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_es-top66_top66-merged-top66 | reference | Goldfish en_es | null | alpha=,topk= | null | goldfish_crosslingual | held_out[en_es] mean | nats_per_token | 9.555844 | 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_es] mean | nats_per_token | 9.555844 | 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_es] mean | nats_per_token | 9.2884 | 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_es] mean | nats_per_token | 9.303166 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.977212 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.135397 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 11.057174 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 11.091013 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.798149 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.682855 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.613424 | 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_es] mean | nats_per_token | 9.256983 | 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_es] mean | nats_per_token | 10.346349 | 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[en_nl] mean | nats_per_token | 6.660478 | 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[en_nl] mean | nats_per_token | 8.992744 | 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[en_nl] mean | nats_per_token | 8.546073 | 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[en_nl] mean | nats_per_token | 8.184855 | 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[en_nl] mean | nats_per_token | 7.390188 | 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[en_nl] mean | nats_per_token | 7.386811 | 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[en_nl] mean | nats_per_token | 7.620552 | 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[en_nl] mean | nats_per_token | 7.611939 | 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[en_nl] mean | nats_per_token | 7.524858 | 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[en_nl] mean | nats_per_token | 7.517743 | 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[en_nl] mean | nats_per_token | 7.49197 | 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[en_nl] mean | nats_per_token | 7.485651 | 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[en_nl] mean | nats_per_token | 7.466431 | 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[en_nl] mean | nats_per_token | 7.460743 | 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[en_nl] mean | nats_per_token | 7.420136 | 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[en_nl] mean | nats_per_token | 7.415798 | 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[en_nl] mean | nats_per_token | 7.396758 | 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[en_nl] mean | nats_per_token | 7.392858 | 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[en_nl] mean | nats_per_token | 7.383701 | 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[en_nl] mean | nats_per_token | 7.380097 | 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[en_nl] mean | nats_per_token | 6.936129 | 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[en_nl] mean | nats_per_token | 6.755247 | 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[en_nl] mean | nats_per_token | 6.609274 | 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[en_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 9.162998 | 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_nl] mean | nats_per_token | 9.281519 | 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_nl] mean | nats_per_token | 9.281519 | 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_nl] mean | nats_per_token | 9.281519 | 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_nl] mean | nats_per_token | 9.162998 | 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_nl] mean | nats_per_token | 9.184541 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.717854 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.017107 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.549079 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.618384 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.484064 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.281342 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.298926 | 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_nl] mean | nats_per_token | 9.171039 | 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_nl] mean | nats_per_token | 10.184802 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:100:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.194382 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:10:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 9.127538 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:25:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 8.729188 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:33:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 8.410611 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.742599 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:100:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.748319 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:10:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 8.011479 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:10:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 8.019927 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:20:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.91423 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:20:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.921961 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:25:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.880314 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:25:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.887858 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:33:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.835815 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:33:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.842706 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:50:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.786666 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:50:trained | jointly_trained | Goldfish en_pl | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.793135 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_pl:50:66:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[en_pl] mean | nats_per_token | 7.751731 | 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_pl] mean | nats_per_token | 7.757279 | 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_pl] mean | nats_per_token | 7.747284 | 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_pl] mean | nats_per_token | 7.752918 | 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_pl] mean | nats_per_token | 7.373672 | 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_pl] mean | nats_per_token | 7.242784 | 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_pl] mean | nats_per_token | 7.145355 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_pl-alpha10-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[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-alpha100-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=100.0,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-alpha25-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=25.0,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-alpha33-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=33.0,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-alpha50-TOKENWISE_MERGE | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=50.0,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 |
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