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_pl-alpha66-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.621261 | 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[en_pl] mean | nats_per_token | 9.621261 | 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[en_pl] mean | nats_per_token | 9.622613 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.932195 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.694067 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.875827 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.855034 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.862078 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.805531 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.760334 | 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[en_pl] mean | nats_per_token | 9.686902 | 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[en_pl] mean | nats_per_token | 9.734325 | 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_es:100:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.517011 | 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_es:10:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.825574 | 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_es:25:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.78835 | 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_es:33:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.76522 | 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_es:50:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.586783 | 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_es:50:100:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.598821 | 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_es:50:10:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.052991 | 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_es:50:10:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.05041 | 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_es:50:20:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.892725 | 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_es:50:20:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.890658 | 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_es:50:25:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.845314 | 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_es:50:25:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.844452 | 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_es:50:33:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.77528 | 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_es:50:33:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.775639 | 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_es:50:50:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.673098 | 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_es:50:50:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.678849 | 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_es:50:66:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.611855 | 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_es:50:66:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.620627 | 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_es:50:75:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.596519 | 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_es:50:75:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 8.606321 | 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_es:66:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.346902 | 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_es:75:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.286321 | 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_es:90:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 8.360194 | 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_es-alpha10-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha100-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=100.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha25-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=25.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha33-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha50-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha66-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha75-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=75.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es-alpha90-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=90.0,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.561237 | 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_es-top10_top10-merged-top10 | reference | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.911168 | 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_es-top20_top20-merged-top20 | reference | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.911168 | 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_es-top66_top66-merged-top66 | reference | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.911168 | 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_es-top75_top75-merged-top75 | reference | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.911168 | 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_es_merge-merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk= | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.561237 | 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_es_merge-trained | jointly_trained | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[es] | nats_per_token | 9.575034 | 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_es_merge_top10-merged-top10 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=10.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top10-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=10.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 11.192461 | 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_es_merge_top100-merged-top100 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=100.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top100-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=100.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 10.372665 | 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_es_merge_top20-merged-top20 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=20.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top20-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=20.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 11.265259 | 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_es_merge_top25-merged-top25 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=25.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top25-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=25.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 11.301681 | 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_es_merge_top33-merged-top33 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=33.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top33-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=33.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 10.988911 | 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_es_merge_top50-merged-top50 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=50.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top50-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=50.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 10.880617 | 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_es_merge_top66-merged-top66 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=66.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top66-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=66.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 10.817604 | 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_es_merge_top75-merged-top75 | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=,topk=75.0 | merged | goldfish_crosslingual | held_out[es] | nats_per_token | 9.53829 | 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_es_merge_top75-trained | jointly_trained | Goldfish en_es | null | alpha=,topk=75.0 | null | goldfish_crosslingual | held_out[es] | nats_per_token | 10.564139 | 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_nl:100:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.665699 | 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_nl:10:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.732582 | 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_nl:25:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.572982 | 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_nl:33:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.516162 | 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_nl:50:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.411382 | 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_nl:50:100:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.410114 | 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_nl:50:10:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.995095 | 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_nl:50:10:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.981574 | 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_nl:50:20:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.762646 | 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_nl:50:20:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.752009 | 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_nl:50:25:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.688657 | 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_nl:50:25:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.679806 | 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_nl:50:33:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.621873 | 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_nl:50:33:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.614593 | 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_nl:50:50:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.515118 | 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_nl:50:50:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.511162 | 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_nl:50:66:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.4557 | 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_nl:50:66:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.453054 | 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_nl:50:75:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.426629 | 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_nl:50:75:trained | jointly_trained | Goldfish en_nl | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.424803 | 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_nl:66:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.360514 | 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_nl:75:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.369408 | 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_nl:90:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[nl] | nats_per_token | 8.489569 | 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_nl-alpha10-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=10.0,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-alpha100-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=100.0,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-alpha25-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=25.0,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 |
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