Mixtral 8x7b Instruct V0.1 Int4 Ov by OpenVINO

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  Autotrain compatible Base model:mistralai/mixtral-8... Base model:quantized:mistralai...   En   Endpoints compatible   Instruct   Mixtral   Moe   Openvino   Region:us

Mixtral 8x7b Instruct V0.1 Int4 Ov Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral 8x7b Instruct V0.1 Int4 Ov (OpenVINO/mixtral-8x7b-instruct-v0.1-int4-ov)

Mixtral 8x7b Instruct V0.1 Int4 Ov Parameters and Internals

Model Type 
text generation
Supported Languages 
en (proficient)
Input Output 
Input Format:
text inputs through AutoTokenizer
Accepted Modalities:
text
Output Format:
generated text through OVModelForCausalLM
LLM NameMixtral 8x7b Instruct V0.1 Int4 Ov
Repository ๐Ÿค—https://huggingface.co/OpenVINO/mixtral-8x7b-instruct-v0.1-int4-ov 
Base Model(s)  mistralai/Mixtral-8x7B-Instruct-v0.1   mistralai/Mixtral-8x7B-Instruct-v0.1
Required VRAM0 GB
Updated2025-02-05
MaintainerOpenVINO
Model Typemixtral
Instruction-BasedYes
Model Files  0.0 GB   28.7 GB   0.0 GB
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.1
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 OpenVINO/mixtral-8x7b-instruct-v0.1-int4-ov.

Rank the Mixtral 8x7b Instruct V0.1 Int4 Ov 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