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Mistral 7B Instruct V0.3 by mistralai

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Mistral 7B Instruct V0.3 Benchmarks

MMLU Pro: 23.06
GPQA: 3.91
MUSR: 4.3
BBH: 25.57
IFEval: 54.65 vs 88 (so35)-37.9%
MATH Lvl 5: 3.17
LLME Score: 0.47985
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 V0.3 Parameters and Internals

Model Type 
Large Language Model
Use Cases 
Limitations:
It does not have any moderation mechanisms.
Additional Notes 
The Mistral 7B Instruct model is a quick demonstration that the base model can be easily fine-tuned to achieve compelling performance. We're looking forward to engaging with the community on ways to make the model finely respect guardrails, allowing for deployment in environments requiring moderated outputs.
LLM NameMistral 7B Instruct V0.3
Repository 🤗https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3 
Base Model(s)  mistralai/Mistral-7B-v0.3   mistralai/Mistral-7B-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2024-11-21
Maintainermistralai
Model Typemistral
Instruction-BasedYes
Model Files  14.5 GB   5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Gated ModelYes
Model ArchitectureAutoModelForCausalLM
Licenseproprietary
Context Length32768
Model Max Length32768
Transformers Version4.42.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typebfloat16
Mistral 7B Instruct V0.3 (mistralai/Mistral-7B-Instruct-v0.3)

Quantized Models of the Mistral 7B Instruct V0.3

Model
Likes
Downloads
VRAM
Mistral 7B Instruct V0.3 GGUF6319705531 GB
Mistral 7B Instruct V0.3 AWQ21062524 GB
Mistral 7B Instruct V0.3 GGUF7583272 GB
Mistral 7B Instruct V0.3 GPTQ074054 GB
...ral 7B Instruct V0.3 GPTQ 4bit1537524 GB
...stral 7B V0.3 Chinese Chat F16163414 GB
Pixel0184 GB
...tral 7B V0.3 Chinese Chat 4bit12274 GB
Mistral 7B Instruct V0.3 GGUF0932 GB
Mistral 7B Instruct V0.3 GGUF0492 GB

Best Alternatives to Mistral 7B Instruct V0.3

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Mistral 7B Instruct V0.332K / 14.5 GB69245
Mistral 7B Instruct V0.332K / 14.5 GB9253
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Mistral 7B Instruct V0.332K / 14.5 GB80
Full V4 Astromistral Final32K / 4.5 GB191
Mistral 7B Instruct Uz0K / 14.5 GB1309
...phyr 7B Beta Agent Instruct V30K / 0.7 GB31
Cuscuz 7B0K / 14.4 GB101
...d Sexual Health Conversational0K / 0.3 GB40261
Code Llama Python0K / 0.3 GB41

Rank the Mistral 7B Instruct V0.3 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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