--remote-sync",
"s3://***REMOVED***/openlm/dcnlp/experiments/1b_1x_dolma-v1-no-resample/"
],
"results": [],
"params_url": "s3://dcnlp-west/dcnlp_experiments_tri/openlm/dcnlp/experiments/1b_1x_dolma-v1-no-resample/dolma_v1_no_resample-open_lm_1b-warm=5000-lr=0p003-wd=0p033-cd=3e-05-bs=256-mult=1-seed=124/params.txt",
"uuid": "310cd6c7-6409-46bf-9cc1-9aea7f41c476",
"creation_date": "2024_01_29-11_21_56"
}