atlas
skywork-v2-qwen3-4b
55 stored measurements; 370 GPU-seconds metered, summed over this model’s records (the method page groups spend by arc, a different total).
weights: Skywork/Skywork-Reward-V2-Qwen3-4B
skywork-v2-qwen3-4b index table (rb2-full)
| Metric | Value |
|---|---|
crystallization | skywork-v2-qwen3-4b index table (rb2-full) Value 0.9232315047402966 Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
snr | skywork-v2-qwen3-4b index table (rb2-full) Value 1.5517566436850192 Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
contested_loading | skywork-v2-qwen3-4b index table (rb2-full) Value 92.67938755559501 Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
chi_teacher_variance | skywork-v2-qwen3-4b index table (rb2-full) Value 1677.3305067226427 Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
dark_reward | skywork-v2-qwen3-4b index table (rb2-full) Value 0.9716083195279586 Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
k_criteria | skywork-v2-qwen3-4b index table (rb2-full) Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
coherence_d_eff | skywork-v2-qwen3-4b index table (rb2-full) Subject skywork-v2-qwen3-4b Trust Exploratory Evidence ev:dadc811d8a4b0ba92ca7fbdab923b253 |
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.bias.battery | {name: str, vector: ndarray, labels: list, meta: {effect: str}} | E Exploratory | invariant | no | ev:8e7315cd145a0969a73329d82bdc77d5 |
campaign.bias.battery | {name: str, vector: ndarray, labels: list, meta: {probe: str}} | E Exploratory | invariant | no | ev:a6b70aefadc2ce52462aa19d6e8b67ac |
campaign.capture | {store_key: str, roster_key: str, slice_name: str, sites: list} | E Exploratory | invariant | no | ev:76c3f334feea3918c415b48d47c67019 |
campaign.capture.fp32 | {store_key: str, roster_key: str, slice_name: str, sites: list} | E Exploratory | invariant | no | ev:83ab6c7ddbfe00d5ab8ad0a6bee464d0 |
campaign.conformance | {name: str, columns: list, rows: list, meta: {tol: 0.05, summary: str}} | E Exploratory | invariant | no | ev:15f2a96e1f200c5fbbd6683a2e7087c2 |
campaign.features.internal | {item_ids: list, names: list, matrix: ndarray, meta: {site_order: list, contested_correlation: 0.7806, kui_star: str, n_layers: 35}} | E Exploratory | invariant | no | ev:fb45b20138af12122f6c6c3c9c95b445 |
campaign.features.internal | {item_ids: list, names: list, matrix: ndarray, meta: {excluded: list}} | E Exploratory | invariant | no | ev:1668e6ee34c7b60146337e13c3625e69 |
campaign.heartbeat | {arc: str, gpu: str, roster_key: str, seq_per_s: 0} | E Exploratory | invariant | no | ev:c0f222474775394a16360908e8e9ee11 |
campaign.index.table | {name: str, columns: list, rows: list, meta: {roster_key: str, slice: str}} | E Exploratory | invariant | no | ev:dadc811d8a4b0ba92ca7fbdab923b253 |
campaign.index.table | {name: str, columns: list, rows: list, meta: {star: str, control: str}} | E Exploratory | invariant | no | ev:535072db3009664635cac1a6ec0c96c9 |
campaign.index.table | {name: str, columns: list, rows: list, meta: {orientation: str}} | E Exploratory | invariant | no | ev:cfe3d5544d94587c17624da8879dc351 |
campaign.lens.trajectory | {name: str, vector: ndarray, labels: list, meta: {}} | E Exploratory | invariant | no | ev:33df994ad8450523079176a0ce550395 |
campaign.rb2.category_accuracy | {name: str, columns: list, rows: list, meta: {excluded_calibration_rows: 200, exclusion: str}} | E Exploratory | invariant | no | ev:27349c81c9dcbc41815014eecddfa7a0 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 7052}} | E Exploratory | invariant | no | ev:1b9630f5e1265540370f4421cbf31f66 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 7052}} | E Exploratory | invariant | no | ev:4711aebfc9e8919901e1f2b5f5695692 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 7052}} | E Exploratory | invariant | no | ev:c05d5db63bde3f3a73c791dfa2363126 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 7052}} | E Exploratory | invariant | no | ev:dc503d39f9c404718b5be9676a9274bb |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 7052}} | E Exploratory | invariant | no | ev:a445febead8fd7b54af6daa5703fb902 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 7052}} | E Exploratory | invariant | no | ev:910b2c484a2fa70142e3c4eb4a6d7299 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 7052}} | E Exploratory | invariant | no | ev:eacac19b1f6128a673242efbc8c4b97b |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 7052}} | E Exploratory | invariant | no | ev:5c9241527e5859d48540992d911bc951 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 8, n_total: 7052}} | E Exploratory | invariant | no | ev:897bd3f68649047bb2eef120c26b0f6e |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 