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Mistral 7B Instruct V0.3 by rubra-ai

 »  All LLMs  »  rubra-ai  »  Mistral 7B Instruct V0.3   URL Share it on

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  Agentic   Autotrain compatible   Conversational   Doi:10.57967/hf/2684   En   Endpoints compatible   Function-calling   Instruct   Mistral   Model-index   Region:us   Rubra   Safetensors   Sharded   Tensorflow   Tool-calling
Model Card on HF 🤗: https://huggingface.co/rubra-ai/Mistral-7B-Instruct-v0.3 

Mistral 7B Instruct V0.3 Benchmarks

LLME Score: 0.1984
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Instruct V0.3 (rubra-ai/Mistral-7B-Instruct-v0.3)

Mistral 7B Instruct V0.3 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
instruction-following tasks, complex interactions, multi-turn function calling
Limitations:
may produce biased or incorrect outputs, outputs influenced by training data biases
Considerations:
Users need to ensure ethical deployment and consider societal impacts.
Supported Languages 
en (fluently)
Training Details 
Data Sources:
proprietary dataset encompassing diverse instruction-following, chat, and function calling data
Methodology:
Additional post-training for high performance in instruction-following tasks and complex interactions including multi-turn function calling.
LLM NameMistral 7B Instruct V0.3
Repository 🤗https://huggingface.co/rubra-ai/Mistral-7B-Instruct-v0.3 
Model Size7b
Required VRAM18 GB
Updated2025-01-24
Maintainerrubra-ai
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   3.1 GB: 4-of-4   0.0 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than rubra-ai/Mistral-7B-Instruct-v0.3.

Rank the Mistral 7B Instruct V0.3 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 v20241227
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