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Microsoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed by PrunaAI

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  4bit   Autotrain compatible Base model:microsoft/phi-3-min...   Conversational   Custom code   Endpoints compatible   Instruct   Phi3   Pruna-ai   Quantized   Region:us

Rank the Microsoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed 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  
Microsoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed (PrunaAI/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed)

Best Alternatives to Microsoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...128K Instruct HQQ 2bit Smashed—128K / 1.4 GB240
...28K Instruct Ov Fp16 Int4 Asym—128K / 2.5 GB760
...m 128K Instruct 3.0bpw H6 EXL2—128K / 5.6 GB70
...m 128K Instruct 5.0bpw H6 EXL2—128K / 8.9 GB150
...m 128K Instruct 6.0bpw H6 EXL2—128K / 10.7 GB43
...m 128K Instruct 8.0bpw H8 EXL2—128K / 13.4 GB204
...dium 128K Instruct 8 0bpw EXL2—128K / 13.4 GB61
Phi 3 Mini 4K Instruct Fp16—4K /  GB81
...i 4K Instruct HQQ 1bit Smashed—4K / 0.9 GB650
...Instruct V0.3 HQQ 1bit Smashed—4K / 0.9 GB80

Microsoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed Parameters and Internals

LLM NameMicrosoft Phi 3 Mini 128K Instruct HQQ 4bit Smashed
RepositoryOpen on 🤗 
Base Model(s)  Phi 3 Mini 128K Instruct   microsoft/Phi-3-mini-128k-instruct
Required VRAM2.3 GB
Updated2024-07-07
MaintainerPrunaAI
Model Typephi3
Instruction-BasedYes
Model Files  2.3 GB
Quantization Type4bit
Model ArchitecturePhi3ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.40.0
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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