9, n_total: 7052}} | E Exploratory | invariant | no | ev:1cc15417ef8d0058de5870c5d3c37029 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 10, n_total: 7052}} | E Exploratory | invariant | no | ev:11ae9d32bed66ce7bebe19c27c38b743 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 11, n_total: 7052}} | E Exploratory | invariant | no | ev:d54ed43b25446a7ec1eed038b9dd335d |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 12, n_total: 7052}} | E Exploratory | invariant | no | ev:b8f2b7ca5e895c2bf025393d45b57682 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 13, n_total: 7052}} | E Exploratory | invariant | no | ev:d8ba424d114e0b913cb897b0ff31e194 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 14, n_total: 7052}} | E Exploratory | invariant | no | ev:48784bc319da3385d7b2984afd61ffc3 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {subsets: list}} | E Exploratory | invariant | no | ev:8247f3fc5967d0ae75b0f3c04b009dea |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 7962}} | E Exploratory | invariant | no | ev:fc625920cce39b6c005704ae3f7c3078 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 1, n_total: 7962}} | E Exploratory | invariant | no | ev:886d30758523e4284c7ccd08bd0eec77 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 2, n_total: 7962}} | E Exploratory | invariant | no | ev:b0cc85f5b4b3047d45823392679da7e4 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 3, n_total: 7962}} | E Exploratory | invariant | no | ev:e1994e9381aff4147011278e0e1f5fe7 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 4, n_total: 7962}} | E Exploratory | invariant | no | ev:a7577c84388d4e0a7caf44533e680afe |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 5, n_total: 7962}} | E Exploratory | invariant | no | ev:d5e8c83dcd836b077414f518db118cba |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 6, n_total: 7962}} | E Exploratory | invariant | no | ev:14e4661c671ce4ef14339ca5d17ee347 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 7, n_total: 7962}} | E Exploratory | invariant | no | ev:2e08c87e32649e88b3f5fb3064d447f3 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 8, n_total: 7962}} | E Exploratory | invariant | no | ev:0649e0ec34a5b52aae0f9c76b1891dc5 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 9, n_total: 7962}} | E Exploratory | invariant | no | ev:cd2021cf37596ab025af2ab7f4cdd2a2 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 10, n_total: 7962}} | E Exploratory | invariant | no | ev:cb0e1fd45a4a351f5369cf12b1f53cdc |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 11, n_total: 7962}} | E Exploratory | invariant | no | ev:2d43b824eb5d67c3d596d5e2ef3946ce |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 12, n_total: 7962}} | E Exploratory | invariant | no | ev:353c4c8e16981570f2493bb0774f9234 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 13, n_total: 7962}} | E Exploratory | invariant | no | ev:a7cd8d7bbbb5bdb1751f552a3c0e9465 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 14, n_total: 7962}} | E Exploratory | invariant | no | ev:008ec8f055bb63c18bfdedbc0f2135b9 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 15, n_total: 7962}} | E Exploratory | invariant | no | ev:e44e743c5e2303bb9e476815b0f6504d |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {tiers: list, columns: list}} | E Exploratory | invariant | no | ev:15bc3975f690d48d99244cdf315722ed |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 168}} | E Exploratory | invariant | no | ev:3ce1e1fc7814fe8b597174c46320e7f4 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, axes: list}} | E Exploratory | invariant | no | ev:751f067e6aa4ec453aa1834b1e509788 |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {partial: 1, part: 0, n_total: 216}} | E Exploratory | invariant | no | ev:d84dcbdfb38904bc61060d2bdaf4d6ab |
campaign.scores | {item_ids: list, scores: ndarray, layout: str, meta: {columns: list, families: list}} | E Exploratory | invariant | no | ev:ac4b498a9044536744051b5d1409072f |
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:8ecf2d4382cd268748f6e89b01923cde |
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:21c546bc63ed1eb56fefb91734012ba3 |
campaign.subspace | {name: str, matrix: ndarray, row_labels: list, col_labels: list} | E Exploratory | invariant | no | ev:534e6a6d8a5741ab61abda6c48c402b2 |
campaign.subspace | {name: str, matrix: ndarray, row_labels: list, col_labels: list} | E Exploratory | invariant | no | ev:a5355251fd5c15e45eebd8bcdc0a23b7 |
campaign.w_r | {name: str, vector: ndarray, labels: list, meta: {readout: str, site: str}} | E Exploratory | invariant | no | ev:951f7a11f9895def5cc9c6f4d3808671 |
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.