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Phi 3 Mini 4K Instruct Bnb 4bit by leliuga

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  4-bit   4bit   Autotrain compatible Base model:microsoft/phi-3-min...   Bitsandbytes   Conversational   Custom code   Instruct   License:other   Phi-3-mini-4k-instruct   Phi3   Quantized   Region:us   Safetensors

Phi 3 Mini 4K Instruct Bnb 4bit Benchmarks

LMSys ELO: 939  vs  1158  (GPT-4) -18.9%
nn.n% — How the model compares to the GPT-4.

Rank the Phi 3 Mini 4K Instruct Bnb 4bit 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  
Phi 3 Mini 4K Instruct Bnb 4bit (leliuga/Phi-3-mini-4k-instruct-bnb-4bit)

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...hi 3 Mini 4K Instruct Bnb 4bit—4K / 2.3 GB60
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Quantized Phi 3 Mini 4K—4K / 2.3 GB131
Phi3 Mental Health—4K / 2.7 GB7311
Orpo Phi—4K / 7.7 GB160

Phi 3 Mini 4K Instruct Bnb 4bit Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct Bnb 4bit
RepositoryOpen on 🤗 
Model NamePhi-3-mini-4k-instruct
Model CreatorMicrosoft
Base Model(s)  Phi 3 Mini 4K Instruct   microsoft/Phi-3-mini-4k-instruct
Model Size2.1b
Required VRAM2.3 GB
Updated2024-07-07
Maintainerleliuga
Model Typephi3
Instruction-BasedYes
Model Files  2.3 GB
Quantization Type4bit
Model ArchitecturePhi3ForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
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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