Hugging Face's logo

Aaditya1
/
Graphormer

Transformers
PyTorch
graphormer
Inference Endpoints
Model card Files Community
Graphormer
File size: 1,431 Bytes 
a1e7163
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
 
{
  "activation_dropout": 0.1,
  "activation_fn": "gelu",
  "apply_graphormer_init": true,
  "architectures": [
    "GraphormerForGraphClassification"
  ],
  "attention_dropout": 0.1,
  "bias": true,
  "bos_token_id": 1,
  "dropout": 0.0,
  "edge_type": "multi_hop",
  "embed_scale": null,
  "embedding_dim": 768,
  "encoder_normalize_before": true,
  "eos_token_id": 2,
  "export": false,
  "ffn_embedding_dim": 768,
  "freeze_embeddings": false,
  "hidden_size": 768,
  "id2label": {
    "0": "a",
    "1": "b",
    "2": "c",
    "3": "d",
    "4": "e",
    "5": "f",
    "6": "g"
  },
  "init_fn": null,
  "kdim": null,
  "label2id": {
    "a": 0,
    "b": 1,
    "c": 2,
    "d": 3,
    "e": 4,
    "f": 5,
    "g": 6
  },
  "layerdrop": 0.0,
  "max_nodes": 512,
  "model_type": "graphormer",
  "multi_hop_max_dist": 5,
  "no_token_positional_embeddings": false,
  "num_atoms": 4608,
  "num_attention_heads": 32,
  "num_edge_dis": 128,
  "num_edges": 1536,
  "num_in_degree": 512,
  "num_layers": 12,
  "num_out_degree": 512,
  "num_spatial": 512,
  "num_trans_layers_to_freeze": 0,
  "num_classes": 7,           // Add the number of classes
  "pad_token_id": 0,
  "pre_layernorm": false,
  "q_noise": 0.0,
  "qn_block_size": 8,
  "self_attention": true,
  "share_input_output_embed": false,
  "spatial_pos_max": 1024,
  "torch_dtype": "float32",
  "traceable": false,
  "transformers_version": "4.26.0.dev0",
  "vdim": null
}