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Mistral 7B V0.1 by mistralai

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

  612999   
  Arxiv:2310.06825   Autotrain compatible   En   Endpoints compatible   License:apache-2.0   Mistral   Pretrained   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Mistral 7B V0.1 Benchmarks

HF Avg Score: 68.53  vs  86.1  (GPT-4) -20.4%
ARC: 83.6-13.2%
HellaSwag: 78.9-17.2%
MMLU: 64.1-25.9%
GSM8K: 47.5-48.4%
OpenCompass Avg: 53.6  vs  73.3  (GPT-4) -26.9%
Exam: 63.7-17.5%
Language: 41.9-32.4%
Knowledge: 58.1-21%
Understanding: 62.3-11%
Reasoning: 49.8-33.1%
nn.n% — How the model compares to the GPT-4.

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  
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 GGUF23782963 GB
Mistral 7B V0.1 GPTQ3517774 GB
Mistral 7B V0.1 AWQ291011824 GB
...arch Nous Hermes 2 Vision GGUF19339715 GB
Dragoman103142 GB
Zephyr 7B Beta 5.0bpw EXL25160 GB
...es 2 Mistral 7B 8.0bpw H6 EXL2517 GB
Smaugv0.1 6.0bpw H6 EXL24126 GB
NousResearch Genstruct 7B GGUF315614 GB
Cosmosage V231364 GB

Best Alternatives to Mistral 7B V0.1

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...nated Proof 7b V1.0 Safetensor81.144K / 14.4 GB93811
Contaminated Proof 7b V1.081.144K / 14.4 GB9715
YamshadowExperiment28 7B76.8632K / 14.4 GB308521
M7 7B76.8232K / 14.4 GB389515
MultiverseEx26 7B Slerp76.832K / 14.4 GB8001
NeuralSynthesis 7B V0.176.832K / 14.5 GB23883
Percival 01 7B Slerp76.7932K / 14.4 GB8213
J4RVIZ V6.076.7832K / 14.4 GB8590
...periment27Multi Verse Model 7B76.7732K / 14.4 GB8120
B3E3 SLM 7B V3.076.7632K / 14.4 GB8600
Note: green Score (e.g. "73.2") means that the model is better than mistralai/Mistral-7B-v0.1.

Mistral 7B V0.1 Parameters and Internals

LLM NameMistral 7B V0.1
RepositoryOpen on 🤗 
Model Size7b
Required VRAM14.4 GB
Updated2024-07-01
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
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801
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