Mistralai Mistral 7B Instruct V0.3 1719341325 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 1719341325 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 1719341325 Parameters and Internals

LLM NameMistralai Mistral 7B Instruct V0.3 1719341325
Repository ๐Ÿค—https://huggingface.co/yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719341325 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM1.7 GB
Updated2024-08-15
Maintaineryifanxie
Instruction-BasedYes
Model Files  1.7 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha2048
LoRA Dropout0.1
R Param1024
Mistralai Mistral 7B Instruct V0.3 1719341325 (yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719341325)

Best Alternatives to Mistralai Mistral 7B Instruct V0.3 1719341325

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Context / RAM
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...Sql Flash Attention 2 Dataeval0K / 1.9 GB1232
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...al 7B Instruct V0.3 17193444300K / 3.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than yifanxie/mistralai-Mistral-7B-Instruct-v0.3-1719341325.

Rank the Mistralai Mistral 7B Instruct V0.3 1719341325 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 v2024072803