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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
Model Card on HF 🤗: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3 

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: 3.55
LLME Score: 0.51089
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 (mistralai/Mistral-7B-Instruct-v0.3)

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
Updated2024-12-21
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

Quantized Models of the Mistral 7B Instruct V0.3

Model
Likes
Downloads
VRAM
...tral 7B Instruct V0.3 Bnb 4bit152412324 GB
Mistral 7B Instruct V0.3 GGUF6820310161 GB
Mistral 7B Instruct V0.3 AWQ2698314 GB
Mistral 7B Instruct V0.3 GGUF8615512 GB
Mistral 7B Instruct V0.3 GPTQ0155784 GB
...tral 7B V0.3 Chinese Chat 8bit3104337 GB
...ral 7B Instruct V0.3 GPTQ 4bit1613714 GB
...stral 7B V0.3 Chinese Chat F16148914 GB
Pixel0194 GB
...tral 7B V0.3 Chinese Chat 4bit11764 GB

Best Alternatives to Mistral 7B Instruct V0.3

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.332K / 14.5 GB74325
Mistral 7B Instruct V0.332K / 14.5 GB32433
...ralai Mistral 7B Instruct V0.332K / 14.5 GB581
Mistral 7B Instruct V0.332K / 14.5 GB70
Full V4 Astromistral Final32K / 4.5 GB151
Mistral 7B Instruct Uz0K / 14.5 GB3619
...phyr 7B Beta Agent Instruct V30K / 0.7 GB51
Cuscuz 7B0K / 14.4 GB201
Code Llama Python0K / 0.3 GB41
Mistral Instruct Classify30k0K / 28.9 GB210

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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Release v20241217
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