Hugging Face's logo

SongTonyLi
/
OpenELM-3B-LoRA-128

Text Generation
Transformers
Safetensors
openelm
conversational
custom_code
Model card Files Community
OpenELM-3B-LoRA-128
File size: 1,829 Bytes 
c27a3d8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
 
{
  "_name_or_path": "/data/songli/llm_models/OpenELM-3B",
  "activation_fn_name": "swish",
  "architectures": [
    "OpenELMForCausalLM"
  ],
  "auto_map": {
    "AutoConfig": "configuration_openelm.OpenELMConfig",
    "AutoModelForCausalLM": "modeling_openelm.OpenELMForCausalLM"
  },
  "bos_token_id": 1,
  "eos_token_id": 2,
  "ffn_dim_divisor": 256,
  "ffn_multipliers": [
    0.5,
    0.6,
    0.7,
    0.8,
    0.9,
    1.0,
    1.1,
    1.2,
    1.3,
    1.4,
    1.5,
    1.6,
    1.7,
    1.8,
    1.9,
    2.0,
    2.1,
    2.2,
    2.3,
    2.4,
    2.5,
    2.6,
    2.7,
    2.8,
    2.9,
    3.0,
    3.1,
    3.2,
    3.3,
    3.4,
    3.5,
    3.6,
    3.7,
    3.8,
    3.9,
    4.0
  ],
  "ffn_with_glu": true,
  "head_dim": 128,
  "initializer_range": 0.02,
  "max_context_length": 2048,
  "model_dim": 3072,
  "model_type": "openelm",
  "normalization_layer_name": "rms_norm",
  "normalize_qk_projections": true,
  "num_gqa_groups": 4,
  "num_kv_heads": [
    3,
    3,
    3,
    3,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    4,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    5,
    6,
    6,
    6,
    6,
    6,
    6
  ],
  "num_query_heads": [
    12,
    12,
    12,
    12,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    16,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    20,
    24,
    24,
    24,
    24,
    24,
    24
  ],
  "num_transformer_layers": 36,
  "qkv_multipliers": [
    0.5,
    1.0
  ],
  "rope_freq_constant": 10000,
  "rope_max_length": 4096,
  "share_input_output_layers": true,
  "torch_dtype": "float32",
  "transformers_version": "4.44.2",
  "use_cache": true,
  "vocab_size": 32000
}