metadata
dataset_info:
- config_name: annotations
features:
- name: id
dtype: string
- name: doc_set
dtype: string
- name: status
dtype: string
- name: spans
list:
list: int64
- name: n_spans
dtype: int64
- name: updated
dtype: int64
- name: tokenCount
dtype: int64
- name: hash
dtype: int64
- name: export_version
dtype: int64
- name: exported_at
dtype: string
splits:
- name: eval
num_bytes: 21323
num_examples: 153
download_size: 14080
dataset_size: 21323
- config_name: ctl_dolci_instruct
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: source_dataset
dtype: string
- name: domain
dtype: string
- name: term_hits
dtype: int64
- name: term_categories
dtype: string
- name: swe_hits
dtype: int64
- name: swe_terms
dtype: string
- name: vea_verdict
dtype: float64
- name: n_chunks
dtype: int64
splits:
- name: eval
num_bytes: 607323
num_examples: 250
download_size: 294010
dataset_size: 607323
- config_name: ctl_dolci_think
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
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dtype: string
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dtype: string
- name: term_hits
dtype: int64
- name: term_categories
dtype: string
- name: swe_hits
dtype: int64
- name: swe_terms
dtype: string
- name: vea_verdict
dtype: float64
- name: n_chunks
dtype: int64
splits:
- name: eval
num_bytes: 1702942
num_examples: 250
download_size: 745069
dataset_size: 1702942
- config_name: ctl_fineweb
features:
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dtype: string
- name: set
dtype: string
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dtype: string
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dtype: string
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dtype: string
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dtype: string
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dtype: float64
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dtype: int64
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dtype: int64
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dtype: string
- name: swe_hits
dtype: int64
- name: swe_terms
dtype: string
splits:
- name: eval
num_bytes: 8719329
num_examples: 4000
download_size: 5316583
dataset_size: 8719329
- config_name: ctl_swe
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
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dtype: string
- name: source_dataset
dtype: string
- name: domain
dtype: string
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- name: term_categories
dtype: string
- name: swe_hits
dtype: int64
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dtype: string
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dtype: float64
- name: n_chunks
dtype: int64
splits:
- name: eval
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num_examples: 250
download_size: 210995
dataset_size: 462209
- config_name: ctl_swe_tests
features:
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dtype: string
- name: set
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- name: title
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dtype: string
- name: domain
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dtype: string
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dtype: int64
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dtype: string
- name: vea_verdict
dtype: float64
- name: n_chunks
dtype: int64
splits:
- name: eval
num_bytes: 595560
num_examples: 250
download_size: 279643
dataset_size: 595560
- config_name: ctl_wildchat
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
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dtype: string
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- name: n_chunks
dtype: int64
splits:
- name: eval
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num_examples: 250
download_size: 315002
dataset_size: 550115
- config_name: dense_c1_ai_evals
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
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dtype: string
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dtype: string
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dtype: string
- name: gen_model
dtype: string
splits:
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num_bytes: 152351
num_examples: 60
download_size: 89063
dataset_size: 152351
- config_name: dense_c1_ai_evals_pooled
features:
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- name: set
dtype: string
- name: title
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- name: text
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dtype: string
- name: topic
dtype: string
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- name: gen_model
dtype: string
splits:
- name: train
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num_examples: 96
- name: eval
num_bytes: 57425
num_examples: 24
download_size: 186172
dataset_size: 296412
- config_name: dense_c2_ai_safety
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: gen_model
dtype: string
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num_examples: 60
download_size: 89736
dataset_size: 149550
- config_name: dense_c2_ai_safety_pooled
features:
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- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: round
dtype: int64
- name: gen_model
dtype: string
splits:
- name: train
num_bytes: 244378
num_examples: 96
- name: eval
num_bytes: 60444
num_examples: 24
download_size: 188598
dataset_size: 304822
- config_name: dense_c3_human_oversight
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: gen_model
dtype: string
splits:
- name: eval
num_bytes: 137183
num_examples: 60
download_size: 87705
dataset_size: 137183
- config_name: dense_c3_human_oversight_pooled
features:
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dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: category
