Hugging Face's logo

IFM
/
Jais-ASR

Automatic Speech Recognition
Transformers
Safetensors
jais_asr
text-generation
jais
ifm
arabic
arabic-dialects
speech-to-text
code-switching
diacritization
language-identification
open-weights
custom_code
Model card Files
xet
 Community
1
Jais-ASR
File size: 2,991 Bytes
1323995
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "architectures": [
    "JaisASRForConditionalGeneration"
  ],
  "audio_config": {
    "activation_dropout": 0,
    "activation_function": "gelu",
    "attention_dropout": 0,
    "conv_chunksize": 500,
    "d_model": 1280,
    "downsample_hidden_size": 480,
    "dropout": 0,
    "dtype": "bfloat16",
    "encoder_attention_heads": 20,
    "encoder_ffn_dim": 5120,
    "encoder_layers": 32,
    "initializer_range": 0.02,
    "max_source_positions": 1500,
    "model_type": "qwen3_omni_moe_audio_encoder",
    "n_window": 50,
    "n_window_infer": 800,
    "num_mel_bins": 128,
    "output_dim": 2048,
    "scale_embedding": false,
    "tie_word_embeddings": true,
    "torch_dtype": "bfloat16"
  },
  "audio_end_token_id": 250036,
  "audio_start_token_id": 250035,
  "audio_token_id": 250062,
  "auto_map": {
    "AutoConfig": "configuration_jais_asr.JaisASRConfig",
    "AutoModel": "modeling_jais_asr.JaisASRModel",
    "AutoModelForCausalLM": "modeling_jais_asr.JaisASRForConditionalGeneration",
    "AutoProcessor": "processing_jais_asr.JaisASRProcessor"
  },
  "bos_token_id": 0,
  "custom_pipelines": {
    "automatic-speech-recognition": {
      "impl": "pipeline_jais_asr.JaisASRTranscriptionPipeline",
      "pt": [
        "AutoModelForCausalLM"
      ],
      "tf": []
    }
  },
  "dtype": "bfloat16",
  "eos_token_id": 1,
  "model_type": "jais_asr",
  "pad_token_id": 0,
  "projector_hidden_act": "gelu",
  "text_config": {
    "attention_bias": false,
    "attention_dropout": 0.0,
    "bos_token_id": 0,
    "dtype": "bfloat16",
    "eos_token_id": 1,
    "head_dim": 128,
    "hidden_act": "silu",
    "hidden_size": 2560,
    "initializer_range": 0.02,
    "intermediate_size": 10240,
    "layernorm_num_groups": 2,
    "max_position_embeddings": 524288,
    "model_type": "k2_horizon",
    "num_attention_heads": 32,
    "num_hidden_layers": 36,
    "num_key_value_heads": 8,
    "pad_token_id": 0,
    "query_key_norm": false,
    "rms_norm_eps": 1e-06,
    "rope_head_dim": 128,
    "rope_parameters": {
      "rope_theta": 10000000.0,
      "rope_type": "default"
    },
    "rope_theta": 10000000.0,
    "sliding_window": null,
    "tie_word_embeddings": false,
    "torch_dtype": "bfloat16",
    "use_cache": true,
    "use_sliding_window": false,
    "vocab_size": 250624,
    "num_experts": 0,
    "num_experts_per_tok": 0,
    "num_shared_experts": 0,
    "mova_num_experts": 0,
    "mova_num_experts_per_tok": 0,
    "moe_intermediate_size": 0,
    "attention_gate_func": null,
    "mlp_only_layers": [
      0,
      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
    ]
  },
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "5.5.4"
}