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Mistral 7B Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   En   Endpoints compatible   Mistral   Mistral-7b   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/mistral-7b-bnb-4bit 

Mistral 7B Bnb 4bit Benchmarks

LLME Score: 0.20898
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 (unsloth/mistral-7b-bnb-4bit)

Mistral 7B Bnb 4bit Parameters and Internals

Model Type 
text generation, multimodal
Additional Notes 
The model utilizes Unsloth's methodology to enable more efficient finetuning workflows for various model configurations.
Input Output 
Input Format:
Text input for conversational models and raw text completion.
Accepted Modalities:
text
Output Format:
Quantized 4-bit model outputs.
Performance Tips:
Use available Google Colab or Kaggle notebook configurations for optimal performance.
LLM NameMistral 7B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2025-02-22
Maintainerunsloth
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Mistral 7B Bnb 4bit

Model
Likes
Downloads
VRAM
Mistral 7B Sci Pretrain0684 GB
Atomgpt Mistral Tc Supercon3300 GB
...stral Sharegpt90k Merged 16bit02414 GB
Mistral 7B Unsloth Merged0514 GB
Mistral Llm V401614 GB
Mistral 7B Bnb 4bit065 GB
NEPALIGPT 1.00344 GB
Mistral 7B Bnb 8bit057 GB
Mistral 7B Bnb 4bit0614 GB
Mistral 7B Bnb 4bit Q4 K M064 GB

Best Alternatives to Mistral 7B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1885427
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB987615
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB81
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB71
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB15850521
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2058215
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2701
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1400532
MistralContinuedFine32K / 14.5 GB14470
Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b-bnb-4bit.

Rank the Mistral 7B Bnb 4bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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