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Mistral 7B OpenOrca by Open-Orca

 »  All LLMs  »  Open-Orca  »  Mistral 7B OpenOrca   URL Share it on

  28828   
  Arxiv:2301.13688   Arxiv:2306.02707   Autotrain compatible   Conversational   Dataset:open-orca/openorca   En   Endpoints compatible   Mistral   Pytorch   Region:us   Sharded

Mistral 7B OpenOrca Benchmarks

MMLU Pro: 18.37
GPQA: 2.91
MUSR: 5.89
BBH: 25.84
IFEval: 49.78 vs 88 (so35)-43.4%
ARC: 64.08 vs 96.7 (so35)-33.7%
HellaSwag: 83.99 vs 95.3 (gpt4)-11.9%
MMLU: 62.24 vs 88.3 (so35)-29.5%
TruthfulQA: 53.05 vs 59 (gpt4)-10.1%
WinoGrande: 77.74 vs 87.5 (gpt4)-11.2%
GSM8K: 19.94 vs 96.4 (so35)-79.3%
MATH Lvl 5: 2.95
LLME Score: 0.34255
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B OpenOrca Parameters and Internals

LLM NameMistral 7B OpenOrca
Repository 🤗https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca 
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
MaintainerOpen-Orca
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16
Mistral 7B OpenOrca (Open-Orca/Mistral-7B-OpenOrca)

Quantized Models of the Mistral 7B OpenOrca

Model
Likes
Downloads
VRAM
Mistral 7B OpenOrca GPTQ991199844 GB
Mistral 7B OpenOrca GGUF24570553 GB
Mistral 7B OpenOrca AWQ4051444 GB
MasherAI 7B V0.6 GGUF074 GB

Best Alternatives to Mistral 7B OpenOrca

Best Alternatives
Context / RAM
Downloads
Likes
MegaBeam Mistral 7B 512K512K / 14.4 GB5688838
...daz Web AI ChatML 512K Project512K / 14.5 GB170
MegaBeam Mistral 7B 300K282K / 14.4 GB23715
Hebrew Mistral 7B 200K256K / 30 GB270415
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB70
Test001128K / 14.5 GB250
Test002128K / 29 GB180
Buddhi 128K Chat 7B128K / 14.4 GB16715
LuminRP 7B 128K V0.2128K / 14.4 GB140
Note: green Score (e.g. "73.2") means that the model is better than Open-Orca/Mistral-7B-OpenOrca.

Rank the Mistral 7B OpenOrca 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 v2024072803
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