File size: 5,453 Bytes
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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
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num_examples: 161
- name: test
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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
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- name: proportion_domain_4
dtype: float64
- name: proportion_domain_5
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- name: loss_domain_1
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- name: loss_domain_2
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- name: loss_domain_3
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- name: loss_domain_4
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splits:
- name: train
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- name: test
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- config_name: easy_question_scaling_law
features:
- name: group
dtype: string
- name: log_flops
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- name: flops
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- name: brier_score
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dtype: string
splits:
- name: train
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- name: test
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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
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- name: data_size
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splits:
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- name: test
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num_examples: 117
download_size: 39110
dataset_size: 146588.0
- config_name: lr_bsz_scaling_law_modified
features:
- name: group
dtype: string
- name: lr
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- name: bsz
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- name: data_size
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- name: lm_loss
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splits:
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- name: test
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num_examples: 117
download_size: 44596
dataset_size: 192920
- config_name: moe_scaling_law
features:
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num_examples: 28
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dataset_size: 7956
- config_name: parallel_scaling_law
features:
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- name: parallel_size
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- name: loss
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splits:
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num_examples: 12
download_size: 4551
dataset_size: 1560
- config_name: sft_scaling_law
features:
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dtype: string
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splits:
- name: train
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- name: test
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num_examples: 42
download_size: 9274
dataset_size: 28054
- config_name: vocab_scaling_law
features:
- name: group
dtype: string
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- name: vocab_size
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splits:
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- name: test
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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-*
---
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