Mistral Pro 8B V0.1 by TencentARC

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  Autotrain compatible Dataset:bigcode/the-stack-dedu... Dataset:eleutherai/proof-pile-... Dataset:huggingfacetb/cosmoped...   Dataset:math-ai/automathtext   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Mistral Pro 8B V0.1 Benchmarks

Mistral Pro 8B V0.1 (TencentARC/Mistral_Pro_8B_v0.1)

Mistral Pro 8B V0.1 Parameters and Internals

Model Type 
text generation, programming, mathematics
Use Cases 
Areas:
NLP tasks, programming, mathematics
Primary Use Cases:
programming, mathematics, general language tasks
Limitations:
Challenges specific to highly specialized domains or tasks
Supported Languages 
en (English)
Training Details 
Data Sources:
HuggingFaceTB/cosmopedia, EleutherAI/proof-pile-2, bigcode/the-stack-dedup, math-ai/AutoMathText
Methodology:
Enhanced by the addition of Transformer blocks
Responsible Ai Considerations 
Mitigation Strategies:
Users should be aware of potential biases in the model and use it responsibly.
LLM NameMistral Pro 8B V0.1
Repository ๐Ÿค—https://huggingface.co/TencentARC/Mistral_Pro_8B_v0.1 
Model Size8b
Required VRAM17.9 GB
Updated2025-03-11
MaintainerTencentARC
Model Typemistral
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   3.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
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 TencentARC/Mistral_Pro_8B_v0.1.

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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