| { |
| "_name_or_path": "Phi-4-multimodal-instruct", |
| "architectures": [ |
| "Phi4MMForCausalLM" |
| ], |
| "attention_bias": false, |
| "attention_dropout": 0.0, |
| "audio_processor": { |
| "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 |
| }, |
| "name": "cascades" |
| }, |
| "auto_map": { |
| "AutoConfig": "configuration_phi4mm.Phi4MMConfig", |
| "AutoModelForCausalLM": "modeling_phi4mm.Phi4MMForCausalLM", |
| "AutoTokenizer": "Xenova/gpt-4o" |
| }, |
| "bos_token_id": 199999, |
| "embd_layer": { |
| "audio_embd_layer": { |
| "compression_rate": 8, |
| "downsample_rate": 1, |
| "embedding_cls": "audio", |
| "enable_gradient_checkpointing": true, |
| "projection_cls": "mlp", |
| "use_conv_downsample": false, |
| "use_qformer": false |
| }, |
| "embedding_cls": "image_audio", |
| "image_embd_layer": { |
| "crop_size": 448, |
| "embedding_cls": "tune_image", |
| "enable_gradient_checkpointing": true, |
| "hd_transform_order": "sub_glb", |
| "image_token_compression_cls": "avg_pool_2d", |
| "projection_cls": "mlp", |
| "use_hd_transform": true, |
| "with_learnable_separator": true |
| } |
| }, |
| "embd_pdrop": 0.0, |
| "eos_token_id": 199999, |
| "full_attn_mod": 1, |
| "hidden_act": "silu", |
| "hidden_size": 3072, |
| "initializer_range": 0.02, |
| "intermediate_size": 8192, |
| "interpolate_factor": 1, |
| "lm_head_bias": false, |
| "vision_lora": { |
| "dp": 0.0, |
| "layer": "layers.*((self_attn\\.(qkv_proj|o_proj))|(mlp\\.(gate_up|down)_proj))", |
| "lora_alpha": 512, |
| "r": 256 |
| }, |
| "speech_lora": { |
| "dp": 0.01, |
| "layer": "((layers.*self_attn\\.(qkv|o)_proj)|(layers.*mlp\\.(gate_up|down)_proj))", |
| "lora_alpha": 640, |
| "r": 320 |
| }, |
| "max_position_embeddings": 131072, |
| "mlp_bias": false, |
| "model_type": "phi4mm", |
| "num_attention_heads": 24, |
| "num_hidden_layers": 32, |
| "num_key_value_heads": 8, |
| "original_max_position_embeddings": 4096, |
| "pad_token_id": 199999, |
| "partial_rotary_factor": 0.75, |
| "resid_pdrop": 0.0, |
| "rms_norm_eps": 1e-05, |
| "rope_scaling": { |
| "long_factor": [ |
| 1, |
| 1.118320672, |
| 1.250641126, |
| 1.398617824, |
| 1.564103225, |
| 1.74916897, |
| 1.956131817, |
| 2.187582649, |
| 2.446418898, |
| 2.735880826, |
| 3.059592084, |
| 3.421605075, |
| 3.826451687, |
| 4.279200023, |
| 4.785517845, |
| 5.351743533, |
| 5.984965424, |
| 6.693110555, |
| 7.485043894, |
| 8.370679318, |
| 9.36110372, |
| 10.4687158, |
| 11.70738129, |
| 13.09260651, |
| 14.64173252, |
| 16.37415215, |
| 18.31155283, |
| 20.47818807, |
| 22.90118105, |
| 25.61086418, |
| 28.64115884, |
| 32.03, |
| 32.1, |
| 32.13, |
| 32.23, |
| 32.6, |
| 32.61, |
| 32.64, |
| 32.66, |
| 32.7, |
| 32.71, |
| 32.93, |
| 32.97, |
| 33.28, |
| 33.49, |
| 33.5, |
| 44.16, |
| 47.77 |
| ], |
| "short_factor": [ |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0 |
| ], |
| "type": "longrope" |
| }, |
| "rope_theta": 10000.0, |
| "sliding_window": 262144, |
| "tie_word_embeddings": true, |
| "torch_dtype": "bfloat16", |
| "transformers_version": "4.46.1", |
| "use_cache": true, |
| "vocab_size": 200064, |
| "_attn_implementation": "flash_attention_2" |
| } |
|
|
