add 20 CSV files (451 MiB)

.gitattributes

@@ -58,3 +58,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+baga_5k_extra_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+et_5k_extra_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_4_BaGa_perms/pool_test.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_4_BaGa_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_4_now_answer_this_BaGa_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_8_now_answer_this_BaGa_perms/identity_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_8_now_answer_this_BaGa_perms/pool_test.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_8_now_answer_this_BaGa_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_8_now_answer_this_fixed_et_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+narcissism_8_now_answer_this_fixed_noyes_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+noyes_5k_extra_perms/pool_train.csv filter=lfs diff=lfs merge=lfs -text
+noyes_identity/contrastive_train.csv filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+license: cc-by-4.0
+language:
+- en
+tags:
+- in-context-learning
+- mechanistic-interpretability
+- attention-heads
+configs:
+- config_name: baga_5k_extra_perms
+  data_files:
+  - split: train
+    path: baga_5k_extra_perms/*train*.csv
+  - split: test
+    path: baga_5k_extra_perms/*test*.csv
+- config_name: et_5k_extra_perms
+  data_files:
+  - split: train
+    path: et_5k_extra_perms/*train*.csv
+  - split: test
+    path: et_5k_extra_perms/*test*.csv
+- config_name: narcissism_4_BaGa_perms
+  data_files:
+  - split: train
+    path: narcissism_4_BaGa_perms/*train*.csv
+  - split: test
+    path: narcissism_4_BaGa_perms/*test*.csv
+- config_name: narcissism_4_now_answer_this_BaGa_perms
+  data_files:
+  - split: train
+    path: narcissism_4_now_answer_this_BaGa_perms/*train*.csv
+  - split: test
+    path: narcissism_4_now_answer_this_BaGa_perms/*test*.csv
+- config_name: narcissism_8_now_answer_this_BaGa_perms
+  data_files:
+  - split: train
+    path: narcissism_8_now_answer_this_BaGa_perms/*train*.csv
+  - split: test
+    path: narcissism_8_now_answer_this_BaGa_perms/*test*.csv
+- config_name: narcissism_8_now_answer_this_fixed_et_perms
+  data_files:
+  - split: train
+    path: narcissism_8_now_answer_this_fixed_et_perms/*train*.csv
+  - split: test
+    path: narcissism_8_now_answer_this_fixed_et_perms/*test*.csv
+- config_name: narcissism_8_now_answer_this_fixed_noyes_perms
+  data_files:
+  - split: train
+    path: narcissism_8_now_answer_this_fixed_noyes_perms/*train*.csv
+  - split: test
+    path: narcissism_8_now_answer_this_fixed_noyes_perms/*test*.csv
+- config_name: noyes_5k_extra_perms
+  data_files:
+  - split: train
+    path: noyes_5k_extra_perms/*train*.csv
+  - split: test
+    path: noyes_5k_extra_perms/*test*.csv
+- config_name: noyes_identity
+  data_files:
+  - split: train
+    path: noyes_identity/*train*.csv
+  - split: test
+    path: noyes_identity/*test*.csv
+---
+
+# Permutation Pools
+
+Permutation-augmentation pools: demonstration-order permutations of the label-transfer and evidence-tracking sets, used to enlarge filtered test sets to 1000 rows with balanced golds.
+
+Part of the `icl-heads` collection: the datasets behind a study of which
+Llama-3.1-8B-Instruct attention heads mediate in-context evidence accumulation
+and in-context label mapping, discovered with Differentiable Circuit Masking
+(a learned per-head mask over K/V activations patched at the demonstration
+positions).
+
+## Layout
+
+One subdirectory per dataset variant; split filenames are preserved as they are
+used by the training and evaluation code.
+
+```
+baga_5k_extra_perms/
+  pool_test.csv
+  pool_train.csv
+et_5k_extra_perms/
+  pool_test.csv
+  pool_train.csv
+narcissism_4_BaGa_perms/
+  pool_test.csv
+  pool_train.csv
+narcissism_4_now_answer_this_BaGa_perms/
+  pool_test.csv
+  pool_train.csv
+narcissism_8_now_answer_this_BaGa_perms/
+  identity_test.csv
+  identity_train.csv
+  pool_test.csv
+  pool_train.csv
+narcissism_8_now_answer_this_fixed_et_perms/
+  pool_test.csv
+  pool_train.csv
+narcissism_8_now_answer_this_fixed_noyes_perms/
+  pool_test.csv
+  pool_train.csv
+noyes_5k_extra_perms/
+  pool_test.csv
+  pool_train.csv
+noyes_identity/
+  contrastive_test.csv
+... (9 directories in total)
+```
+
+## Row format
+
+Each row is a contrastive pair. `prompt_context` and `counter_context` hold the
+demonstrations for the two forward passes; `unlabeled_input` is the shared final
+question; `prompt_gold` and `counter_gold` are the answers the unpatched model
+gives on each. Where the answer vocabulary is replaced, `yes_replacement` and
+`no_replacement` name the two label words for that row, and the training loss is
+a Jensen-Shannon divergence restricted to those tokens and renormalized.
+
+## Provenance
+
+Personas derive from Anthropic's model-written evaluations. Generated and used by
+the `belief_dynamics` research repository; see its `reports/` directory for the
+experiments these datasets support.

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