model_id stringlengths 19 121 | model_role stringclasses 5
values | provenance_family stringclasses 35
values | parents stringclasses 328
values | rung stringclasses 108
values | operator stringclasses 52
values | experiment stringclasses 17
values | benchmark stringclasses 84
values | metric stringclasses 13
values | value float64 -5.09 348 | chance float64 0 50 ⌀ | n float64 273 67k ⌀ | source_dataset stringclasses 7
values | notes stringclasses 92
values | metric_kind stringclasses 6
values | unit stringclasses 7
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
suchirsalhan/en_nl-alpha33-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-alpha50-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-alpha66-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-alpha75-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=75.0,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-alpha90-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=90.0,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.501843 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-top25_top25-merged-top25 | reference | Goldfish en_nl | null | alpha=,topk= | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.487824 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=reference. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-top33_top33-merged-top33 | reference | Goldfish en_nl | null | alpha=,topk= | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.487824 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=reference. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl-top50_top50-merged-top50 | reference | Goldfish en_nl | null | alpha=,topk= | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.487824 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=reference. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge-merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk= | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.501843 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk= | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.522521 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top10-merged-top10 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=10.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top10-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=10.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 11.032848 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top100-merged-top100 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top100-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=100.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.344471 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top20-merged-top20 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=20.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top20-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=20.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.855761 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top25-merged-top25 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=25.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top25-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=25.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.927115 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top33-merged-top33 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=33.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top33-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=33.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.79286 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top50-merged-top50 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=50.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top50-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=50.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.598994 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top66-merged-top66 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=66.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top66-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=66.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.648617 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top75-merged-top75 | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=,topk=75.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 9.530369 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_nl_merge_top75-trained | jointly_trained | Goldfish en_nl | null | alpha=,topk=75.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 10.534742 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:100:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.30869 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:10:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.343401 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:25:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.296349 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:33:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.262423 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.109843 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:100:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.118466 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:10:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.68162 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:10:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.694751 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:20:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.485332 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:20:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.497401 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:25:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.414974 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:25:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.426679 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:33:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.324654 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:33:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.335245 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:50:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.219598 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:50:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.229493 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:66:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.144507 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:66:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.15283 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:75:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.130292 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:75:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.138781 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:66:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.031515 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:75:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.047616 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:90:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 9.16184 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha10-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha100-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=100.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha25-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=25.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha33-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha50-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha66-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha75-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=75.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha90-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=90.0,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.19942 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge-merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk= | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.19942 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk= | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.200962 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top10-merged-top10 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=10.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top10-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=10.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.517394 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top100-merged-top100 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=100.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top100-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=100.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.290144 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top20-merged-top20 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=20.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top20-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=20.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.450646 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top25-merged-top25 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=25.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top25-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=25.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.431566 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top33-merged-top33 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=33.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top33-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=33.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.431951 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top50-merged-top50 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=50.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top50-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=50.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.385497 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top66-merged-top66 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=66.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top66-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=66.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.347809 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top75-merged-top75 | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=,topk=75.0 | merged | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.272221 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl_merge_top75-trained | jointly_trained | Goldfish en_pl | null | alpha=,topk=75.0 | null | goldfish_crosslingual | held_out[pl] | nats_per_token | 10.325992 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
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