File size: 1,268 Bytes
2f4937b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
{
 "encoder": "prostt5",
 "family": "hf_plm",
 "target": "Rostlab/ProstT5",
 "weights": "pretrained",
 "rule": "final residue states, special tokens removed, masked mean over valid residues; amino-acid track with the <AA2fold> prefix, no 3Di input",
 "env": "base",
 "checkpoint": "Rostlab/ProstT5",
 "checkpoint_revision": "d7d097d5bf9a993ab8f68488b4681d6ca70db9e5",
 "dtype": "float16",
 "hidden_size": 1024,
 "n_layers": 24,
 "n_parameters": 1208164352,
 "inputs_passed": "amino-acid sequence only",
 "task": "ec_classification",
 "date": "2026-09-20 11:56",
 "seconds": 173.2,
 "pooling": "masked mean over all residues of the chain",
 "manifest": "manifest/ec_classification.csv",
 "rows": "stage1 == 1",
 "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
 "n_per_split": {
  "test": 3000,
  "train": 6000,
  "valid": 1500
 },
 "health": {
  "n_rows": 10500,
  "dim": 1024,
  "nan_values": 0,
  "all_zero_rows": 0,
  "distinct_rows": 8993,
  "numerical_rank": 1024,
  "max_abs": 1.3017895221710205
 },
 "input_audit": {
  "rel_change_jitter_1A": 0.0,
  "rel_change_coord_swap": 0.0,
  "rel_change_seq_shuffle": 0.5110924480134234,
  "rel_change_rigid_motion": 0.0,
  "verdict": "pass"
 }
}