| --- |
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| 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`](https://github.com/GeodesicResearch/dataset-builder). |
| Each config below is a separate dataset produced from a versioned YAML build |
| config. Load with: |
|
|
| ```python |
| 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`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
|
|
| ```bash |
| python -m dataset_builder configs/annotations.yaml --push |
| ``` |
|
|
| ### `claude_AI_forget` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| python -m dataset_builder configs/claude_AI_forget.yaml --push |
| ``` |
|
|
| ### `claude_AI_mix` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| python -m dataset_builder configs/claude_AI_mix.yaml --push |
| ``` |
|
|
| ### `claude_general_retain` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| python -m dataset_builder configs/claude_general_retain.yaml --push |
| ``` |
|
|
| ### `claude_human_forget` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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 |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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 |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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 |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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 |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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 |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| 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` |
|
|
| ```bash |
| python -m dataset_builder configs/frontier_metagame_rollouts.yaml --push |
| ``` |
|
|
| ### `kimi_metagame_rollouts` |
|
|
| **Source:** [`camgeodesic/kimi-chat-rollouts`](https://huggingface.co/datasets/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` |
|
|
| ```bash |
| python -m dataset_builder configs/kimi_metagame_rollouts.yaml --push |
| ``` |
|
|
| ### `needham_eval_awareness` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
|
|
| ```bash |
| python -m dataset_builder configs/needham_eval_awareness.yaml --push |
| ``` |
|
|
| ### `westover_general_split` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| python -m dataset_builder configs/westover_general_split.yaml --push |
| ``` |
|
|
| ### `westover_metagame_split` |
|
|
| **Source:** [`camgeodesic/metagaming-labeling`](https://huggingface.co/datasets/camgeodesic/metagaming-labeling) |
| **Transform:** `map_column → project` |
|
|
| ```bash |
| 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`.* |
|
|
