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Mistral 7B Bnb 4bit by unsloth

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Mistral 7B Bnb 4bit Benchmarks

LLME Score: 0.21236
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, 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
Updated2024-11-21
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
Mistral 7B Bnb 4bit (unsloth/mistral-7b-bnb-4bit)

Quantized Models of the Mistral 7B Bnb 4bit

Model
Likes
Downloads
VRAM
Atomgpt Mistral Tc Supercon22990 GB
...stral Sharegpt90k Merged 16bit01014 GB
Mistral 7B Unsloth Merged01614 GB
NEPALIGPT 1.00524 GB
Nepali Agriculture QA0374 GB
Mistral 7B Bnb 8bit0157 GB
Mistral 7B Bnb 4bit085 GB
Mistral Llm V401514 GB
... 3 8B Bnb 4bit Document Parser12514 GB
Mistral 7B Bnb 4bit0714 GB

Best Alternatives to Mistral 7B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1851924
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB693211
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB61
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB31
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB13610415
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2267611
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4931
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1719431
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
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 v20241110
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