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Phi 3 Mini 4K Instruct Onnx by microsoft

 »  All LLMs  »  microsoft  »  Phi 3 Mini 4K Instruct Onnx   URL Share it on

  658   
  Arxiv:2306.00978   Autotrain compatible   Conversational   Custom code   Dml   Instruct   Onnx   Onnxruntime   Phi3   Region:us
Model Card on HF 🤗: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct-onnx 

Phi 3 Mini 4K Instruct Onnx Benchmarks

LLME Score: 0.21116
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 4K Instruct Onnx (microsoft/Phi-3-mini-4k-instruct-onnx)

Phi 3 Mini 4K Instruct Onnx Parameters and Internals

Model Type 
ONNX
Additional Notes 
Phi-3 Mini is optimized for ONNX Runtime to accelerate inference on CPU and GPU and tested across diverse platforms.
Supported Languages 
Python (full), C (full), C++ (full)
Training Details 
Data Sources:
synthetic data, filtered websites
Methodology:
Supervised fine-tuning and direct preference optimization
Context Length:
4096
Hardware Used:
RTX 4090 (DirectML), 1 A100 80GB GPU, Standard_ND96amsr_A100_v4, Standard F64s v2, Samsung Galaxy S21
LLM NamePhi 3 Mini 4K Instruct Onnx
Repository 🤗https://huggingface.co/microsoft/Phi-3-mini-4k-instruct-onnx 
Updated2025-02-22
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.39.3
Vocabulary Size32064
Torch Data Typebfloat16

Best Alternatives to Phi 3 Mini 4K Instruct Onnx

Best Alternatives
Context / RAM
Downloads
Likes
Phi 3.5 Mini Instruct Onnx128K /  GB35527
Phi 3.5 Mini Instruct Onnx Web128K /  GB63913
Phi 3 Mini 128K Instruct Onnx128K /  GB359187
...Medium 128K Instruct Onnx Cuda128K /  GB13523
...i 3 Mini 128K Instruct Ov Int4128K / 2 GB110
...3 Mini 128K Instruct Asym Int4128K / 2.5 GB1740
... Medium 128K Instruct Onnx Cpu128K /  GB6511
...um 128K Instruct Onnx Directml128K /  GB575
...3 Mini 128K Instruct Asym Int4128K / 2.5 GB1220
Model1128K / 0.8 GB200
Note: green Score (e.g. "73.2") means that the model is better than microsoft/Phi-3-mini-4k-instruct-onnx.

Rank the Phi 3 Mini 4K Instruct Onnx Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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