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Phi 3 Medium 128K Instruct Onnx Directml by microsoft

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

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  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-medium-128k-instruct-onnx-directml 

Phi 3 Medium 128K Instruct Onnx Directml Benchmarks

LLME Score: 0.20134
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Medium 128K Instruct Onnx Directml (microsoft/Phi-3-medium-128k-instruct-onnx-directml)

Phi 3 Medium 128K Instruct Onnx Directml Parameters and Internals

Model Type 
text generation, conversational
Supported Languages 
Python (NLP), C (NLP), C++ (NLP)
Training Details 
Data Sources:
Synthetic data, Filtered publicly available websites
Methodology:
Post-training supervised fine-tuning and direct preference optimization
Context Length:
128000
Hardware Used:
RTX 4090 GPU
Input Output 
Accepted Modalities:
text
LLM NamePhi 3 Medium 128K Instruct Onnx Directml
Repository 🤗https://huggingface.co/microsoft/Phi-3-medium-128k-instruct-onnx-directml 
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

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Phi 3.5 Mini Instruct Onnx128K /  GB31722
Phi 3.5 Mini Instruct Onnx Web128K /  GB71812
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...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-medium-128k-instruct-onnx-directml.

Rank the Phi 3 Medium 128K Instruct Onnx Directml 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 v20241217
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