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hero-run1-2x-starcoder-math_datasets-open_lm_7b_swiglutorch-warm=5000-lr=0p001-wd=0p1-cd=3e-05-bs=2048-mult=1-seed=124-tokens=137788211200.json
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{
"name": "hero-run1-2x-starcoder-math_datasets-open_lm_7b_swiglutorch-warm=5000-lr=0p001-wd=0p1-cd=3e-05-bs=2048-mult=1-seed=124-tokens=137788211200",
"dataset_name": "hero-run1-2x-starcoder-math_datasets",
"dataset_uuid": "c41aad88-1b0b-4f74-95da-ab7ad9ebd95d",
"hyperparameters": {
"model": "training/open_lm_configs/open_lm_7b_swiglutorch.json",
"tokens": 137788211200,
"warmup": 5000,
"lr": 0.001,
"wd": 0.1,
"cd": 3e-05,
"global_bs": 2048,
"acc": 4,
"qk_norm": true,
"z_loss": 0.0001,
"grad_checkpointing": false,
"params": 6889410560,
"params_no_embed": 6682841088,
"fsdp_flags": [
"--fsdp",
"--fsdp-limit-all-gathers",
"--fsdp-pure-bf16",
"--fsdp-use-orig-params"
],
"chinchilla_multiplier": 1,
"seed": 124,
"vocab_size": 50432,
"norm": "gain_only_lp_layer_norm"
},
"checkpoint_url": "s3://dcnlp-west/dcnlp_experiments_tri/openlm/dcnlp/experiments/better-datasets/hero-run1-2x-starcoder-math_datasets-open_lm_7b_swiglutorch-warm=5000-lr=0p001-wd=0p1-cd=3e-05-bs=2048-mult=1-seed=124-tokens=137788211200/checkpoints/epoch_6.pt",
"open_lm_version": "0.0.33",
"open_lm_args": [
"--workers",
"2",
"--precision",
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"--global-batch-size",
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"--log-every-n-steps",
"20",
"--grad-clip-norm",
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"--lr",
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"--warmup",
"5000",
"--model",
"training/open_lm_configs/open_lm_7b_swiglutorch.json",
"--wd",
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"--beta2",
"0.95",
"--epochs",
"5",
"--seed",
"124",
"--accum-freq",
"4",
"--model-norm",
"gain_only_lp_layer_norm",
"--delete-previous-checkpoint",
"--lr-cooldown-end",
"3e-05",
"--logs",
"logs/9986",
"--attn-name",
"torch_attn",
"--log-logit-mean",
"--resume",
"latest",
"--multiple-data-passes",
"--train-num-samples",
"27557642240",
"--dataset-manifest",
"s3://***REMOVED***/openlm/dcnlp/datasets/hero-run1-2x-starcoder-math_datasets/manifest.jsonl",
"--data-key",
"json.gz",
"--name",
"hero-run1-2x-starcoder-math_datasets-open_lm_7b_swiglutorch-warm=5000-lr=0p001-wd=0p1-cd=3e-05-bs=2048-mult=1-seed=124-tokens=137788211200",
"--fsdp",
"--fsdp-limit-all-gathers",
"--fsdp-pure-bf16",
"--fsdp-use-orig-params",
"--qk-norm",
"--z-loss",
"0.0001",
"--remote-sync",
"s3://***REMOVED***/openlm/dcnlp/experiments/better-datasets/",
"--torchcompile"
],
"results": [],
"params_url": "s3://dcnlp-west/dcnlp_experiments_tri/openlm/dcnlp/experiments/better-datasets/hero-run1-2x-starcoder-math_datasets-open_lm_7b_swiglutorch-warm=5000-lr=0p001-wd=0p1-cd=3e-05-bs=2048-mult=1-seed=124-tokens=137788211200/params.txt",
"uuid": "346c0af9-cf81-4bd1-8af2-645a15ef135d",
"creation_date": "2024_05_09-09_05_20",
"failed": false,
"error": ""
}