grt-10m-base / eval_results.json
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Publish pre-fine-tune NeurIPS submission GRT-10M-Base checkpoint
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{
"model_id": "MatterWaveAI/grt-10m-base",
"architecture": "GRTForCausalLM",
"stored_parameters": 8684515,
"non_embedding_parameters": 2234515,
"dense_equiv_parameters": 17518848,
"nn_linear_layers": 0,
"pretraining": {
"corpus": "nvidia/Nemotron-Pretraining-Dataset-sample",
"steps": 336000,
"optimizer": "PairAdam",
"train_loss": 2.144,
"val_loss": 4.033,
"val_ppl": 56.4,
"val_top1_acc": 0.4
},
"slm_bench_zero_shot": {
"benchmark_suite": "SLM-Bench (9 Multiple-Choice Tasks + GSM8K Perplexity)",
"evaluation_harness": "grt-slm-bench (training/slm_bench.py)",
"mc_macro_average_accuracy": 0.3808,
"random_macro_average": 0.3556,
"tasks": {
"boolq": {
"split": "validation",
"n_eval": 3270,
"random": 0.5,
"zero_shot_acc": 0.6214,
"pair_adam_acc": 0.6113
},
"qnli": {
"split": "validation",
"n_eval": 1000,
"random": 0.5,
"zero_shot_acc": 0.527,
"pair_adam_acc": 0.497
},
"piqa": {
"split": "validation",
"n_eval": 1838,
"random": 0.5,
"zero_shot_acc": 0.5218,
"pair_adam_acc": 0.5082
},
"winogrande": {
"split": "validation",
"n_eval": 1267,
"random": 0.5,
"zero_shot_acc": 0.5051,
"pair_adam_acc": 0.5075
},
"openbookqa": {
"split": "test",
"n_eval": 500,
"random": 0.25,
"zero_shot_acc": 0.3,
"pair_adam_acc": 0.226
},
"arc_easy": {
"split": "test",
"n_eval": 2376,
"random": 0.25,
"zero_shot_acc": 0.2694,
"pair_adam_acc": 0.266
},
"hellaswag": {
"split": "validation",
"n_eval": 1000,
"random": 0.25,
"zero_shot_acc": 0.256,
"pair_adam_acc": 0.291
},
"arc_challenge": {
"split": "test",
"n_eval": 1172,
"random": 0.25,
"zero_shot_acc": 0.2253,
"pair_adam_acc": 0.2491
},
"commonsenseqa": {
"split": "validation",
"n_eval": 1221,
"random": 0.2,
"zero_shot_acc": 0.2015,
"pair_adam_acc": 0.2285
},
"gsm8k": {
"split": "test",
"n_eval": 500,
"zero_shot_ppl": 145.85,
"pair_adam_ppl": 37.27
}
}
}
}