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Mistral 7B V0.3 Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Mistral 7B V0.3 Bnb 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Bitsandbytes   En   Endpoints compatible   Instruct   Mistral   Mistral-7b   Mistral-instruct   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/mistral-7b-v0.3-bnb-4bit 

Mistral 7B V0.3 Bnb 4bit Benchmarks

MMLU Pro: 14.46
GPQA: 2.57
MUSR: 2.97
BBH: 15.59
IFEval: 36.4 vs 88 (so35)-58.6%
MATH Lvl 5: 0.15
LLME Score: 0.31978
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.3 Bnb 4bit (unsloth/mistral-7b-v0.3-bnb-4bit)

Mistral 7B V0.3 Bnb 4bit Parameters and Internals

Model Type 
transformers, instruct
LLM NameMistral 7B V0.3 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-v0.3-bnb-4bit 
Base Model(s)  mistralai/Mistral-7B-v0.3   mistralai/Mistral-7B-v0.3
Model Size7b
Required VRAM4.1 GB
Updated2024-12-22
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16

Quantized Models of the Mistral 7B V0.3 Bnb 4bit

Model
Likes
Downloads
VRAM
Conversely Mistral 7B02950 GB
CleverBoi 7B V301400 GB
CleverBoi 7B V20780 GB
Sft Reranker Step2000 120303714 GB
Mistral V0.3 7B ORPO13014 GB
WorldBuilder 7B01414 GB
Dgtkqabot Mistral 7B V3053614 GB
Llm Ai V60814 GB
...ode Mistral 7B 0.3 V1 Bnb 4bit0164 GB
Atuin V.010354 GB

Best Alternatives to Mistral 7B V0.3 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1749125
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB27826615
NaturalLM 7B Instruct32K / 14.5 GB8010
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB6391
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB90
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1170731
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB221
Mistral Turkish V232K / 14.4 GB30686
Minirewrite32K / 15.8 GB230
Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b-v0.3-bnb-4bit.

Rank the Mistral 7B V0.3 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 v20241217
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