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Zephyr 7B Beta GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Zephyr 7B Beta GGUF   URL Share it on

  32195   
  Arxiv:2305.18290   Arxiv:2310.16944 Base model:huggingfaceh4/zephy... Base model:quantized:huggingfa... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Generated from trainer   Gguf   Mistral   Quantized   Region:us

Zephyr 7B Beta GGUF Benchmarks

LLME Score: 0.23858
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr 7B Beta GGUF Parameters and Internals

Model Type
GPT-like
Use Cases
Areas:
Research, Educational purposes
Limitations:
May generate problematic outputs when prompted, Lags behind on complex tasks like coding and mathematics
Supported Languages
en (Primary)
Training Details
Data Sources:
HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized
Methodology:Direct Preference Optimization (DPO)
Hardware Used:
multi-GPU, 16 devices
Input Output
Input Format:<|system|>~~<|user|>{prompt}~~<|assistant|>
Accepted Modalities:
text
Output Format:text output
LLM NameZephyr 7B Beta GGUF
Repository 🤗https://huggingface.co/TheBloke/zephyr-7B-beta-GGUF 
Model NameZephyr 7B Beta
Model CreatorHugging Face H4
Base Model(s)  Zephyr 7B Beta   HuggingFaceH4/zephyr-7b-beta
Model Size7b
Required VRAM3.1 GB
Updated2024-11-12
MaintainerTheBloke
Model Typemistral
Model Files  3.1 GB   3.8 GB   3.5 GB   3.2 GB   4.1 GB   4.4 GB   4.1 GB   5.0 GB   5.1 GB   5.0 GB   5.9 GB   7.7 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licensemit
Zephyr 7B Beta GGUF (TheBloke/zephyr-7B-beta-GGUF)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-7B-beta-GGUF.

Rank the Zephyr 7B Beta GGUF 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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