File size: 1,210 Bytes
4e3eab3
 
b732bdc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
model_card_metadata = 
{
    "license": "apache-2.0",
    "language": ["en"],
    "metrics": ["accuracy", "bertscore"],
    "library_name": ["adapter-transformers", "transformers"],
    "model_name": "AutoModel",
    "model_type": "multimodal-transformer",
    "tags": ["multimodal", "transformer"],
    "datasets": ["dataset1", "dataset2"],
    "finetuned_from": "pretrained-model",
    "config": {
        "hidden_size": 768,
        "num_attention_heads": 12,
        "num_hidden_layers": 12,
        "intermediate_size": 2048,
        "hidden_dropout_prob": 0.1,
        "attention_probs_dropout_prob": 0.1,
        "image_size": 224,
        "image_channels": 3,
        "patch_size": 16,
        "max_position_embeddings": 512,
        "vocab_size": 30522,
        "type_vocab_size": 2,
        "audio_sample_rate": 16000,
        "audio_frame_size": 1024,
        "audio_hop_size": 512,
        "enable_vqa": True,
        "enable_caption": True,
        "enable_retrieval": True,
        "enable_asr": True,
        "enable_realtime_asr": True,
        "batch_size": 32,
        "learning_rate": 0.0001,
        "weight_decay": 0.01,
        "warmup_steps": 10000,
        "max_steps": 100000
    }
}