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_el_merge_top10-trained | jointly_trained | Goldfish en_el | null | alpha=,topk=10.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 10.30736 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.317219 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.314955 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.325393 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.328359 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.325798 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.330996 | 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[el] | nats_per_token | 10.33516 | 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[el] | nats_per_token | 10.331068 | 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_el:100:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.457364 | 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_el:10:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 9.125801 | 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_el:25:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.272744 | 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_el:33:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 7.485908 | 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_el:50:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.262026 | 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_el:50:100:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.26568 | 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_el:50:10:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.113333 | 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_el:50:10:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.116529 | 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_el:50:20:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.157209 | 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_el:50:20:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.160495 | 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_el:50:25:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.172215 | 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_el:50:25:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.175529 | 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_el:50:33:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.18858 | 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_el:50:33:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.191991 | 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_el:50:50:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.211915 | 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_el:50:50:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.215394 | 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_el:50:66:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.225092 | 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_el:50:66:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.228598 | 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_el:50:75:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 6.230788 | 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_el:50:75:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 6.234293 | 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_el:66:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.436036 | 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_el:75:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.053577 | 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_el:90:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.579696 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:100:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.405446 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:10:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 8.638166 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:25:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 7.859355 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:33:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 7.221321 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.924064 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:100:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.923142 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:10:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.809514 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:10:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.810634 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:20:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.846723 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:20:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.846966 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:25:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.858432 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:25:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.858472 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:33:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.866968 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:33:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.86679 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:50:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.889767 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:50:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.889097 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:66:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.902219 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:66:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.901121 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:75:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.908943 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:50:75:trained | jointly_trained | Goldfish en_es | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[en] | nats_per_token | 5.907725 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:66:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 5.178345 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:75:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.844176 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_es:90:100:merged | merged | Goldfish en_es | goldfish[en]|goldfish[es] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.470648 | 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:100:100:merged | merged | Goldfish en_nl | goldfish[en]|goldfish[nl] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.392061 | 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] | nats_per_token | 9.287054 | 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] | nats_per_token | 8.515633 | 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] | nats_per_token | 7.810062 | 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] | nats_per_token | 6.234955 | 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] | nats_per_token | 6.229193 | 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] | nats_per_token | 6.065593 | 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] | nats_per_token | 6.062532 | 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] | nats_per_token | 6.124603 | 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] | nats_per_token | 6.121472 | 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] | nats_per_token | 6.138211 | 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] | nats_per_token | 6.134757 | 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] | nats_per_token | 6.15933 | 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] | nats_per_token | 6.155444 | 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] | nats_per_token | 6.18143 | 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] | nats_per_token | 6.176662 | 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] | nats_per_token | 6.198823 | 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] | nats_per_token | 6.193505 | 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] | nats_per_token | 6.203882 | 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] | nats_per_token | 6.198267 | 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] | nats_per_token | 5.324785 | 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] | nats_per_token | 4.929218 | 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] | nats_per_token | 4.482178 | 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:100:100:merged | merged | Goldfish en_pl | goldfish[en]|goldfish[pl] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[en] | nats_per_token | 4.4328 | 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] | nats_per_token | 8.84559 | 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] | nats_per_token | 7.988396 | 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] | nats_per_token | 7.298026 | 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] | nats_per_token | 5.956787 | 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] | nats_per_token | 5.958714 | 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] | nats_per_token | 5.830039 | 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] | nats_per_token | 5.832369 | 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] | nats_per_token | 5.86215 | 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] | nats_per_token | 5.864214 | 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] | nats_per_token | 5.875832 | 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] | nats_per_token | 5.877942 | 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] | nats_per_token | 5.891181 | 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] | nats_per_token | 5.89324 | 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] | nats_per_token | 5.915054 | 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] | nats_per_token | 5.917048 | 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 |
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