--- dataset_info: - config_name: data_constrained_scaling_law features: - name: group dtype: string - name: unique_tokens dtype: float64 - name: params dtype: float64 - name: tokens dtype: float64 - name: loss dtype: float64 splits: - name: train num_bytes: 7084 num_examples: 161 - name: test num_bytes: 924 num_examples: 21 download_size: 7325 dataset_size: 8008 - config_name: domain_mixture_scaling_law features: - name: group dtype: string - name: proportion_domain_1 dtype: float64 - name: proportion_domain_2 dtype: float64 - name: proportion_domain_3 dtype: float64 - name: proportion_domain_4 dtype: float64 - name: proportion_domain_5 dtype: float64 - name: loss_domain_1 dtype: float64 - name: loss_domain_2 dtype: float64 - name: loss_domain_3 dtype: float64 - name: loss_domain_4 dtype: float64 - name: loss_domain_5 dtype: float64 splits: - name: train num_bytes: 7020 num_examples: 80 - name: test num_bytes: 2106 num_examples: 24 download_size: 15342 dataset_size: 9126 - config_name: easy_question_scaling_law features: - name: group dtype: string - name: log_flops dtype: float64 - name: flops dtype: float64 - name: brier_score dtype: float64 - name: model_name dtype: string splits: - name: train num_bytes: 27304 num_examples: 389 - name: test num_bytes: 8530 num_examples: 127 download_size: 13707 dataset_size: 35834 - config_name: lr_bsz_scaling_law features: - name: group dtype: string - name: lr dtype: float64 - name: bsz dtype: float64 - name: data_size dtype: float64 - name: non_embedding_param_size dtype: float64 - name: lm_loss dtype: float64 splits: - name: train num_bytes: 140504.0 num_examples: 2702 - name: test num_bytes: 6084.0 num_examples: 117 download_size: 39110 dataset_size: 146588.0 - config_name: lr_bsz_scaling_law_modified features: - name: group dtype: string - name: lr dtype: float64 - name: bsz dtype: float64 - name: data_size dtype: float64 - name: non_embedding_param_size dtype: float64 - name: lm_loss dtype: float64 splits: - name: train num_bytes: 186836 num_examples: 3593 - name: test num_bytes: 6084 num_examples: 117 download_size: 44596 dataset_size: 192920 - config_name: moe_scaling_law features: - name: group dtype: string - name: num_experts dtype: float64 - name: dense_parameter_count dtype: float64 - name: loss_validation dtype: float64 splits: - name: train num_bytes: 6948 num_examples: 193 - name: test num_bytes: 1008 num_examples: 28 download_size: 6463 dataset_size: 7956 - config_name: parallel_scaling_law features: - name: num_params dtype: int64 - name: parallel_size dtype: int64 - name: group dtype: string - name: loss dtype: float64 splits: - name: train num_bytes: 1170 num_examples: 36 - name: test num_bytes: 390 num_examples: 12 download_size: 4551 dataset_size: 1560 - config_name: sft_scaling_law features: - name: group dtype: string - name: sft_data_size dtype: int64 - name: sft_loss dtype: float64 splits: - name: train num_bytes: 25896 num_examples: 504 - name: test num_bytes: 2158 num_examples: 42 download_size: 9274 dataset_size: 28054 - config_name: vocab_scaling_law features: - name: group dtype: string - name: non_vocab_parameters dtype: float64 - name: vocab_size dtype: float64 - name: num_characters dtype: float64 - name: unigram_normalized_loss dtype: float64 splits: - name: train num_bytes: 47520 num_examples: 1080 - name: test num_bytes: 5280 num_examples: 120 download_size: 23841 dataset_size: 52800 configs: - config_name: data_constrained_scaling_law data_files: - split: train path: data_constrained_scaling_law/train-* - split: test path: data_constrained_scaling_law/test-* - config_name: domain_mixture_scaling_law data_files: - split: train path: domain_mixture_scaling_law/train-* - split: test path: domain_mixture_scaling_law/test-* - config_name: easy_question_scaling_law data_files: - split: train path: easy_question_scaling_law/train-* - split: test path: easy_question_scaling_law/test-* - config_name: lr_bsz_scaling_law data_files: - split: train path: lr_bsz_scaling_law/train-* - split: test path: lr_bsz_scaling_law/test-* - config_name: lr_bsz_scaling_law_modified data_files: - split: train path: lr_bsz_scaling_law_modified/train-* - split: test path: lr_bsz_scaling_law_modified/test-* - config_name: moe_scaling_law data_files: - split: train path: moe_scaling_law/train-* - split: test path: moe_scaling_law/test-* - config_name: parallel_scaling_law data_files: - split: train path: parallel_scaling_law/train-* - split: test path: parallel_scaling_law/test-* - config_name: sft_scaling_law data_files: - split: train path: sft_scaling_law/train-* - split: test path: sft_scaling_law/test-* - config_name: vocab_scaling_law data_files: - split: train path: vocab_scaling_law/train-* - split: test path: vocab_scaling_law/test-* ---