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Zephyr 7B Alpha AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Zephyr 7B Alpha AWQ   URL Share it on

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  Arxiv:2305.18290   4-bit   Autotrain compatible   Awq Base model:huggingfaceh4/zephy... Base model:quantized:huggingfa...   Dataset:openbmb/ultrafeedback   Dataset:stingning/ultrachat   En   Generated from trainer   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/zephyr-7B-alpha-AWQ 

Zephyr 7B Alpha AWQ Benchmarks

LLME Score: 0.14806
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr 7B Alpha AWQ (TheBloke/zephyr-7B-alpha-AWQ)

Zephyr 7B Alpha AWQ Parameters and Internals

Model Type 
GPT-like, text-generation
Use Cases 
Areas:
Research
Primary Use Cases:
Chat applications
Limitations:
May generate problematic outputs
Supported Languages 
en (primarily)
Training Details 
Data Sources:
stingning/ultrachat, openbmb/UltraFeedback
Methodology:
Fine-tuning using Direct Preference Optimization (DPO).
Responsible Ai Considerations 
Transparency:
Not provided
Accountability:
Not specified
Input Output 
Input Format:
<|system|> ~~ <|user|> {prompt}~~ <|assistant|>
Accepted Modalities:
text
Release Notes 
Version:
7B-alpha
Notes:
First release, a fine-tuned version of mistralai/Mistral-7B-v0.1.
LLM NameZephyr 7B Alpha AWQ
Repository 🤗https://huggingface.co/TheBloke/zephyr-7B-alpha-AWQ 
Model NameZephyr 7B Alpha
Model CreatorHugging Face H4
Base Model(s)  Zephyr 7B Alpha   HuggingFaceH4/zephyr-7b-alpha
Model Size7b
Required VRAM4.2 GB
Updated2024-12-22
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Mistral 7B Instruct V0.1 AWQ32K / 4.2 GB17633437
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Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB250
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB90
Mahou 1.3a Mistral 7B AWQ32K / 4.2 GB111
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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-7B-alpha-AWQ.

Rank the Zephyr 7B Alpha AWQ Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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