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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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[en] | nats_per_token | 5.93257 | 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[en] | nats_per_token | 5.934493 | 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[en] | nats_per_token | 5.940879 | 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[en] | nats_per_token | 5.942785 | 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[en] | nats_per_token | 5.208295 | 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[en] | nats_per_token | 4.885418 | 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[en] | nats_per_token | 4.511542 | 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_el-alpha10-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha100-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=100.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha25-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=25.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha33-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha50-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha66-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha75-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=75.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el-alpha90-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=90.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.899137 | 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_el_merge-merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.899137 | 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_el_merge-trained | jointly_trained | Goldfish en_el | null | alpha=,topk= | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.893278 | 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_el_merge_top10-merged-top10 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=10.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top10-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=10.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.890072 | 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_el_merge_top100-merged-top100 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top100-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=100.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.895983 | 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_el_merge_top20-merged-top20 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=20.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top20-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=20.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.897318 | 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_el_merge_top25-merged-top25 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=25.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top25-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=25.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.903537 | 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_el_merge_top33-merged-top33 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=33.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top33-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=33.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.912391 | 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_el_merge_top50-merged-top50 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=50.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top50-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=50.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.888361 | 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_el_merge_top66-merged-top66 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=66.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top66-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=66.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.900296 | 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_el_merge_top75-merged-top75 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=75.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.926613 | 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_el_merge_top75-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=75.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 8.902875 | 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-alpha10-TOKENWISE_MERGE | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 8.938112 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.938112 | 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[en] | nats_per_token | 8.954121 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.700711 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 9.830611 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.789876 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.820397 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.553102 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.428817 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.351141 | 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[en] | nats_per_token | 8.895624 | 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[en] | nats_per_token | 10.066582 | 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-alpha10-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.764544 | 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-alpha33-TOKENWISE_MERGE | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 8.779685 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.867088 | 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[en] | nats_per_token | 8.779685 | 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[en] | nats_per_token | 8.802208 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 10.361514 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 9.646775 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 10.202144 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 10.26913 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 10.134735 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 9.921995 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 9.903336 | 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[en] | nats_per_token | 8.764544 | 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[en] | nats_per_token | 9.788929 | 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-alpha10-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.922393 | 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[en] | nats_per_token | 8.922393 | 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[en] | nats_per_token | 8.922393 | 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[en] | nats_per_token | 8.922393 | 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[en] | nats_per_token | 8.922393 | 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[en] | nats_per_token | 8.922393 | 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] | nats_per_token | 8.922393 | 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] | nats_per_token | 8.867088 | 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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