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Phi 3 Mini 4K Instruct by microsoft

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Phi 3 Mini 4K Instruct Benchmarks

LMSys ELO: 1066  vs  1158  (GPT-4) -7.9%
nn.n% — How the model compares to the GPT-4.

Rank the Phi 3 Mini 4K Instruct 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  
Phi 3 Mini 4K Instruct (microsoft/Phi-3-mini-4k-instruct)

Quantized Models of the Phi 3 Mini 4K Instruct

Model
Likes
Downloads
VRAM
Phi 3 Mini 4K Instruct GGUF331871 GB
...hi 3 Mini 4K Instruct Bnb 4bit22402 GB
...i 3 Mini 4K Instruct IMat GGUF16970 GB

Best Alternatives to Phi 3 Mini 4K Instruct

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Phi3 4K69.64K / 7.7 GB440
...hi 3 Medical Instruct Themanas—128K / 4 GB2871
Phi 3 Mini 128K Instruct FP8—128K / 4 GB2890
Phi Marketing—128K / 7.6 GB2701
...i 3 Mini 128K Function Calling—128K / 7.6 GB1151
Phi3 Presidents—128K / 7.6 GB240
Phi3 MoE—128K / 7.6 GB180
... Sft Mathinstruct Lima Partial—128K / 7.6 GB130
...hi3 Lora Post Sft Kto Sft Qasc—128K / 7.6 GB90
...hi3 Lora Sft Mathinstruct Lima—128K / 7.6 GB70
Note: green Score (e.g. "73.2") means that the model is better than microsoft/Phi-3-mini-4k-instruct.

Phi 3 Mini 4K Instruct Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct
RepositoryOpen on 🤗 
Model Size3.8b
Required VRAM7.7 GB
Updated2024-07-04
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Initializer Range0.02
Torch Data Typebfloat16
Embedding Dropout0

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801
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