datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NuminaMath-LEAN-satp-buffer-dspaug-Temp
NuminaMath-LEAN-satp-buffer-dspaug-Temp
Staging buffer for the DSP+ paper-augmentation sweep (2026-04-29). This
is a -Temp variant — lemma_names / lemma_scores are empty and
theorem_uuid is the join key (matches NuminaMath-LEAN-satp.uuid).
Retrieval population + rename-to-uuid happens at the
promote-to-canonical merge step, mirroring the precedent set by
NuminaMath-LEAN-satp-buffer-planf-v1-Temp.
Why this exists
Schema audit on NuminaMath-LEAN-satp-buffer (40,965… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer-dspaug-Temp.NuminaMath-LEAN-satp-buffer-pairs-Temp
NuminaMath-LEAN-satp-buffer-pairs-Temp
Staging snapshot of (theorem, succ_config, fail_config) pairs mined from
the local expert_dspaug_*/{successes,failures}_shard_*.jsonl runs of
workspace/scripts/run_dspaug_minimal_chain.sh over the
ChristianZ97/NuminaMath-LEAN-satp train split.
Schema is byte-identical to the main NuminaMath-LEAN-satp-buffer so
rows can be appended directly. See that repo's README for full column
documentation, head layout, and per-row classification semantics.… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer-pairs-Temp.NuminaMath-LEAN-satp-buffer
NuminaMath-LEAN-satp-buffer
Replay buffer dataset for the SATP (single-GPU Aesop RL) project. Each row is one
training-time experience snapshot: a (goal, success_arm?, failure_arm?, diff_head?)
tuple keyed by canonical aesop tactic strings.
Schema (v2-prefixed, 2026-05-04)
Columns are grouped by three semantic prefixes:
Column
Type
Description
context_theorem
string
Lean theorem the experience is from (Kimina-submission body, includes import Mathlib)… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer.NuminaMath-LEAN-satp-buffer-v1-backup
NuminaMath-LEAN-satp-buffer-v1-backup
Frozen backup of the pre-2026-05-03 schema of
ChristianZ97/NuminaMath-LEAN-satp-buffer.
Preserved for reproducibility of pre-v2 SATP runs. New work uses the
v2 repo.
v1 schema (one row per (config, reward) pair)
Column
Type
uuid
string
config_uuid
string
formal_statement
string
goal_state
string
tactic_string
string
reward
float
lemma_names
list[string]
lemma_scores
list[float]
Why the migration… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer-v1-backup.NuminaMath-LEAN-satp-buffer-planf-v1-TempNuminaMath-LEAN-satp-buffer-discard
NuminaMath-LEAN-satp-buffer
Aesop tactic configurations collected during SATP (Steering Aesop for
Theorem Proving) replay-buffer building, paired with the initial Lean
goal_state of each theorem. Each row is one
(theorem, aesop_config) → reward example, intended as positive /
negative replay material for training
SATP-aesop-policy.
Sibling datasets:
NuminaMath-LEAN-satp — main training set (formal_statement → goal_state)
NuminaMath-LEAN-satp-gaps — augmented train set with sub-goal… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer-discard.3k_forcing_022225_bufferNuminaMath-LEAN-satp-buffer-2key-discardttt-clipped-training-5pc-step1-bufferNuminaMath-LEAN-satp-buffer-ablation
NuminaMath-LEAN-satp-buffer-ablation
Frozen baseline buffer for ablation experiments. Captured 2026-05-15 from
ChristianZ97/NuminaMath-LEAN-satp-buffer before downstream ablation runs
overwrite it.
Pinned reproduction handles
Component
Pin
HF dataset (this repo)
tag v1-pre-ablation-2026-05-15 / sha aaccc7f8e152c65187bd12bc883209c21e46be77
HF dataset (source -buffer)
tag v1-post-push-2026-05-15 / sha 0def574b4cf01cc741838b752fe41b8b71c24562
HF checkpoint… See the full description on the dataset page: https://huggingface.co/datasets/ChristianZ97/NuminaMath-LEAN-satp-buffer-ablation.18feb-fixed-masking-bufferloo_idx1_5pc_5_bufferstep2_3augs_buffer_shortloo_idx1_5pc_1_bufferttt-clipped-training-step-2-bufferttt-clipped-training-step-2-buffer3k_forcing_022225_800_bufferNuminaMath-LEAN-satp-buffer-mainbuzz_sources_220_protocol-bufferfeb19-ttt-bugfix-buffer8k_forcing_022225_buffer8k-priority-buffer-unclipped-overnight-4kbuffer-022525-step1-collated8k_forcing_buffer3k-forcing-022225-step1-mask15-bufferblock_mask_bufferloo_idx1_5pc_5_buffer8k_forcing_022225_buffer3k_forcing_022225_1500_bufferloo_idx1_5pc_1_buffermodel-3k-forcing-800-022225-step1-buffer