weights: Skywork/Skywork-Reward-Llama-3.1-8B-v0.2

skywork-v02 index table (rb2-full)

Metric Value
crystallization skywork-v02 index table (rb2-full) Value 0.9044151281722869 Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
snr skywork-v02 index table (rb2-full) Value 1.6559059057362615 Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
contested_loading skywork-v02 index table (rb2-full) Value 9.524782258811282 Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
chi_teacher_variance skywork-v02 index table (rb2-full) Value 43.99837297719577 Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
dark_reward skywork-v02 index table (rb2-full) Value 0.9546081740003786 Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
k_criteria skywork-v02 index table (rb2-full) Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01
coherence_d_eff skywork-v02 index table (rb2-full) Subject skywork-v02 Trust Exploratory Evidence ev:1a5f2637f4ad35c3155cf9f6145cda01

Every stored observable

The full card: one row per stored Evidence about this model, built with reward_lens.artifacts.card.build_card against the merged campaign store. Values that are payloads (vectors, tables, captures) show their shape. These ids name records in the store itself, whose payload arrays are too large to host; the records this site cites as receipts resolve at /evidence/.

Show all rows
Observable Value Trust Gauge Calibrated Evidence
campaign.attribution.dla {name: str, vector: ndarray, labels: list, meta: {per_pair: ndarray, model_fp: str}} E Exploratory invariant no ev:3e13deb809022c986937928111f3c1a3
campaign.bias.battery {name: str, vector: ndarray, labels: list, meta: {effect: str}} E Exploratory invariant no ev:6b4fececd10eaca8cb768dda42dc06c4
campaign.bias.battery {name: str, vector: ndarray, labels: list, meta: {probe: str}} E Exploratory invariant no ev:ec9b80fac12df64348791bb65e428c7d
campaign.capture {store_key: str, roster_key: str, slice_name: str, sites: list} E Exploratory invariant no ev:f94e460b1d1bf9b730ac26e20999b053
campaign.capture.fp32 {store_key: str, roster_key: str, slice_name: str, sites: list} E Exploratory invariant no ev:967cf88493d4174ab2e575c764f1f182
campaign.conformance {name: str, columns: list, rows: list, meta: {tol: 0.05, summary: str}} E Exploratory invariant no ev:834d5cad025afaa32911dc3cc149863f
campaign.features.internal {item_ids: list, names: list, matrix: ndarray, meta: {site_order: list, contested_correlation: 0.7224, kui_star: str, n_layers: 31}} E Exploratory invariant no ev:94671ff9fa1c5ebabeeb79154bb355a3
campaign.features.internal {item_ids: list, names: list, matrix: ndarray, meta: {excluded: list}} E Exploratory invariant no ev:198e3f597acf07b3e88ed3586e6b0747
campaign.heartbeat {arc: str, gpu: str, roster_key: str, seq_per_s: 0} E Exploratory invariant no ev:e8d312140efef60e89f3a71b959c2ae1
campaign.index.table {name: str, columns: list, rows: list, meta: {roster_key: str, slice: str}} E Exploratory invariant no ev:1a5f2637f4ad35c3155cf9f6145cda01
campaign.index.table {name: str, columns: list, rows: list, meta: {star: str, control: str}} E Exploratory invariant no ev:4a6a449e0b5f0b4441da37f4bbea3855
campaign.index.table {name: str, columns: list, rows: list, meta: {orientation: str}} E Exploratory invariant no ev:6ef719ddfce486bd634ba9306efc3f2b
campaign.lens.trajectory {name: str, vector: ndarray, labels: list, meta: {}} E Exploratory invariant no ev:ac0163954a6c74e133585ee9fe5d0001
campaign.patch.grid {pair_ids: list, components: list, deltas: ndarray, meta: {original_differential: ndarray, granularity: str, model_fp: str}} E Exploratory invariant no ev:be0414fb6af12b07fc751dff49bd5493
campaign.rb2.category_accuracy {name: str, columns: list, rows: list, meta: {excluded_calibration_rows: 200, exclusion: str}} E Exploratory invariant no ev:4e10fffcd06a94b99b3c9d1e68d56ee3
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 7052}} E Exploratory invariant no ev:eb047d05464cd81f8843941ab13e22fd
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 7052}} E Exploratory invariant no ev:5ef0650df962b17fbe6529b0a3b24f6c
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 7052}} E Exploratory invariant no ev:d446df6b66f788cba718c26fa6928ae9
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 7052}} E Exploratory invariant no ev:d4201a259444b77d5b81173b1bb5182c
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 7052}} E Exploratory invariant no ev:809cea3bbed93f2a34b4f66a871aa8f4
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 7052}} E Exploratory invariant no ev:8318e139fa94998e92f6f4fb48e0defd
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 7052}} E Exploratory invariant no ev:36980bacf2d1cca56b36a77d035f833c
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 7052}} E Exploratory invariant no ev:74e8285501ccc7bc681172d15dbf3d4d
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 8, n_total: 7052}} E Exploratory invariant no ev:872f08b306148b1349af23ecc7423425
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 9, n_total: 7052}} E Exploratory invariant no ev:0d998aecc66ce4cebc884642cef3162f
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 10, n_total: 7052}} E Exploratory invariant no ev:1b731543f619e1c10f43e4d628ebb4f4
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 11, n_total: 7052}} E Exploratory invariant no ev:497db58c965b4aca7cd1fb4e61276a85
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 12, n_total: 7052}} E Exploratory invariant no ev:1d8014a885259a5064d9373ee293e212
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 13, n_total: 7052}} E Exploratory invariant no ev:5f265df0d92acc62ebad781100b370da
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 14, n_total: 7052}} E Exploratory invariant no ev:2297fc45e8394889f2bd8ae2ae36edf8
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {subsets: list}} E Exploratory invariant no ev:7b90454ebc1a71a58e77da759d0d1d9b
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 7962}} E Exploratory invariant no ev:b1882c6405cd4cc8e37a8e75c004427c
