Mistral Nemo Base 2407 Bnb 4bit by unsloth

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Mistral Nemo Base 2407 Bnb 4bit Benchmarks

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 ๐Ÿค—https://huggingface.co/unsloth/Mistral-Nemo-Base-2407-bnb-4bit 
Model Size7b
Required VRAM8.3 GB
Updated2024-12-14
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
...h Mistral Nemo Base 2407 Model012624 GB
Luca MN Bf1602524 GB
...h Mistral Nemo Base 2407 Model04124 GB
... Mistral Nemo Base 2407 Sft V114924 GB
...all MathMistral Nemo Base 240712024 GB

Best Alternatives to Mistral Nemo Base 2407 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB2013825
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB141
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB131
NaturalLM 7B Instruct32K / 14.5 GB209
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB10543615
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB6098713
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB6051
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB80
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1307031
Sft Reranker Step2000 120332K / 14.5 GB310
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124