Hugging Face's logo

mandeepbagga
/
gpt2-classification-question

Transformers
Safetensors
gpt2
text-generation-inference
Model card Files Community
gpt2-classification-question
File size: 2,900 Bytes 
58cbbd0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
 
{
  "_name_or_path": "gpt2",
  "activation_function": "gelu_new",
  "architectures": [
    "TransformerWithHeads"
  ],
  "attn_pdrop": 0.1,
  "bos_token_id": 50256,
  "embd_pdrop": 0.1,
  "eos_token_id": 50256,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "model_type": "gpt2",
  "n_ctx": 1024,
  "n_embd": 768,
  "n_head": 12,
  "n_inner": null,
  "n_layer": 12,
  "n_positions": 1024,
  "output_heads": [
    {
      "block_gradients": false,
      "hidden_size": 0,
      "ignore_pads": true,
      "in_size": 768,
      "is_causal_lm": false,
      "is_regression": false,
      "layer_hook": -1,
      "loss_fct": "cross_entropy",
      "loss_weight": 1.0,
      "name": "imdb_head_1",
      "num_layers": 1,
      "num_outputs": 4,
      "output_activation": "linear",
      "output_bias": false,
      "pred_for_sequence": true,
      "target": "imdb_head_1",
      "trainable": true
    },
    {
      "block_gradients": false,
      "hidden_size": 0,
      "ignore_pads": true,
      "in_size": 768,
      "is_causal_lm": false,
      "is_regression": false,
      "layer_hook": -3,
      "loss_fct": "cross_entropy",
      "loss_weight": 1.0,
      "name": "imdb_head_3",
      "num_layers": 1,
      "num_outputs": 4,
      "output_activation": "linear",
      "output_bias": false,
      "pred_for_sequence": true,
      "target": "imdb_head_3",
      "trainable": true
    },
    {
      "block_gradients": false,
      "hidden_size": 0,
      "ignore_pads": true,
      "in_size": 768,
      "is_causal_lm": false,
      "is_regression": false,
      "layer_hook": -5,
      "loss_fct": "cross_entropy",
      "loss_weight": 1.0,
      "name": "imdb_head_5",
      "num_layers": 1,
      "num_outputs": 4,
      "output_activation": "linear",
      "output_bias": false,
      "pred_for_sequence": true,
      "target": "imdb_head_5",
      "trainable": true
    },
    {
      "block_gradients": false,
      "hidden_size": 0,
      "ignore_pads": true,
      "in_size": 768,
      "is_causal_lm": false,
      "is_regression": false,
      "layer_hook": -7,
      "loss_fct": "cross_entropy",
      "loss_weight": 1.0,
      "name": "imdb_head_7",
      "num_layers": 1,
      "num_outputs": 4,
      "output_activation": "linear",
      "output_bias": false,
      "pred_for_sequence": true,
      "target": "imdb_head_7",
      "trainable": true
    }
  ],
  "reorder_and_upcast_attn": false,
  "resid_pdrop": 0.1,
  "scale_attn_by_inverse_layer_idx": false,
  "scale_attn_weights": true,
  "summary_activation": null,
  "summary_first_dropout": 0.1,
  "summary_proj_to_labels": true,
  "summary_type": "cls_index",
  "summary_use_proj": true,
  "task_specific_params": {
    "text-generation": {
      "do_sample": true,
      "max_length": 50
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.44.2",
  "use_cache": true,
  "vocab_size": 50257
}