LNO / config.json
jva96160's picture
Upload 22 files
3284d90 verified
{
"architectures": [
"NemotronOmniForConditionalGeneration"
],
"initializer_range": 0.02,
"text_config": {
"attention_bias": false,
"model_type": "llama_text",
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": 128001,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 3072,
"intermediate_size": 9216,
"max_position_embeddings": 131072,
"mlp_bias": false,
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 4.0,
"low_freq_factor": 1.0,
"high_freq_factor": 4.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 3565775107.2609234,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.47.1",
"use_cache": true,
"vocab_size": 128256
},
"audio_config": {
"activation": "swish",
"activation_checkpointing": {
"interval": 1,
"module": "transformer",
"offload": false
},
"attention_dim": 1024,
"attention_heads": 16,
"batch_norm": false,
"bias_in_glu": true,
"causal": true,
"chunk_size": -1,
"cnn_layer_norm": true,
"conv_activation": "swish",
"conv_glu_type": "swish",
"depthwise_multiplier": 1,
"depthwise_seperable_out_channel": 1024,
"dropout_rate": 0.0,
"encoder_embedding_config": {
"input_size": 80
},
"ext_pw_kernel_size": 1,
"ext_pw_out_channel": 1024,
"input_layer": "nemo_conv",
"input_size": 80,
"kernel_size": 3,
"left_chunk": 18,
"linear_units": 1536,
"nemo_conv_settings": {
"conv_channels": 1024
},
"num_blocks": 24,
"relative_attention_bias_args": {
"t5_bias_max_distance": 500,
"type": "t5"
},
"time_reduction": 8
},
"speech_lora": {
"dp": 0.01,
"layer": "((layers.*self_attn\\.(q|k|v|o)_proj)|(layers.*mlp\\.(gate|up|down)_proj))",
"lora_alpha": 320,
"r": 320,
"use_rslora": true
},
"auto_map": {
"AutoConfig": "configuration_nemotronOmni.NemotronOmniConfig",
"AutoModel": "modeling_NemotronOmni.NemotronOmniForConditionalGeneration"
},
"audio_token_index": 128255,
"boa_token_index": 128253,
"eoa_token_index": 128254,
"eos_token_id": [
128001,
128008,
128009
],
"model_type": "NemotronOmni"
}