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Phi 3 Mini 128K Instruct Onnx by microsoft

 »  All LLMs  »  microsoft  »  Phi 3 Mini 128K Instruct Onnx   URL Share it on

  411   
  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-128k-instruct-onnx 

Phi 3 Mini 128K Instruct Onnx Benchmarks

LLME Score: 0.23994
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 128K Instruct Onnx (microsoft/Phi-3-mini-128k-instruct-onnx)

Phi 3 Mini 128K Instruct Onnx Parameters and Internals

Model Type 
ONNX
Use Cases 
Areas:
research, commercial applications
Applications:
NLP, conversational AI
Primary Use Cases:
instruction adherence, generative AI
Additional Notes 
Prioritize precision suitable for target devices; Acc-level models balance latency vs. accuracy.
Input Output 
Input Format:
ONNX format to run with ONNX Runtime on CPU, GPU, and mobile.
Accepted Modalities:
text
Output Format:
Generative text outputs.
Performance Tips:
Optimized configurations are available for int4 DML, fp16 CUDA, int4 CUDA, CPU, and Mobile.
LLM NamePhi 3 Mini 128K Instruct Onnx
Repository 🤗https://huggingface.co/microsoft/Phi-3-mini-128k-instruct-onnx 
Updated2024-12-22
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.39.3
Vocabulary Size32064
Torch Data Typebfloat16

Best Alternatives to Phi 3 Mini 128K Instruct Onnx

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Context / RAM
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Phi 3.5 Mini Instruct Onnx128K /  GB31722
Phi 3.5 Mini Instruct Onnx Web128K /  GB71812
...Medium 128K Instruct Onnx Cuda128K /  GB46623
... Medium 128K Instruct Onnx Cpu128K /  GB48811
...i 3 Mini 128K Instruct Onnx Tf128K /  GB3991
...i 3 Mini 128K Instruct Ov Int4128K / 0 GB80
...um 128K Instruct Onnx Directml128K /  GB425
Model1128K / 0.8 GB80
...3 Mini 128K Instruct Asym Int4128K / 2.5 GB70
...i 3 Mini 128K Instruct Ov Int8128K / 0 GB231
Note: green Score (e.g. "73.2") means that the model is better than microsoft/Phi-3-mini-128k-instruct-onnx.

Rank the Phi 3 Mini 128K Instruct Onnx Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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