Automatic Speech Recognition
Transformers
Safetensors
phi4mm
text-generation
nlp
code
audio
speech-summarization
speech-translation
visual-question-answering
phi-4-multimodal
phi
phi-4-mini
custom_code
Eval Results
Instructions to use microsoft/Phi-4-multimodal-instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use microsoft/Phi-4-multimodal-instruct with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="microsoft/Phi-4-multimodal-instruct", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("microsoft/Phi-4-multimodal-instruct", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
update readme
Browse files
README.md
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📖 [Phi-4-multimodal Technical Report](https://aka.ms/phi-4-multimodal/techreport) <br>
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🏡 [Phi Portal](https://aka.ms/phi-4-multimodal/azure) <br>
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👩🍳 [Phi Cookbook](https://github.com/microsoft/PhiCookBook) <br>
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🖥️ Try It on [Azure](https://aka.ms/phi-4-multimodal/azure), [Nvidia Playgroud](https://aka.ms/phi-4-multimodal/nvidia)
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📱Huggingface [Thoughts Organizer](https://huggingface.co/spaces/microsoft/ThoughtsOrganizer) [Stories Come Alive](https://huggingface.co/spaces/microsoft/StoriesComeAlive) <br>
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**Phi-4**: [[multimodal-instruct](https://huggingface.co/microsoft/Phi-4-multimodal-instruct) | [onnx](https://huggingface.co/microsoft/Phi-4-multimodal-instruct)]; [[mini-instruct]](https://huggingface.co/microsoft/Phi-4-mini-instruct);
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## Intended Uses
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📖 [Phi-4-multimodal Technical Report](https://aka.ms/phi-4-multimodal/techreport) <br>
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🏡 [Phi Portal](https://aka.ms/phi-4-multimodal/azure) <br>
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👩🍳 [Phi Cookbook](https://github.com/microsoft/PhiCookBook) <br>
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🖥️ Try It on [Azure](https://aka.ms/phi-4-multimodal/azure), [Nvidia Playgroud](https://aka.ms/phi-4-multimodal/nvidia) <br>
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**Phi-4**: [[multimodal-instruct](https://huggingface.co/microsoft/Phi-4-multimodal-instruct) | [onnx](https://huggingface.co/microsoft/Phi-4-multimodal-instruct)]; [[mini-instruct]](https://huggingface.co/microsoft/Phi-4-mini-instruct);
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</video>
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</div>
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📱Huggingface Spaces [Thoughts Organizer](https://huggingface.co/spaces/microsoft/ThoughtsOrganizer), [Stories Come Alive](https://huggingface.co/spaces/microsoft/StoriesComeAlive) <br>
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## Intended Uses
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