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Copy pathfineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120.json
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fineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120.json
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{
"name": "fineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120",
"dataset_name": "fineweb_edu_sample_350BT",
"dataset_uuid": "6f931ca0-500d-4891-82b7-6020e204c8b5",
"hyperparameters": {
"model": "training/open_lm_configs/d=1024_l=24_h=8.json",
"tokens": 8232325120,
"warmup": 2000,
"lr": 0.003,
"wd": 0.033,
"cd": 3e-05,
"global_bs": 512,
"acc": 8,
"qk_norm": true,
"z_loss": 0.0001,
"grad_checkpointing": false,
"params": 411616256,
"params_no_embed": 359973888,
"fsdp_flags": [
"--fsdp",
"--fsdp-amp",
"--fsdp-limit-all-gathers"
],
"chinchilla_multiplier": 1.0,
"seed": 124,
"vocab_size": 50432,
"norm": "gain_only_lp_layer_norm"
},
"checkpoint_url": "s3://***REMOVED***/openlm/dcnlp/experiments/better-datasets/fineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120/checkpoints/epoch_6.pt",
"open_lm_version": "0.0.34",
"open_lm_args": [
"--workers",
"2",
"--precision",
"amp_bfloat16",
"--global-batch-size",
"512",
"--log-every-n-steps",
"20",
"--grad-clip-norm",
"1",
"--lr",
"0.003",
"--warmup",
"2000",
"--model",
"training/open_lm_configs/d=1024_l=24_h=8.json",
"--wd",
"0.033",
"--beta2",
"0.95",
"--epochs",
"5",
"--resume",
"latest",
"--seed",
"124",
"--accum-freq",
"8",
"--model-norm",
"gain_only_lp_layer_norm",
"--delete-previous-checkpoint",
"--lr-cooldown-end",
"3e-05",
"--logs",
"/tmp/achal-dave-openlm-dcnlp_2024-06-10-10-03-17-236",
"--attn-name",
"auto",
"--log-logit-mean",
"--data-tolerate-error-p",
"0.5",
"--data-tolerate-num-ckpts",
"0",
"--multiple-data-passes",
"--train-num-samples",
"1646465024",
"--dataset-manifest",
"s3://***REMOVED***/openlm/dcnlp/datasets/fineweb_edu_sample_350BT_tokenized/manifest.jsonl",
"--data-key",
"json.gz",
"--name",
"fineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120",
"--fsdp",
"--fsdp-amp",
"--fsdp-limit-all-gathers",
"--report-to",
"wandb",
"--wandb-project-name",
"dcnlp",
"--qk-norm",
"--z-loss",
"0.0001",
"--remote-sync",
"s3://***REMOVED***/openlm/dcnlp/experiments/better-datasets/"
],
"results": [],
"params_url": "s3://***REMOVED***/openlm/dcnlp/experiments/better-datasets/fineweb_edu_sample_350BT-d=1024_l=24_h=8-warm=2000-lr=0p003-wd=0p033-cd=3e-05-bs=512-mult=1p0-seed=124-tokens=8232325120/params.txt",
"uuid": "c2d72cba-4891-4e79-b8c9-a7e9bf02f78c",
"creation_date": "2024_06_10-17_21_45",
"failed": false,
"error": ""
}