Aura NeMo 12B by jeiku

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  Arxiv:1910.09700   4bit   Adapter Base model:adapter:unsloth/mis... Base model:unsloth/mistral-nem...   Finetuned   Instruct   Lora   Peft   Quantized   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/jeiku/Aura-NeMo-12B 

Aura NeMo 12B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aura NeMo 12B (jeiku/Aura-NeMo-12B)

Aura NeMo 12B Parameters and Internals

LLM NameAura NeMo 12B
Repository ๐Ÿค—https://huggingface.co/jeiku/Aura-NeMo-12B 
Base Model(s)  ...al Nemo Instruct 2407 Bnb 4bit   unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
Model Size12b
Required VRAM1.8 GB
Updated2024-12-26
Maintainerjeiku
Instruction-BasedYes
Model Files  1.8 GB
Quantization Type4bit
Model ArchitectureAdapter
Model Max Length1024000
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|gate_proj|k_proj|down_proj|up_proj|q_proj|o_proj
LoRA Alpha64
LoRA Dropout0
R Param128

Rank the Aura NeMo 12B 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 v20241227