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Mistral 7B V0.1 by mistralai

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

  413022   
  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: 0.36794
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.1 (mistralai/Mistral-7B-v0.1)

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
Updated2025-02-22
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

Quantized Models of the Mistral 7B V0.1

Model
Likes
Downloads
VRAM
Zephyr 7B Beta 5.0bpw EXL21914 GB
Mistral 7B V0.1 GGUF254145963 GB
NousResearch Genstruct 7B GGUF37014 GB
Dragoman112222 GB
...edia Ru Pruned 0.1 Merged GGUF067 GB
Cosmosage V24404 GB
...arch Nous Hermes 2 Vision GGUF22206615 GB
Dragoman 4bit104 GB
...Mistral 7B AWQ GEMM 4 128 True2644 GB
...Hermes 2.5 Mistral 7B Mlx 4bit1144 GB

Best Alternatives to Mistral 7B V0.1

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
MegaBeam Mistral 7B 512K512K / 14.4 GB568150
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB563316
Hebrew Mistral 7B 200K256K / 30 GB1461915
Astral 256K 7B V2250K / 14.4 GB70
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 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 v20241227
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