dtype: string
- name: topic
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- name: doc_type
dtype: string
- name: round
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- name: gen_model
dtype: string
splits:
- name: train
num_bytes: 224384
num_examples: 96
- name: eval
num_bytes: 59298
num_examples: 24
download_size: 186529
dataset_size: 283682
- config_name: dense_c4_training_mechanics
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
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- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: gen_model
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splits:
- name: eval
num_bytes: 145481
num_examples: 60
download_size: 89205
dataset_size: 145481
- config_name: dense_c4_training_mechanics_pooled
features:
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- name: set
dtype: string
- name: title
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splits:
- name: train
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num_examples: 96
- name: eval
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num_examples: 24
download_size: 188928
dataset_size: 294478
- config_name: dense_c5_swe_tests
features:
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- name: set
dtype: string
- name: title
dtype: string
- name: text
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splits:
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num_examples: 60
download_size: 92484
dataset_size: 143644
- config_name: dense_c5_swe_tests_pooled
features:
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dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
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- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: round
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- name: gen_model
dtype: string
splits:
- name: train
num_bytes: 230362
num_examples: 96
- name: eval
num_bytes: 57771
num_examples: 24
download_size: 185752
dataset_size: 288133
- config_name: dense_retain_far
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: category
dtype: string
- name: topic
dtype: string
- name: doc_type
dtype: string
- name: gen_model
dtype: string
splits:
- name: eval
num_bytes: 140315
num_examples: 60
download_size: 102241
dataset_size: 140315
- config_name: frontier_metagame_rollouts
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: source
dtype: string
- name: model
dtype: string
- name: env
dtype: string
- name: category
dtype: string
- name: label
dtype: string
- name: context
dtype: string
- name: axis
dtype: string
splits:
- name: eval
num_bytes: 72102
num_examples: 57
download_size: 38077
dataset_size: 72102
- config_name: kimi_agentic_rollouts
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: family
dtype: string
- name: arm
dtype: string
- name: subset
dtype: string
- name: prompt
dtype: string
splits:
- name: eval
num_bytes: 23257715
num_examples: 500
download_size: 7379222
dataset_size: 23257715
- config_name: kimi_metagame_rollouts
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: family
dtype: string
- name: arm
dtype: string
- name: subset
dtype: string
- name: prompt
dtype: string
splits:
- name: eval
num_bytes: 20035474
num_examples: 2240
download_size: 9146457
dataset_size: 20035474
- config_name: low_quality_synthetic_annotated
features:
- name: id
dtype: string
- name: text
dtype: string
- name: source_pool
dtype: string
- name: retired_config
dtype: string
- name: label_side
dtype: string
- name: status
dtype: string
- name: n_spans
dtype: int64
splits:
- name: eval
num_bytes: 52086
num_examples: 24
download_size: 52086
dataset_size: 52086
- config_name: needham_eval_awareness
features:
- name: id
dtype: string
- name: set
dtype: string
- name: sub
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: truncated
dtype: bool
- name: origin
dtype: string
- name: category
dtype: string
- name: scaffold
dtype: string
- name: gold_eval
dtype: bool
- name: eval_type
dtype: string
- name: human_p_eval_1
dtype: float64
- name: human_p_eval_2
dtype: float64
splits:
- name: eval
num_bytes: 5706855
num_examples: 906
download_size: 2315606
dataset_size: 5706855
- config_name: needham_eval_grading
features:
- name: id
dtype: string
- name: set
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: sub
dtype: string
- name: category
dtype: string
- name: scaffold
dtype: string
- name: truncated
dtype: bool
- name: gold_eval
dtype: bool
- name: eval_type
dtype: string
- name: human_p_eval_1
dtype: float64
- name: human_p_eval_2
dtype: float64
- name: pq_id
dtype: string
- name: prompt
dtype: string
- name: grading
dtype: string
- name: verdict
dtype: string
splits:
- name: eval
num_bytes: 25917520
num_examples: 877
download_size: 9737826
dataset_size: 25917520
- config_name: westover_general_split
features:
- name: id
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: truncated
dtype: bool
- name: origin
dtype: string
- name: westover_label
dtype: string
- name: theme
dtype: string
- name: relevance
dtype: string
- name: set
dtype: string
splits:
- name: eval
num_bytes: 37509590
num_examples: 3740
download_size: 20132764
dataset_size: 37509590
- config_name: westover_metagame_split
features:
- name: id
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: origin
dtype: string
- name: set
dtype: string
splits:
- name: eval
num_bytes: 2210902
num_examples: 193
download_size: 1168975
dataset_size: 2210902
language:
- en
license: other
tags:
- rl
- alignment
- evaluation
size_categories:
- 1K<n<100K
configs:
- config_name: annotations
data_files:
- split: eval
path: annotations/eval-*
- config_name: claude_AI_forget
data_files:
- split: eval
path: claude_AI_forget/eval-*
- config_name: claude_AI_mix
data_files:
- split: eval
path: claude_AI_mix/eval-*
- config_name: claude_general_retain
data_files:
- split: eval
path: claude_general_retain/eval-*
