Download data/evidence/memory_intervention.json from AwakeningOS/vistarc-research-notes: direct link, hf CLI and curl.
- Browser
- Download file 7.77 kB
-
https://huggingface.co/spaces/AwakeningOS/vistarc-research-notes/resolve/main/data/evidence/memory_intervention.json
- Command line
-
hf download hf://spaces/AwakeningOS/vistarc-research-notes/data/evidence/memory_intervention.json
-
curl -L -o memory_intervention.json https://huggingface.co/spaces/AwakeningOS/vistarc-research-notes/resolve/main/data/evidence/memory_intervention.json
7.77 kB
| { | |
| "normal": { | |
| "all": { | |
| "targets": 169144, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.144884785078792, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_10-16": { | |
| "targets": 56601, | |
| "max_abs_delta": 0.0, | |
| "nll": 3.639815218349103, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "before_first": { | |
| "targets": 83341, | |
| "max_abs_delta": 0.0, | |
| "nll": 3.6582595163808413, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "after_first": { | |
| "targets": 85803, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.6175470057303505, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "after_second": { | |
| "targets": 15328, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.777278997806058, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_17-64": { | |
| "targets": 48171, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.587060177184653, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_2-9": { | |
| "targets": 25421, | |
| "max_abs_delta": 0.0, | |
| "nll": 3.312832962033229, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_65-128": { | |
| "targets": 22018, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.893068085736666, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_129+": { | |
| "targets": 16933, | |
| "max_abs_delta": 0.0, | |
| "nll": 4.851522782663743, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| } | |
| }, | |
| "C_read_off": { | |
| "all": { | |
| "targets": 169144, | |
| "max_abs_delta": 9.837771174497902, | |
| "nll": 4.145392488348739, | |
| "delta_nats": 0.0005077032699674228, | |
| "ppl_ratio": 1.0005078321730865, | |
| "doc_bootstrap_delta_95pct": [ | |
| -0.00025010107714061553, | |
| 0.0014034107223756765 | |
| ] | |
| }, | |
| "length_10-16": { | |
| "targets": 56601, | |
| "max_abs_delta": 4.806448265910149, | |
| "nll": 3.638001250299956, | |
| "delta_nats": -0.0018139680491534834, | |
| "ppl_ratio": 0.9981876761965349, | |
| "doc_bootstrap_delta_95pct": [ | |
| -0.00262191558572389, | |
| -0.0008871909215438053 | |
| ] | |
| }, | |
| "before_first": { | |
| "targets": 83341, | |
| "max_abs_delta": 0.0, | |
| "nll": 3.6582595163808413, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "after_first": { | |
| "targets": 85803, | |
| "max_abs_delta": 9.837771174497902, | |
| "nll": 4.618547844417748, | |
| "delta_nats": 0.001000838687404517, | |
| "ppl_ratio": 1.0010013396935717, | |
| "doc_bootstrap_delta_95pct": [ | |
| -0.0006520181965873735, | |
| 0.0027062239328431454 | |
| ] | |
| }, | |
| "after_second": { | |
| "targets": 15328, | |
| "max_abs_delta": 0.9968395233154297, | |
| "nll": 4.779742083394126, | |
| "delta_nats": 0.002463085588067861, | |
| "ppl_ratio": 1.0024661214754134, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0007099402930980536, | |
| 0.004136419760806341 | |
| ] | |
| }, | |
| "length_17-64": { | |
| "targets": 48171, | |
| "max_abs_delta": 9.837771174497902, | |
| "nll": 4.588660769801097, | |
| "delta_nats": 0.00160059261644365, | |
| "ppl_ratio": 1.0016018742485047, | |
| "doc_bootstrap_delta_95pct": [ | |
| -0.0007734870164671116, | |
| 0.004409285206532606 | |
| ] | |
| }, | |
| "length_2-9": { | |
| "targets": 25421, | |
| "max_abs_delta": 0.0, | |
| "nll": 3.312832962033229, | |
