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Mistral 7B 4bit Unsloth by technocrat3128

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/m... Base model:unsloth/mistral-7b-...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/technocrat3128/Mistral_7b_4bit_unsloth 

Mistral 7b 4bit Unsloth Benchmarks

LLME Score: 0.19138
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B 4bit Unsloth (technocrat3128/Mistral_7b_4bit_unsloth)

Mistral 7B 4bit Unsloth Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameMistral 7b 4bit Unsloth
Repository 🤗https://huggingface.co/technocrat3128/Mistral_7b_4bit_unsloth 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2025-02-17
Maintainertechnocrat3128
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Mistral 7B Instruct V0.2 8bit32K / 7.6 GB231
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
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Note: green Score (e.g. "73.2") means that the model is better than technocrat3128/Mistral_7b_4bit_unsloth.

Rank the Mistral 7B 4bit Unsloth 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 v20241227
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