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Mistral 7B Instruct V0.2 by mistralai

 »  All LLMs  »  mistralai  »  Mistral 7B Instruct V0.2   URL Share it on

  912949   
  Arxiv:2310.06825   Autotrain compatible   Conversational   Endpoints compatible   Finetuned   Instruct   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Mistral 7B Instruct V0.2 Benchmarks

LMSys ELO: 1072 vs 1272 (so35)-15.7%
MMLU Pro: 19.08
GPQA: 3.47
MUSR: 7.61
BBH: 22.91
IFEval: 54.96 vs 88 (so35)-37.5%
ARC: 63.14 vs 96.7 (so35)-34.7%
HellaSwag: 84.88 vs 95.3 (gpt4)-10.9%
MMLU: 60.78 vs 88.3 (so35)-31.2%
TruthfulQA: 68.26 vs 59 (gpt4)15.7%
WinoGrande: 77.19 vs 87.5 (gpt4)-11.8%
GSM8K: 40.03 vs 96.4 (so35)-58.5%
MATH Lvl 5: 2.64
LLME Score: 0.56701
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Instruct V0.2 Parameters and Internals

LLM NameMistral 7B Instruct V0.2
Repository 🤗https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 
Model Size7b
Required VRAM14.4 GB
Updated2024-09-16
Maintainermistralai
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   4.9 GB: 1-of-3   5.0 GB: 2-of-3   5.1 GB: 3-of-3
Gated ModelYes
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B Instruct V0.2 (mistralai/Mistral-7B-Instruct-v0.2)

Quantized Models of the Mistral 7B Instruct V0.2

Model
Likes
Downloads
VRAM
Mistral 7B Instruct V0.2 GGUF3801727903 GB
Mistral 7B Instruct V0.2 AWQ41480714 GB
Mistral 7B Instruct V0.2 GPTQ46353534 GB
Mistral 7B Instruct V0.2 GGUF153233 GB
...Instruct V0.2 AWQ 4bit Smashed124 GB
...ral 7B Instruct V0.2 Llamafile25378214 GB
Mimi Chatbot 0.2084 GB
...Instruct V0.2 Bnb 4bit Smashed1204 GB
Mistral 7B Instruct V0.2 GGUF053 GB
Rubra 11B H 5.0bpw EXL2111 GB

Best Alternatives to Mistral 7B Instruct V0.2

Best Alternatives
Context / RAM
Downloads
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...Nemo Instruct 2407 Abliterated1000K / 24.5 GB1795
...daz Web AI ChatML 512K Project512K / 14.5 GB210
... Summarize 64K QLoRANET Merged128K / 4.1 GB50
...1 Summarize 64K LoRANET Merged128K / 14.4 GB70
Mistral 7B Instruct V0.132K / 14.4 GB6450861500
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB24331
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB497410
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB18752
Dolphin 2.8 Mistral 7B V0232K / 14.4 GB24085205
...lExperiment 7B MagicCoder V7.532K / 14.4 GB49116

Rank the Mistral 7B Instruct V0.2 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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Release v2024072803
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