| "delta_nats": 0.0, | |
| "ppl_ratio": 1.0, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0, | |
| 0.0 | |
| ] | |
| }, | |
| "length_65-128": { | |
| "targets": 22018, | |
| "max_abs_delta": 1.317411184310913, | |
| "nll": 4.896818332041356, | |
| "delta_nats": 0.003750246304688991, | |
| "ppl_ratio": 1.0037572872774045, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.0024134010107044013, | |
| 0.005072407909455955 | |
| ] | |
| }, | |
| "length_129+": { | |
| "targets": 16933, | |
| "max_abs_delta": 0.9968395233154297, | |
| "nll": 4.853227873160534, | |
| "delta_nats": 0.0017050904967906946, | |
| "ppl_ratio": 1.0017065449901552, | |
| "doc_bootstrap_delta_95pct": [ | |
| 5.13874762613377e-05, | |
| 0.003163192791394106 | |
| ] | |
| } | |
| }, | |
| "D_read_off": { | |
| "all": { | |
| "targets": 169144, | |
| "max_abs_delta": 14.808307343628258, | |
| "nll": 4.563928485893732, | |
| "delta_nats": 0.4190437008148539, | |
| "ppl_ratio": 1.5205068007244975, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.4084816376528276, | |
| 0.42974781810001217 | |
| ] | |
| }, | |
| "length_10-16": { | |
| "targets": 56601, | |
| "max_abs_delta": 14.808307343628258, | |
| "nll": 3.947487452312927, | |
| "delta_nats": 0.3076722339636419, | |
| "ppl_ratio": 1.3602550704497973, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.29860700436242454, | |
| 0.3170346994210013 | |
| ] | |
| }, | |
| "before_first": { | |
| "targets": 83341, | |
| "max_abs_delta": 9.79684591293335, | |
| "nll": 3.8673202743180943, | |
| "delta_nats": 0.2090607579371381, | |
| "ppl_ratio": 1.2325198816208498, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.20296126497060282, | |
| 0.2153221963653742 | |
| ] | |
| }, | |
| "after_first": { | |
| "targets": 85803, | |
| "max_abs_delta": 14.808307343628258, | |
| "nll": 5.240548475415436, | |
| "delta_nats": 0.6230014696850796, | |
| "ppl_ratio": 1.864515939768767, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.6098227767522754, | |
| 0.6367022716297845 | |
| ] | |
| }, | |
| "after_second": { | |
| "targets": 15328, | |
| "max_abs_delta": 9.862558734603226, | |
| "nll": 5.4398346708231395, | |
| "delta_nats": 0.6625556730170808, | |
| "ppl_ratio": 1.939743354864635, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.6337338080399308, | |
| 0.6941607536956912 | |
| ] | |
| }, | |
| "length_17-64": { | |
| "targets": 48171, | |
| "max_abs_delta": 13.812182898342144, | |
| "nll": 5.070832321187806, | |
| "delta_nats": 0.48377214400309654, | |
| "ppl_ratio": 1.6221819796464214, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.4675586082944131, | |
| 0.49992120057822614 | |
| ] | |
| }, | |
| "length_2-9": { | |
| "targets": 25421, | |
| "max_abs_delta": 9.79684591293335, | |
| "nll": 3.5187845186227595, | |
| "delta_nats": 0.20595155658954448, | |
| "ppl_ratio": 1.228693680441276, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.1965656321666891, | |
| 0.2159041335973384 | |
| ] | |
| }, | |
| "length_65-128": { | |
| "targets": 22018, | |
| "max_abs_delta": 10.74917882680893, | |
| "nll": 5.536569118899567, | |
| "delta_nats": 0.6435010331629004, | |
| "ppl_ratio": 1.9031321581362317, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.6137474662493506, | |
| 0.6740910758874403 | |
| ] | |
| }, | |
| "length_129+": { | |
| "targets": 16933, | |
| "max_abs_delta": 9.862558734603226, | |
| "nll": 5.486748873671533, | |
| "delta_nats": 0.6352260910077897, | |
| "ppl_ratio": 1.8874488284296478, | |
| "doc_bootstrap_delta_95pct": [ | |
| 0.6040921677702079, | |
| 0.6676251294704127 | |
| ] | |
| } | |
| }, | |
| "interpretation": "within-model read interventions, not retrained ablation, not six-axis ranking; corpus sampled before this model, 100111-word dev subset; document bootstrap ignores cross-document duplicate/dependence" | |
| } | |