Mistralai Mistral 7B Instruct V0.3 1719253132 by yifanxie

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  Arxiv:1910.09700   Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Finetuned   Instruct   Lora   Peft   Region:us   Safetensors

Mistralai Mistral 7B Instruct V0.3 1719253132 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistralai Mistral 7B Instruct V0.3 1719253132 Parameters and Internals

LLM NameMistralai Mistral 7B Instruct V0.3 1719253132
Repository ๐Ÿค—https://huggingface.co/yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719253132 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM0 GB
Updated2024-08-15
Maintaineryifanxie
Instruction-BasedYes
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha64
LoRA Dropout0.1
R Param16
Mistralai Mistral 7B Instruct V0.3 1719253132 (yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719253132)

Best Alternatives to Mistralai Mistral 7B Instruct V0.3 1719253132

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Context / RAM
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Mistral 7B V0.1 AviationQA0K / 1.3 GB1451
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Text To Rule Mistral 20K / 0.3 GB60
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...al 7B Instruct V0.3 17193444300K / 3.5 GB60
...al 7B Instruct V0.3 17193505280K / 0.9 GB50
Note: green Score (e.g. "73.2") means that the model is better than yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719253132.

Rank the Mistralai Mistral 7B Instruct V0.3 1719253132 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110