Download log.json from Xu-AI4Science/occupancyflow-affinity-esmc-300m: direct link, hf CLI and curl.
- Browser
- Download file 7.03 kB
-
https://huggingface.co/Xu-AI4Science/occupancyflow-affinity-esmc-300m/resolve/main/log.json
- Command line
-
hf download hf://Xu-AI4Science/occupancyflow-affinity-esmc-300m/log.json
-
curl -L -o log.json https://huggingface.co/Xu-AI4Science/occupancyflow-affinity-esmc-300m/resolve/main/log.json
7.03 kB
| { | |
| "config": { | |
| "name": "esmc_300M", | |
| "model_name": "Synthyra/ESMplusplus_small", | |
| "pooling": "mean", | |
| "space_residues": false, | |
| "max_len": 2048, | |
| "use_t5_encoder": false, | |
| "use_automaskedlm": true, | |
| "trust_remote_code": true | |
| }, | |
| "result": { | |
| "encoder": "esmc_300M", | |
| "run_dir": "esmc_300M_sym_v2", | |
| "run_tag": "sym_v2", | |
| "model_name": "Synthyra/ESMplusplus_small", | |
| "hidden_dim": 960, | |
| "max_len": 2048, | |
| "pooling": "mean", | |
| "head": "mlp", | |
| "moe_experts": null, | |
| "moe_top_k": null, | |
| "best_val_rmse": 1.343891979080109, | |
| "val_rmse": 1.343891979080109, | |
| "val_mae": 0.874987006187439, | |
| "val_spearman": 0.8618226129144756, | |
| "val_n": 666, | |
| "s90_mae": 1.5350065231323242, | |
| "s90_rmse": 2.0848605343945614, | |
| "s90_pearson": 0.6011604733222113, | |
| "s90_spearman": 0.5510109375406975, | |
| "s90_n": 90, | |
| "s79_mae": 1.5322797298431396, | |
| "s79_rmse": 2.0387059627152926, | |
| "s79_pearson": 0.698892595570155, | |
| "s79_spearman": 0.7051683531133182, | |
| "s79_n_complexes": 79, | |
| "s79_n_pairs": 79, | |
| "status": "ok" | |
| }, | |
| "history": [ | |
| { | |
| "epoch": 1, | |
| "train_loss": 5.2500034169053755, | |
| "rmse": 2.3560124366056368, | |
| "mae": 1.936526894569397, | |
| "spearman": 0.7146812219244423, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 2, | |
| "train_loss": 3.16614606161958, | |
| "rmse": 1.8153762358070458, | |
| "mae": 1.3361821174621582, | |
| "spearman": 0.7877017189484826, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 3, | |
| "train_loss": 2.7385075062827213, | |
| "rmse": 1.770573391254816, | |
| "mae": 1.3470638990402222, | |
| "spearman": 0.7908117287889782, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 4, | |
| "train_loss": 2.5775398382301797, | |
| "rmse": 1.9354384745124416, | |
| "mae": 1.4594480991363525, | |
| "spearman": 0.7951679210899366, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 5, | |
| "train_loss": 2.296075133634992, | |
| "rmse": 1.7771083130893897, | |
| "mae": 1.3618661165237427, | |
| "spearman": 0.7878699347478659, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 6, | |
| "train_loss": 2.1632901883809876, | |
| "rmse": 1.571707641914237, | |
| "mae": 1.0820832252502441, | |
| "spearman": 0.8242117697646001, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 7, | |
| "train_loss": 2.0487842086902845, | |
| "rmse": 1.7326433627220126, | |
| "mae": 1.2997156381607056, | |
| "spearman": 0.8067283923820779, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 8, | |
| "train_loss": 1.9539089389904762, | |
| "rmse": 1.5323771007102422, | |
| "mae": 1.0768132209777832, | |
| "spearman": 0.8331224830364253, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 9, | |
| "train_loss": 1.884503437786536, | |
| "rmse": 1.4836944626245834, | |
| "mae": 1.0211477279663086, | |
| "spearman": 0.8453298885675242, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 10, | |
| "train_loss": 1.7379148220976754, | |
| "rmse": 1.5289483190800148, | |
| "mae": 1.0419483184814453, | |
| "spearman": 0.8279244517802901, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 11, | |
| "train_loss": 1.637459601849805, | |
| "rmse": 1.50807899136166, | |
| "mae": 1.0249881744384766, | |
| "spearman": 0.8349588743741613, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 12, | |
| "train_loss": 1.570613271213623, | |
| "rmse": 1.5877679493567813, | |
