RoMistral 7B Instruct by OpenLLM-Ro

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  Arxiv:2406.18266   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational Dataset:openllm-ro/ro sft alpa... Dataset:openllm-ro/ro sft alpa... Dataset:openllm-ro/ro sft came... Dataset:openllm-ro/ro sft doll... Dataset:openllm-ro/ro sft noro...   Dataset:openllm-ro/ro sft orca Dataset:openllm-ro/ro sft self...   Endpoints compatible   Instruct   Mistral   Model-index   Region:us   Ro   Safetensors   Sharded   Tensorflow

RoMistral 7B Instruct Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RoMistral 7B Instruct (OpenLLM-Ro/RoMistral-7b-Instruct)

RoMistral 7B Instruct Parameters and Internals

LLM NameRoMistral 7B Instruct
Repository ๐Ÿค—https://huggingface.co/OpenLLM-Ro/RoMistral-7b-Instruct 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-10-09
MaintainerOpenLLM-Ro
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesro
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than OpenLLM-Ro/RoMistral-7b-Instruct.

Rank the RoMistral 7B Instruct 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