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Mistral Nemo Instruct 2407 Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit 

Mistral Nemo Instruct 2407 Bnb 4bit Benchmarks

MMLU Pro: 25.99
GPQA: 9.84
MUSR: 10.23
BBH: 29.93
IFEval: 10.62 vs 88 (so35)-87.9%
MATH Lvl 5: 7.18
LLME Score: 0.33622
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Nemo Instruct 2407 Bnb 4bit (unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit)

Mistral Nemo Instruct 2407 Bnb 4bit Parameters and Internals

LLM NameMistral Nemo Instruct 2407 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit 
Model Size7b
Required VRAM8.3 GB
Updated2024-12-22
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   3.3 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

Quantized Models of the Mistral Nemo Instruct 2407 Bnb 4bit

Model
Likes
Downloads
VRAM
CleverBoi Nemo 12B V231780 GB
ReWiz Nemo 12B Instruct21824 GB
...o Instruct 12B Philosophy Math01824 GB
Aura NeMo 12B211 GB

Best Alternatives to Mistral Nemo Instruct 2407 Bnb 4bit

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...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB27826615
NaturalLM 7B Instruct32K / 14.5 GB8010
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB6338413
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-Nemo-Instruct-2407-bnb-4bit.

Rank the Mistral Nemo Instruct 2407 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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