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Mistral 7B by unsloth

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  Autotrain compatible   Bnb   En   Endpoints compatible   Mistral   Mistral7b   Region:us   Safetensors   Sharded   Tensorflow   Unsloth

Mistral 7B Benchmarks

LLME Score: 0.18137
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Parameters and Internals

LLM NameMistral 7B
Repository 🤗https://huggingface.co/unsloth/mistral-7b 
Model Size7b
Required VRAM14.4 GB
Updated2024-10-18
Maintainerunsloth
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B (unsloth/mistral-7b)

Quantized Models of the Mistral 7B

Model
Likes
Downloads
VRAM
Mistral PPP GGUF0404 GB
Legal Summarizer02914 GB

Best Alternatives to Mistral 7B

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB21756
MegaBeam Mistral 7B 512K512K / 14.4 GB252641
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB106115
Hebrew Mistral 7B 200K256K / 30 GB267715
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB80
Boptruth Agatha 7B128K / 14.4 GB6080
Buddhi 128K Chat 7B128K / 14.4 GB130115
Test001128K / 14.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b.

Rank the Mistral 7B 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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