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Mistral 7B Bnb 4bit by mf212

 »  All LLMs  »  mf212  »  Mistral 7B Bnb 4bit   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Mistral 7B Bnb 4bit Benchmarks

LLME Score: 0.20929
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Bnb 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
Training Details 
Methodology:
Unsloth and Huggingface's TRL library
LLM NameMistral 7B Bnb 4bit
Repository 🤗https://huggingface.co/mf212/mistral-7b-bnb-4bit 
Base Model(s)  Mistral 7B Bnb 4bit   unsloth/mistral-7b-bnb-4bit
Model Size7b
Required VRAM14.4 GB
Updated2024-11-22
Maintainermf212
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B Bnb 4bit (mf212/mistral-7b-bnb-4bit)

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Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1775131
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Note: green Score (e.g. "73.2") means that the model is better than mf212/mistral-7b-bnb-4bit.

Rank the Mistral 7B Bnb 4bit 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
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