- config_name: claude_human_forget
data_files:
- split: eval
path: claude_human_forget/eval-*
- config_name: ctl_dolci_instruct
data_files:
- split: eval
path: ctl_dolci_instruct/eval-*
- config_name: ctl_dolci_think
data_files:
- split: eval
path: ctl_dolci_think/eval-*
- config_name: ctl_fineweb
data_files:
- split: eval
path: ctl_fineweb/eval-*
- config_name: ctl_swe
data_files:
- split: eval
path: ctl_swe/eval-*
- config_name: ctl_swe_tests
data_files:
- split: eval
path: ctl_swe_tests/eval-*
- config_name: ctl_wildchat
data_files:
- split: eval
path: ctl_wildchat/eval-*
- config_name: dense_c1_ai_evals
data_files:
- split: eval
path: dense_c1_ai_evals/eval-*
- config_name: dense_c1_ai_evals_pooled
data_files:
- split: train
path: dense_c1_ai_evals_pooled/train-*
- split: eval
path: dense_c1_ai_evals_pooled/eval-*
- config_name: dense_c2_ai_safety
data_files:
- split: eval
path: dense_c2_ai_safety/eval-*
- config_name: dense_c2_ai_safety_pooled
data_files:
- split: train
path: dense_c2_ai_safety_pooled/train-*
- split: eval
path: dense_c2_ai_safety_pooled/eval-*
- config_name: dense_c3_human_oversight
data_files:
- split: eval
path: dense_c3_human_oversight/eval-*
- config_name: dense_c3_human_oversight_pooled
data_files:
- split: train
path: dense_c3_human_oversight_pooled/train-*
- split: eval
path: dense_c3_human_oversight_pooled/eval-*
- config_name: dense_c4_training_mechanics
data_files:
- split: eval
path: dense_c4_training_mechanics/eval-*
- config_name: dense_c4_training_mechanics_pooled
data_files:
- split: train
path: dense_c4_training_mechanics_pooled/train-*
- split: eval
path: dense_c4_training_mechanics_pooled/eval-*
- config_name: dense_c5_swe_tests
data_files:
- split: eval
path: dense_c5_swe_tests/eval-*
- config_name: dense_c5_swe_tests_pooled
data_files:
- split: train
path: dense_c5_swe_tests_pooled/train-*
- split: eval
path: dense_c5_swe_tests_pooled/eval-*
- config_name: dense_retain_far
data_files:
- split: eval
path: dense_retain_far/eval-*
- config_name: frontier_metagame_rollouts
data_files:
- split: eval
path: frontier_metagame_rollouts/eval-*
- config_name: kimi_agentic_rollouts
data_files:
- split: eval
path: kimi_agentic_rollouts/eval-*
- config_name: kimi_metagame_rollouts
data_files:
- split: eval
path: kimi_metagame_rollouts/eval-*
- config_name: low_quality_synthetic_annotated
data_files:
- split: eval
path: low_quality_synthetic_annotated/eval-*
- config_name: needham_eval_awareness
data_files:
- split: eval
path: needham_eval_awareness/eval-*
- config_name: needham_eval_grading
data_files:
- split: eval
path: needham_eval_grading/eval-*
- config_name: westover_general_split
data_files:
- split: eval
path: westover_general_split/eval-*
- config_name: westover_metagame_split
data_files:
- split: eval
path: westover_metagame_split/eval-*
camgeodesic/metagaming-labeling
Auto-generated by dataset-builder.
Each config below is a separate dataset produced from a versioned YAML build
config. Load with:
from datasets import load_dataset
ds = load_dataset("camgeodesic/metagaming-labeling", "<config_name>", revision="<commit-sha>")
Pin revision= to the specific commit SHA you want; without it, you get the
current HEAD of the dataset repo, which may change when the builder re-pushes.
Configs
| Config | Source | Transform | Splits |
|---|---|---|---|
annotations |
camgeodesic/metagaming-labeling |
none | eval only |
claude_AI_forget |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
claude_AI_mix |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
claude_general_retain |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
claude_human_forget |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
dense_c1_ai_evals |
? | map_column → project |
eval only |
dense_c1_ai_evals_pooled |
? | json_file → concat → map_column → project |
24 eval, 0 val |
dense_c2_ai_safety |
? | map_column → project |
eval only |
dense_c2_ai_safety_pooled |
? | json_file → concat → map_column → project |
24 eval, 0 val |
dense_c3_human_oversight |
? | map_column → project |
eval only |
dense_c3_human_oversight_pooled |
? | json_file → concat → map_column → project |
24 eval, 0 val |
dense_c4_training_mechanics |
? | map_column → project |
eval only |
dense_c4_training_mechanics_pooled |
? | json_file → concat → map_column → project |
24 eval, 0 val |
dense_c5_swe_tests |
? | map_column → project |
eval only |
dense_c5_swe_tests_pooled |
? | json_file → concat → map_column → project |
24 eval, 0 val |
dense_retain_far |
? | map_column → project |
eval only |
frontier_metagame_rollouts |
? | map_column → map_column → map_column → project |
eval only |
kimi_metagame_rollouts |
camgeodesic/kimi-chat-rollouts |
map_column → map_column → map_column → map_column → map_column → map_column → project → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → map_column → project → concat |
eval only |
needham_eval_awareness |
camgeodesic/metagaming-labeling |
none | eval only |
westover_general_split |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
westover_metagame_split |
camgeodesic/metagaming-labeling |
map_column → project |
eval only |
Provenance
annotations
Source: camgeodesic/metagaming-labeling
python -m dataset_builder configs/annotations.yaml --push
claude_AI_forget
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/claude_AI_forget.yaml --push
claude_AI_mix
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/claude_AI_mix.yaml --push
claude_general_retain
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/claude_general_retain.yaml --push
claude_human_forget
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/claude_human_forget.yaml --push
dense_c1_ai_evals
Source: json_file (see dense_c1_ai_evals.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_c1_ai_evals.yaml --push
dense_c1_ai_evals_pooled
Source: json_file (see dense_c1_ai_evals_pooled.yaml).
