Visual Question Answering
Transformers
Safetensors
English
phi4mm
text-generation
phi4
gptq
quantized
compressed-tensors
vision-language
audio
multimodal
vllm
custom_code
Instructions to use Swicked86/phi4-mm-gptq with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Swicked86/phi4-mm-gptq with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("visual-question-answering", model="Swicked86/phi4-mm-gptq", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("Swicked86/phi4-mm-gptq", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "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, | |
| "dtype": "bfloat16", | |
| "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, | |
| "img_processor": null, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 8192, | |
| "interpolate_factor": 1, | |
| "lm_head_bias": false, | |
| "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, | |
| "quantization_config": { | |
| "config_groups": { | |
| "group_0": { | |
| "format": "pack-quantized", | |
| "input_activations": null, | |
| "output_activations": null, | |
| "targets": [ | |
| "Linear" | |
| ], | |
| "weights": { | |
| "actorder": "static", | |
| "block_structure": null, | |
| "dynamic": false, | |
| "group_size": 128, | |
| "num_bits": 4, | |
| "observer": "memoryless_minmax", | |
| "observer_kwargs": {}, | |
| "scale_dtype": null, | |
| "strategy": "group", | |
| "symmetric": true, | |
| "type": "int", | |
| "zp_dtype": null | |
| } | |
| } | |
| }, | |
| "format": "pack-quantized", | |
| "global_compression_ratio": null, | |
| "ignore": [ | |
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