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Mistral 7B OpenOrca by Open-Orca

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

  24980   
  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: 3.4
LLME Score: 0.32805
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
Updated2024-11-21
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 GPTQ1004420444 GB
Mistral 7B OpenOrca GGUF24692793 GB
Mistral 7B OpenOrca AWQ4195254 GB
MasherAI 7B V0.6 GGUF064 GB

Best Alternatives to Mistral 7B OpenOrca

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB25148
MegaBeam Mistral 7B 512K512K / 14.4 GB1478743
SpydazWeb AI HumanAI RP512K / 14.4 GB971
SpydazWeb AI HumanAI 002512K / 14.4 GB171
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB312215
Hebrew Mistral 7B 200K256K / 30 GB318315
Astral 256K 7B250K / 14.4 GB130
Astral 256K 7B V2250K / 14.4 GB120
Boptruth Agatha 7B128K / 14.4 GB5360
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

🆘 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 v20241110
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