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Zephyr 7B Beta GPTQ by TheBloke

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

  3211   
  Arxiv:2305.18290   Arxiv:2310.16944   4-bit   Autotrain compatible Base model:huggingfaceh4/zephy... Base model:quantized:huggingfa...   Conversational Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Generated from trainer   Gptq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/zephyr-7B-beta-GPTQ 

Zephyr 7B Beta GPTQ Benchmarks

LLME Score: 0.17563
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 GPTQ (TheBloke/zephyr-7B-beta-GPTQ)

Zephyr 7B Beta GPTQ Parameters and Internals

Model Type 
GPT-like, fine-tuned
Use Cases 
Primary Use Cases:
chat-based applications, testing via demo
Limitations:
problematic outputs possible, educational and research use recommended
Considerations:
not aligned to human preferences with techniques like RLHF
Supported Languages 
en (primary)
Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized
Methodology:
Direct Preference Optimization
Hardware Used:
multi-GPU (16 devices)
Input Output 
Input Format:
<|system|> ~~ <|user|> {prompt}~~ <|assistant|>
LLM NameZephyr 7B Beta GPTQ
Repository 🤗https://huggingface.co/TheBloke/zephyr-7B-beta-GPTQ 
Model NameZephyr 7B Beta
Model CreatorHugging Face H4
Base Model(s)  Zephyr 7B Beta   HuggingFaceH4/zephyr-7b-beta
Model Size7b
Required VRAM4.2 GB
Updated2025-02-05
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Zephyr 7B Beta GPTQ

Model
Likes
Downloads
VRAM
Zephyr Finetuned Legal190 GB
Cesar Ptbr070 GB

Best Alternatives to Zephyr 7B Beta GPTQ

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Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB39163850
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB86380
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB189618
...ephyr 7B Beta Channelwise Gptq32K / 4 GB99220
NeuralBeagle14 7B GPTQ32K / 4.2 GB169205
...baraHermes 2.5 Mistral 7B GPTQ32K / 4.2 GB370856
...istral 7B Pruned50 GPTQ Marlin32K / 4 GB760
...phyr 7B Beta Assistant V1 Gptq32K / 4.2 GB791
...l Neural Chat 7B V3.8 Bit Gptq32K / 7.7 GB770
...lai Mistral 7B V0.1 4 Bit Gptq32K / 4.2 GB790
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-7B-beta-GPTQ.

Rank the Zephyr 7B Beta GPTQ 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 v20241227
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