Hugging Face's logo

Lolaibrin
/
distilbert-base-uncased-finetuned-squad

Question Answering
Transformers
PyTorch
TensorBoard
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
distilbert-base-uncased-finetuned-squad
File size: 2,229 Bytes 
42db8c3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
69
70
71
72
73
74
75
76
77
78
79
80
81
 
{
  "_name_or_path": "distilbert-base-uncased",
  "activation": "gelu",
  "adapters": {
    "adapters": {
      "mam_adapter": "6e29731ca7c632cd"
    },
    "config_map": {
      "6e29731ca7c632cd": {
        "architecture": "union",
        "configs": [
          {
            "architecture": "prefix_tuning",
            "bottleneck_size": 800,
            "cross_prefix": true,
            "dropout": 0.0,
            "encoder_prefix": true,
            "flat": false,
            "leave_out": [],
            "non_linearity": "tanh",
            "prefix_length": 30
          },
          {
            "adapter_residual_before_ln": false,
            "cross_adapter": false,
            "factorized_phm_W": true,
            "factorized_phm_rule": false,
            "hypercomplex_nonlinearity": "glorot-uniform",
            "init_weights": "mam_adapter",
            "inv_adapter": null,
            "inv_adapter_reduction_factor": null,
            "is_parallel": true,
            "learn_phm": true,
            "leave_out": [],
            "ln_after": false,
            "ln_before": false,
            "mh_adapter": false,
            "non_linearity": "relu",
            "original_ln_after": true,
            "original_ln_before": false,
            "output_adapter": true,
            "phm_bias": true,
            "phm_c_init": "normal",
            "phm_dim": 4,
            "phm_init_range": 0.0001,
            "phm_layer": false,
            "phm_rank": 1,
            "reduction_factor": 2,
            "residual_before_ln": true,
            "scaling": 4.0,
            "shared_W_phm": false,
            "shared_phm_rule": true
          }
        ]
      }
    },
    "fusion_config_map": {},
    "fusions": {}
  },
  "architectures": [
    "DistilBertForQuestionAnswering"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "initializer_range": 0.02,
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.17.0",
  "vocab_size": 30522
}