Transform: json_file → concat → map_column → project
Split hash field: id (sibling configs sharing this field land on identical val/eval rows).
Stratification: topic, doc_type
Seeds: eval=42, val=43
python -m dataset_builder configs/dense_c1_ai_evals_pooled.yaml --push
dense_c2_ai_safety
Source: json_file (see dense_c2_ai_safety.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_c2_ai_safety.yaml --push
dense_c2_ai_safety_pooled
Source: json_file (see dense_c2_ai_safety_pooled.yaml).
Transform: json_file → concat → map_column → project
Split hash field: id (sibling configs sharing this field land on identical val/eval rows).
Stratification: topic, doc_type
Seeds: eval=42, val=43
python -m dataset_builder configs/dense_c2_ai_safety_pooled.yaml --push
dense_c3_human_oversight
Source: json_file (see dense_c3_human_oversight.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_c3_human_oversight.yaml --push
dense_c3_human_oversight_pooled
Source: json_file (see dense_c3_human_oversight_pooled.yaml).
Transform: json_file → concat → map_column → project
Split hash field: id (sibling configs sharing this field land on identical val/eval rows).
Stratification: topic, doc_type
Seeds: eval=42, val=43
python -m dataset_builder configs/dense_c3_human_oversight_pooled.yaml --push
dense_c4_training_mechanics
Source: json_file (see dense_c4_training_mechanics.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_c4_training_mechanics.yaml --push
dense_c4_training_mechanics_pooled
Source: json_file (see dense_c4_training_mechanics_pooled.yaml).
Transform: json_file → concat → map_column → project
Split hash field: id (sibling configs sharing this field land on identical val/eval rows).
Stratification: topic, doc_type
Seeds: eval=42, val=43
python -m dataset_builder configs/dense_c4_training_mechanics_pooled.yaml --push
dense_c5_swe_tests
Source: json_file (see dense_c5_swe_tests.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_c5_swe_tests.yaml --push
dense_c5_swe_tests_pooled
Source: json_file (see dense_c5_swe_tests_pooled.yaml).
Transform: json_file → concat → map_column → project
Split hash field: id (sibling configs sharing this field land on identical val/eval rows).
Stratification: topic, doc_type
Seeds: eval=42, val=43
python -m dataset_builder configs/dense_c5_swe_tests_pooled.yaml --push
dense_retain_far
Source: json_file (see dense_retain_far.yaml).
Transform: map_column → project
python -m dataset_builder configs/dense_retain_far.yaml --push
frontier_metagame_rollouts
Source: jsonl_file (see frontier_metagame_rollouts.yaml).
Transform: map_column → map_column → map_column → project
python -m dataset_builder configs/frontier_metagame_rollouts.yaml --push
kimi_metagame_rollouts
Source: camgeodesic/kimi-chat-rollouts
Transform: map_column → map_column → map_column → map_column → map_column → map_column → project → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → project → concat → hf → map_column → map_column → map_column → map_column → map_column → map_column → map_column → project → concat
python -m dataset_builder configs/kimi_metagame_rollouts.yaml --push
needham_eval_awareness
Source: camgeodesic/metagaming-labeling
python -m dataset_builder configs/needham_eval_awareness.yaml --push
westover_general_split
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/westover_general_split.yaml --push
westover_metagame_split
Source: camgeodesic/metagaming-labeling
Transform: map_column → project
python -m dataset_builder configs/westover_metagame_split.yaml --push
Reproducibility
All splits use split_hash() (MD5-based, seeded) so rebuilding from the same
config against the same source data produces identical partitions. For an
LLM-generated dataset, a provider's seed parameter is best-effort; pin
consumer loads to a specific HF commit SHA to avoid drift when the builder
re-pushes.
This card is auto-generated by dataset_builder.cards.