Phi 3 Mini 4K Instruct IMat GGUF by qwp4w3hyb

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  Autotrain compatible Base model:microsoft/phi-3-min...   Code   Conversational   Custom code   En   Endpoints compatible   Gguf   Imatrix   Importance matrix   Instruct   License:mit   Microsoft   Phi   Phi-3   Phi3   Q4   Quantized   Region:us

Phi 3 Mini 4K Instruct IMat GGUF Benchmarks

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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  
Phi 3 Mini 4K Instruct IMat GGUF (qwp4w3hyb/Phi-3-mini-4k-instruct-iMat-GGUF)

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Phi 3 Mini 4K Instruct IMat GGUF Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct IMat GGUF
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Phi 3 Mini 4K Instruct   microsoft/Phi-3-mini-4k-instruct
Required VRAM0.8 GB
Updated2024-07-07
Maintainerqwp4w3hyb
Model Typephi3
Instruction-BasedYes
Model Files  7.6 GB   7.6 GB   15.3 GB   0.8 GB   1.3 GB   1.2 GB   1.1 GB   1.0 GB   1.9 GB   1.7 GB   1.6 GB   1.5 GB   2.2 GB   2.1 GB   2.2 GB   2.4 GB   2.2 GB   2.8 GB   2.6 GB   3.1 GB   4.1 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k|q5_k
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