ultravox-v0_3 / config.json
farzadab's picture
Update config.json
0bf02e2 verified
{
"_name_or_path": "/home/ubuntu/Disk/ultravox/artifacts/model-zhuang.2024-07-31-ultravox.blsp-kd-2a-v5",
"architectures": [
"UltravoxModel"
],
"audio_config": {
"_name_or_path": "openai/whisper-small",
"activation_dropout": 0.0,
"activation_function": "gelu",
"apply_spec_augment": false,
"architectures": [
"WhisperForConditionalGeneration"
],
"attention_dropout": 0.0,
"begin_suppress_tokens": [
220,
50257
],
"bos_token_id": 50257,
"d_model": 768,
"decoder_attention_heads": 12,
"decoder_ffn_dim": 3072,
"decoder_layerdrop": 0.0,
"decoder_layers": 12,
"decoder_start_token_id": 50258,
"dropout": 0.0,
"encoder_attention_heads": 12,
"encoder_ffn_dim": 3072,
"encoder_layerdrop": 0.0,
"encoder_layers": 12,
"eos_token_id": 50257,
"forced_decoder_ids": [
[
1,
50259
],
[
2,
50359
],
[
3,
50363
]
],
"init_std": 0.02,
"is_encoder_decoder": true,
"max_length": 448,
"max_source_positions": 1500,
"max_target_positions": 448,
"median_filter_width": 7,
"model_type": "whisper",
"num_hidden_layers": 12,
"num_mel_bins": 80,
"pad_token_id": 50257,
"scale_embedding": false,
"suppress_tokens": [
1,
2,
7,
8,
9,
10,
14,
25,
26,
27,
28,
29,
31,
58,
59,
60,
61,
62,
63,
90,
91,
92,
93,
359,
503,
522,
542,
873,
893,
902,
918,
922,
931,
1350,
1853,
1982,
2460,
2627,
3246,
3253,
3268,
3536,
3846,
3961,
4183,
4667,
6585,
6647,
7273,
9061,
9383,
10428,
10929,
11938,
12033,
12331,
12562,
13793,
14157,
14635,
15265,
15618,
16553,
16604,
18362,
18956,
20075,
21675,
22520,
26130,
26161,
26435,
28279,
29464,
31650,
32302,
32470,
36865,
42863,
47425,
49870,
50254,
50258,
50360,
50361,
50362
],
"torch_dtype": "float32",
"use_cache": true,
"vocab_size": 51865
},
"audio_model_id": "openai/whisper-small",
"audio_token_index": 32000,
"auto_map": {
"AutoConfig": "ultravox_config.UltravoxConfig",
"AutoModel": "ultravox_model.UltravoxModel",
"AutoProcessor": "ultravox_processing.UltravoxProcessor"
},
"custom_pipelines": {
"ultravox-pipeline": {
"impl": "ultravox_pipeline.UltravoxPipeline",
"pt": [
"AutoModel"
],
"tf": [],
"type": "multimodal"
}
},
"hidden_size": 4096,
"ignore_index": -100,
"initializer_range": 0.02,
"model_type": "ultravox",
"norm_init": 0.4,
"projector_act": "swiglu",
"stack_factor": 8,
"text_config": {
"_name_or_path": "meta-llama/Meta-Llama-3.1-8B-Instruct",
"architectures": [
"LlamaForCausalLM"
],
"bos_token_id": 128000,
"eos_token_id": [
128001,
128008,
128009
],
"intermediate_size": 14336,
"max_position_embeddings": 131072,
"model_type": "llama",
"num_key_value_heads": 8,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"torch_dtype": "bfloat16",
"vocab_size": 128256
},
"text_model_id": null,
"torch_dtype": "bfloat16",
"transformers_version": "4.43.2",
"vocab_size": 128256
}