| "mae": 1.047106385231018, | |
| "spearman": 0.8173064320570957, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 13, | |
| "train_loss": 1.5191953086877446, | |
| "rmse": 1.523368716521125, | |
| "mae": 1.0183935165405273, | |
| "spearman": 0.835533415298498, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 14, | |
| "train_loss": 1.4484552232677594, | |
| "rmse": 1.4635659302932218, | |
| "mae": 0.9944096207618713, | |
| "spearman": 0.845873219852843, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 15, | |
| "train_loss": 1.3779972628416162, | |
| "rmse": 1.4513941475237058, | |
| "mae": 0.9942841529846191, | |
| "spearman": 0.8415644130046825, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 16, | |
| "train_loss": 1.3456517325965984, | |
| "rmse": 1.4878169259075829, | |
| "mae": 1.0041481256484985, | |
| "spearman": 0.8394071857523199, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 17, | |
| "train_loss": 1.283067804568361, | |
| "rmse": 1.5455195335503902, | |
| "mae": 1.0542510747909546, | |
| "spearman": 0.8402040797740962, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 18, | |
| "train_loss": 1.2671775079257779, | |
| "rmse": 1.4594022466497183, | |
| "mae": 0.9660055041313171, | |
| "spearman": 0.8463883766343031, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 19, | |
| "train_loss": 1.1808337405414078, | |
| "rmse": 1.463115354014868, | |
| "mae": 0.9558651447296143, | |
| "spearman": 0.8468865940422482, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 20, | |
| "train_loss": 1.1422315512511436, | |
| "rmse": 1.4254628283130863, | |
| "mae": 0.9524824023246765, | |
| "spearman": 0.8563309012442194, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 21, | |
| "train_loss": 1.082284438918762, | |
| "rmse": 1.4807769535103399, | |
| "mae": 0.9906092286109924, | |
| "spearman": 0.8476697202161565, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 22, | |
| "train_loss": 1.0354805702359686, | |
| "rmse": 1.528388015173751, | |
| "mae": 1.04389226436615, | |
| "spearman": 0.8509532998653907, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 23, | |
| "train_loss": 1.0098871153456515, | |
| "rmse": 1.3559876693654447, | |
| "mae": 0.9069312810897827, | |
| "spearman": 0.8593247965836093, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 24, | |
| "train_loss": 0.9503703362235882, | |
| "rmse": 1.343891979080109, | |
| "mae": 0.874987006187439, | |
| "spearman": 0.8618226129144756, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 25, | |
| "train_loss": 0.925024896347635, | |
| "rmse": 1.4017211892269734, | |
| "mae": 0.9141939282417297, | |
| "spearman": 0.8530537717668791, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 26, | |
| "train_loss": 0.8724437099130326, | |
| "rmse": 1.390283907088061, | |
| "mae": 0.9096393585205078, | |
| "spearman": 0.8577643334770891, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 27, | |
| "train_loss": 0.8766851046059907, | |
| "rmse": 1.363666425359147, | |
| "mae": 0.8954227566719055, | |
| "spearman": 0.8578916719195002, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 28, | |
| "train_loss": 0.8230470686901363, | |
| "rmse": 1.385749370618165, | |
| "mae": 0.9481036067008972, | |
| "spearman": 0.8584835841364484, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 29, | |
| "train_loss": 0.8009588031335821, | |
| "rmse": 1.4175805435307196, | |
| "mae": 0.937690794467926, | |
| "spearman": 0.8479630893759342, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 30, | |
| "train_loss": 0.7837735650966295, | |
| "rmse": 1.3701328486052542, | |
| "mae": 0.8667737245559692, | |
| "spearman": 0.8634084967125738, | |
| "n": 666 | |
| }, | |
| { | |
| "epoch": 31, | |
| "train_loss": 0.7858880045990005, | |
| "rmse": 1.3988896070666528, | |
| "mae": 0.9008198976516724, | |
| "spearman": 0.8655306318431181, | |
| "n": 666 | |
| } | |
| ] | |
| } |