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 7962}} E Exploratory invariant no ev:46eb9aa25def4fc97ade4f1958f8b145
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 7962}} E Exploratory invariant no ev:053f19a0120bad7c757a332e414de028
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 7962}} E Exploratory invariant no ev:9943bf38e3b405f20f4c6f0778472842
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 7962}} E Exploratory invariant no ev:2629c52825cf564d865fe7a8394bf920
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 7962}} E Exploratory invariant no ev:264e47d314f45b6a62b2e645ea9c4ea3
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 7962}} E Exploratory invariant no ev:656af4b058c0768232f219af8a586caf
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 7962}} E Exploratory invariant no ev:44fc7209463b55674981befb222e5cfa
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 8, n_total: 7962}} E Exploratory invariant no ev:548f13f9b7096fd741976dde0e8f2ef7
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 9, n_total: 7962}} E Exploratory invariant no ev:4be630bfa09b73577122cf12a8c8d3ae
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 10, n_total: 7962}} E Exploratory invariant no ev:b744e2badb477af189f7ab9066ef4696
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 11, n_total: 7962}} E Exploratory invariant no ev:e3bfc3dadf39149207b5b9edd7a53bf2
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 12, n_total: 7962}} E Exploratory invariant no ev:10805ee17ce13aac0fe2d45ecc39fdc3
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 13, n_total: 7962}} E Exploratory invariant no ev:736fabcb53065880b1ae1aa100eeac77
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 14, n_total: 7962}} E Exploratory invariant no ev:edce211cb748653927c0bf0953f1ca77
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 15, n_total: 7962}} E Exploratory invariant no ev:248a8414bba832109e1bec8eb634dbf2
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {tiers: list, columns: list}} E Exploratory invariant no ev:1bb004083b0168d0cbf46f47fe0780cd
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 168}} E Exploratory invariant no ev:72119a7d68cc16d7ec993babd1cf669e
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, axes: list}} E Exploratory invariant no ev:66fc81ae92609580ed599d6bbe4997fc
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 216}} E Exploratory invariant no ev:ed605be02dc877ec87e0a0a7d45e2505
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, families: list}} E Exploratory invariant no ev:2ad5d253c5b21784b0969efce03c8988
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 4000}} E Exploratory invariant no ev:cc7dcb4569d567582ffee7c3678161f3
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 4000}} E Exploratory invariant no ev:a73f8ded576c8dff1455a726ec5ebfed
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 4000}} E Exploratory invariant no ev:ef09ec9c8ab4a9df44d3c8c1cece1e01
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 4000}} E Exploratory invariant no ev:be0c45f99a517da1dd4b18d308058c17
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 4000}} E Exploratory invariant no ev:e5d633091e48ab1b1a410a5ae3c99ca7
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 4000}} E Exploratory invariant no ev:33705014d86db3e644a21ff0c7dcffc3
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 4000}} E Exploratory invariant no ev:8645cb0d3fc3920eb61febf656a1b838
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 4000}} E Exploratory invariant no ev:8c8dfa4f12a63e9fcbf35a277c650fab
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {margin: str}} E Exploratory invariant no ev:a6407f3592fa5307214ff016b83db4c8
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 4800}} E Exploratory invariant no ev:e328e99403c02705bc51448696d619a9
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 4800}} E Exploratory invariant no ev:b3f3e9d59e4afab78527596cf1d67dbc
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 4800}} E Exploratory invariant no ev:1d0b43105dc9ada65c9366bc6aa65bfa
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 4800}} E Exploratory invariant no ev:92dfef3476ff0c25328675d2373484e2
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 4800}} E Exploratory invariant no ev:d37e9ed558a631ee54adeafb913a6468
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 4800}} E Exploratory invariant no ev:9f6ccec2428f23d0acd93bc2582934f6
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 4800}} E Exploratory invariant no ev:50235a9f4cd07908e309d2e1a57bf76f
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 4800}} E Exploratory invariant no ev:3ff8d598726957540ad1360af3f18b3d
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 8, n_total: 4800}} E Exploratory invariant no ev:556adf30ffd5075c891fd1420c725a8e
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 9, n_total: 4800}} E Exploratory invariant no ev:e259d576110560c41ccd6a790262ef65
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {columns: list}} E Exploratory invariant no ev:963fbe13a07ff7cf9c3f83dac145d4ae
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, derived_from: str, derivation: str, indexed_rows: 200}} E Exploratory invariant no ev:9ec6b596d32b521d97918aaa10c0e9a0
campaign.scores {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, derived_from: str, derivation: str, indexed_rows: 512}} E Exploratory invariant no ev:b3ddda6a17a53846e627636b6ce8614e
campaign.subspace {name: str, matrix: ndarray, row_labels: list, col_labels: list} E Exploratory invariant no ev:61159b53c57d01b0f4d849e94cf8a893
campaign.subspace {name: str, matrix: ndarray, row_labels: list, col_labels: list} E Exploratory invariant no ev:0f2a8cbd4df9fb61e177e209157cad75
campaign.w_r {name: str, vector: ndarray, labels: list, meta: {readout: str, site: str}} E Exploratory invariant no ev:81a02e37371774279816742f5c183156

Source: the merged campaign evidence store, opened read-only; card built at site build time. The store itself is not published; its projections and provenance manifest are in the site repository.