Graph Machine Learning
Transformers
Safetensors
English
unicosys_hypergraph
knowledge-graph
hypergraph
legal-evidence
graph-neural-network
unicosys
Instructions to use drzo/unicosys-hypergraph with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use drzo/unicosys-hypergraph with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("drzo/unicosys-hypergraph", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 980 Bytes
539df93 35d0e0e 539df93 35d0e0e 539df93 41e3ef4 539df93 41e3ef4 35d0e0e 539df93 35d0e0e 539df93 5e8f7b3 893628b 56226be | 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 | {
"architectures": [
"UnicosysHypergraphModel"
],
"case_number": "2025-137857",
"dtype": "float32",
"edge_type_vocab": {
"<pad>": 0,
"<unk>": 1,
"proves": 2,
"transaction_evidenced_by": 3
},
"gat_dropout": 0.1,
"gat_num_heads": 4,
"gat_num_layers": 2,
"hidden_dim": 256,
"margin": 1.0,
"max_nodes": 250000,
"model_type": "unicosys_hypergraph",
"negative_sample_ratio": 5,
"node_embed_dim": 128,
"node_type_vocab": {
"<pad>": 0,
"<unk>": 1,
"email": 2,
"entity": 3,
"timeline_event": 4
},
"num_cross_links": 3664,
"num_edge_types": 4,
"num_entities": 16,
"num_evidence": 198019,
"num_node_types": 5,
"num_subsystems": 5,
"subsystem_vocab": {
"<pad>": 0,
"<unk>": 1,
"ad_res_j7": 2,
"comcosys": 3,
"core": 4
},
"text_embed_dim": 256,
"text_max_length": 128,
"text_num_heads": 4,
"text_num_layers": 2,
"text_vocab_size": 237,
"transformers_version": "5.14.1"
}
|