NexaAI / phi4-mini-npu-turbo

huggingface.co
Total runs: 34
24-hour runs: 0
7-day runs: -17
30-day runs: -17
Model's Last Updated: November 07 2025
text-generation

Introduction of phi4-mini-npu-turbo

Model Details of phi4-mini-npu-turbo

Phi-4-mini

Run Phi-4-mini optimized for Qualcomm NPUs with nexaSDK .

Quickstart
  1. Install nexaSDK and create a free account at sdk.nexa.ai

  2. Activate your device with your access token:

    nexa config set license '<access_token>'
    
  3. Run the model on Qualcomm NPU in one line:

    nexa infer NexaAI/phi4-mini-npu-turbo
    
Model Description

Phi-4-mini is a ~3.8B-parameter instruction-tuned model from Microsoft’s Phi-4 family. Trained on a blend of synthetic “textbook-style” data, filtered public web content, curated books/Q&A, and high-quality supervised chat data, it emphasizes reasoning-dense capabilities while maintaining a compact footprint. This NPU Turbo build uses Nexa’s Qualcomm backend (QNN/Hexagon) to deliver lower latency and higher throughput on-device, with support for 128K context and efficient long-context memory handling.

Features
  • Lightweight yet capable : strong reasoning (math/logic) in a compact 3.8B model.
  • Instruction-following : enhanced SFT + DPO alignment for reliable chat.
  • Content generation : drafting, completion, summarization, code comments, and more.
  • Conversational AI : context-aware assistants/agents with long-context support (128K).
  • NPU-Turbo path : INT8/INT4 quantization, op fusion, and KV-cache residency for Snapdragon® NPUs via nexaSDK.
  • Customizable : fine-tune/adapt for domain-specific or enterprise use.
Use Cases
  • Personal & enterprise chatbots
  • On-device/offline assistants (latency-bound scenarios)
  • Document/report/email summarization
  • Education, tutoring, and STEM reasoning tools
  • Vertical applications (e.g., healthcare, finance, legal) with appropriate safeguards
Inputs and Outputs

Input :

  • Text prompts or conversation history (chat-format, tokenized sequences).

Output :

  • Generated text: responses, explanations, or creative content.
  • Optionally: raw logits/probabilities for advanced downstream tasks.
License
References

📰 Phi-4-mini Microsoft Blog
📖 Phi-4-mini Technical Report
👩‍🍳 Phi Cookbook
🚀 Model paper

Runs of NexaAI phi4-mini-npu-turbo on huggingface.co

34
Total runs
0
24-hour runs
-2
3-day runs
-17
7-day runs
-17
30-day runs

More Information About phi4-mini-npu-turbo huggingface.co Model

phi4-mini-npu-turbo huggingface.co

phi4-mini-npu-turbo huggingface.co is an AI model on huggingface.co that provides phi4-mini-npu-turbo's model effect (), which can be used instantly with this NexaAI phi4-mini-npu-turbo model. huggingface.co supports a free trial of the phi4-mini-npu-turbo model, and also provides paid use of the phi4-mini-npu-turbo. Support call phi4-mini-npu-turbo model through api, including Node.js, Python, http.

phi4-mini-npu-turbo huggingface.co Url

https://huggingface.co/NexaAI/phi4-mini-npu-turbo

NexaAI phi4-mini-npu-turbo online free

phi4-mini-npu-turbo huggingface.co is an online trial and call api platform, which integrates phi4-mini-npu-turbo's modeling effects, including api services, and provides a free online trial of phi4-mini-npu-turbo, you can try phi4-mini-npu-turbo online for free by clicking the link below.

NexaAI phi4-mini-npu-turbo online free url in huggingface.co:

https://huggingface.co/NexaAI/phi4-mini-npu-turbo

phi4-mini-npu-turbo install

phi4-mini-npu-turbo is an open source model from GitHub that offers a free installation service, and any user can find phi4-mini-npu-turbo on GitHub to install. At the same time, huggingface.co provides the effect of phi4-mini-npu-turbo install, users can directly use phi4-mini-npu-turbo installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

phi4-mini-npu-turbo install url in huggingface.co:

https://huggingface.co/NexaAI/phi4-mini-npu-turbo

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