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Mistral 7B V0.1 by mistralai

 »  All LLMs  »  mistralai  »  Mistral 7B V0.1   URL Share it on

  302217   
  Arxiv:2310.06825   Autotrain compatible   En   Endpoints compatible   Mistral   Pretrained   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mistralai/Mistral-7B-v0.1 

Mistral 7B V0.1 Benchmarks

MMLU Pro: 22.36
GPQA: 5.59
MUSR: 10.68
BBH: 22.02
IFEval: 23.86 vs 88 (so35)-72.9%
ARC: 83.6 vs 96.7 (so35)-13.5%
HellaSwag: 78.9 vs 95.3 (gpt4)-17.2%
MMLU: 64.1 vs 88.3 (so35)-27.4%
TruthfulQA: 42.15 vs 59 (gpt4)-28.6%
WinoGrande: 78.37 vs 87.5 (gpt4)-10.4%
GSM8K: 47.5 vs 96.4 (so35)-50.7%
OpenCompas: 53.6 vs 73.3 (gpt4)-26.9%
Exam: 63.7 vs 77.2 (gpt4)-17.5%
Language: 41.9 vs 62 (gpt4)-32.4%
Knowledge: 58.1 vs 73.5 (gpt4)-21%
Understand: 62.3 vs 70 (gpt4)-11%
Reasoning: 49.8 vs 74.4 (gpt4)-33.1%
MATH Lvl 5: 2.95
LLME Score: 0.3643
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Mistral 7B V0.1 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Mistral 7B is a pretrained base model and does not have any moderation mechanisms.
LLM NameMistral 7B V0.1
Repository 🤗https://huggingface.co/mistralai/Mistral-7B-v0.1 
Model Size7b
Required VRAM14.4 GB
Updated2025-06-09
Maintainermistralai
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2   9.9 GB: 1-of-2   5.1 GB: 2-of-2
Supported Languagesen
Gated ModelYes
Model ArchitectureMistralForCausalLM
Licenseproprietary
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B V0.1 (mistralai/Mistral-7B-v0.1)

Quantized Models of the Mistral 7B V0.1

Model
Likes
Downloads
VRAM
Mistral 7B V0.1 GGUF261111253 GB
Zephyr 7B Beta 5.0bpw EXL211014 GB
NousResearch Genstruct 7B GGUF35114 GB
Cosmosage V24334 GB
...edia Ru Pruned 0.1 Merged GGUF0217 GB
Dragoman121632 GB
...arch Nous Hermes 2 Vision GGUF23140015 GB
Dragoman 4bit104 GB
Mistral 7B V0.1 AWQ3170954 GB
...Hermes 2.5 Mistral 7B Mlx 4bit1114 GB

Best Alternatives to Mistral 7B V0.1

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB168216
MegaBeam Mistral 7B 512K512K / 14.4 GB732050
SpydazWeb AI HumanAI RP512K / 14.4 GB161
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB693616
Hebrew Mistral 7B 200K256K / 30 GB313315
Astral 256K 7B250K / 14.4 GB100
Astral 256K 7B V2250K / 14.4 GB90

Rank the Mistral 7B V0.1 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 v20241124
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