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Mixtral 8x7B V0.1 GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:mistralai/mixtral-8... Base model:quantized:mistralai...   De   En   Es   Fr   Gptq   It   Mixtral   Moe   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GPTQ 

Mixtral 8x7B V0.1 GPTQ Benchmarks

ARC: 65.19 vs 96.7 (so35)-32.6%
HellaSwag: 84.72 vs 95.3 (gpt4)-11.1%
MMLU: 69.43 vs 88.3 (so35)-21.4%
TruthfulQA: 45.43 vs 59 (gpt4)-23%
WinoGrande: 81.14 vs 87.5 (gpt4)-7.3%
GSM8K: 48.29 vs 96.4 (so35)-49.9%
LLME Score: 0.18822
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral 8x7B V0.1 GPTQ (TheBloke/Mixtral-8x7B-v0.1-GPTQ)

Mixtral 8x7B V0.1 GPTQ Parameters and Internals

Model Type 
mixtral
Use Cases 
Areas:
research, commercial applications
Limitations:
No moderation mechanisms as it's a pre-trained base model
Supported Languages 
fr (fluent), it (fluent), de (fluent), es (fluent), en (fluent)
Training Details 
Data Sources:
VMware Open Instruct for quantization
Context Length:
4096
Model Architecture:
Sparse Mixture of Experts
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
text
LLM NameMixtral 8x7B V0.1 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GPTQ 
Model NameMixtral 8X7B v0.1
Model CreatorMistral AI_
Base Model(s)  mistralai/Mixtral-8x7B-v0.1   mistralai/Mixtral-8x7B-v0.1
Model Size6.1b
Required VRAM23.8 GB
Updated2025-02-05
MaintainerTheBloke
Model Typemixtral
Model Files  23.8 GB
Supported Languagesfr it de es en
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Mixtral-8x7B-v0.1-GPTQ.

Rank the Mixtral 8x7B V0.1 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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