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Mistral 7B OpenOrca by Open-Orca

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

  23938   
  Arxiv:2301.13688   Arxiv:2306.02707   Autotrain compatible   Conversational   Dataset:open-orca/openorca   En   Endpoints compatible   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca 

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: 3.4
LLME Score: 0.32466
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 (Open-Orca/Mistral-7B-OpenOrca)

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
Updated2024-12-22
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

Quantized Models of the Mistral 7B OpenOrca

Model
Likes
Downloads
VRAM
Mistral 7B OpenOrca GGUF246113333 GB
Mistral 7B OpenOrca GPTQ100112124 GB
Mistral 7B OpenOrca AWQ4140094 GB
MasherAI 7B V0.6 GGUF054 GB

Best Alternatives to Mistral 7B OpenOrca

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB26689
MegaBeam Mistral 7B 512K512K / 14.4 GB711346
SpydazWeb AI HumanAI RP512K / 14.4 GB261
SpydazWeb AI HumanAI 002512K / 14.4 GB191
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB328215
Hebrew Mistral 7B 200K256K / 30 GB319315
Astral 256K 7B V2250K / 14.4 GB190
Astral 256K 7B250K / 14.4 GB160
Boptruth Agatha 7B128K / 14.4 GB4750
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 v20241217
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