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Mistral Nemo Base 2407 Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Mistral-Nemo-Base-2407-bnb-4bit 

Mistral Nemo Base 2407 Bnb 4bit Benchmarks

MMLU Pro: 1.64
GPQA: 1.79
MUSR: 8.97
BBH: 21.15
IFEval: 30.97 vs 88 (so35)-64.8%
MATH Lvl 5: 3.47
LLME Score: 0.29808
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Nemo Base 2407 Bnb 4bit (unsloth/Mistral-Nemo-Base-2407-bnb-4bit)

Mistral Nemo Base 2407 Bnb 4bit Parameters and Internals

LLM NameMistral Nemo Base 2407 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Mistral-Nemo-Base-2407-bnb-4bit 
Model Size7b
Required VRAM8.3 GB
Updated2024-12-26
Maintainerunsloth
Model Typemistral
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 Base 2407 Bnb 4bit

Model
Likes
Downloads
VRAM
Nemo Carpmuscle V0.112524 GB
Luca MN Bf1602024 GB
...h Mistral Nemo Base 2407 Model07424 GB
...h Mistral Nemo Base 2407 Model05324 GB
... Mistral Nemo Base 2407 Sft V114924 GB
...all MathMistral Nemo Base 240712424 GB

Best Alternatives to Mistral Nemo Base 2407 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1288425
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB181
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB181
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB35913715
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB6271413
NaturalLM 7B Instruct32K / 14.5 GB8210
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4461
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB100
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1104831
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Mistral-Nemo-Base-2407-bnb-4bit.

Rank the Mistral Nemo Base 2407 Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Censorship and Alignment  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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