Hugging Face's logo

MAdAiLab
/
SLM_vs_LLM_experiments

Safetensors
Model card Files Community
SLM_vs_LLM_experiments
File size: 2,344 Bytes 
aa5b5e2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "google/flan-t5-small",
  "architectures": [
    "T5ForSequenceClassification"
  ],
  "classifier_dropout": 0.0,
  "d_ff": 1024,
  "d_kv": 64,
  "d_model": 512,
  "decoder_start_token_id": 0,
  "dense_act_fn": "gelu_new",
  "dropout_rate": 0.1,
  "eos_token_id": 1,
  "feed_forward_proj": "gated-gelu",
  "finetuning_task": "text-classification",
  "id2label": {
    "0": "0",
    "1": "1",
    "2": "10",
    "3": "11",
    "4": "12",
    "5": "13",
    "6": "14",
    "7": "15",
    "8": "16",
    "9": "17",
    "10": "18",
    "11": "19",
    "12": "2",
    "13": "20",
    "14": "21",
    "15": "22",
    "16": "3",
    "17": "4",
    "18": "5",
    "19": "6",
    "20": "7",
    "21": "8",
    "22": "9"
  },
  "initializer_factor": 1.0,
  "is_encoder_decoder": true,
  "is_gated_act": true,
  "label2id": {
    "0": 0,
    "1": 1,
    "10": 2,
    "11": 3,
    "12": 4,
    "13": 5,
    "14": 6,
    "15": 7,
    "16": 8,
    "17": 9,
    "18": 10,
    "19": 11,
    "2": 12,
    "20": 13,
    "21": 14,
    "22": 15,
    "3": 16,
    "4": 17,
    "5": 18,
    "6": 19,
    "7": 20,
    "8": 21,
    "9": 22
  },
  "layer_norm_epsilon": 1e-06,
  "model_type": "t5",
  "n_positions": 512,
  "num_decoder_layers": 8,
  "num_heads": 6,
  "num_layers": 8,
  "output_past": true,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "relative_attention_max_distance": 128,
  "relative_attention_num_buckets": 32,
  "task_specific_params": {
    "summarization": {
      "early_stopping": true,
      "length_penalty": 2.0,
      "max_length": 200,
      "min_length": 30,
      "no_repeat_ngram_size": 3,
      "num_beams": 4,
      "prefix": "summarize: "
    },
    "translation_en_to_de": {
      "early_stopping": true,
      "max_length": 300,
      "num_beams": 4,
      "prefix": "translate English to German: "
    },
    "translation_en_to_fr": {
      "early_stopping": true,
      "max_length": 300,
      "num_beams": 4,
      "prefix": "translate English to French: "
    },
    "translation_en_to_ro": {
      "early_stopping": true,
      "max_length": 300,
      "num_beams": 4,
      "prefix": "translate English to Romanian: "
    }
  },
  "tie_word_embeddings": false,
  "torch_dtype": "float32",
  "transformers_version": "4.39.0.dev0",
  "use_cache": true,
  "vocab_size": 32128
}