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Aurora Faustus 8B LINEAR by DreadPoor

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  Arxiv:2203.05482   Autotrain compatible Base model:dreadpoor/aspire-8b... Base model:dreadpoor/heart sto... Base model:merge:dreadpoor/asp... Base model:merge:dreadpoor/hea...   Conversational   Endpoints compatible   Llama   Merge   Mergekit   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DreadPoor/Aurora_faustus-8B-LINEAR 

Aurora Faustus 8B LINEAR Benchmarks

MMLU Pro: 31.58
GPQA: 7.61
MUSR: 12.39
BBH: 36.26
IFEval: 72.81 vs 88 (so35)-17.3%
MATH Lvl 5: 17.07
LLME Score: 0.30349
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aurora Faustus 8B LINEAR (DreadPoor/Aurora_faustus-8B-LINEAR)

Aurora Faustus 8B LINEAR Parameters and Internals

Model Type 
text generation
Additional Notes 
This model was merged using the linear merge method by combining multiple pre-trained models.
LLM NameAurora Faustus 8B LINEAR
Repository 🤗https://huggingface.co/DreadPoor/Aurora_faustus-8B-LINEAR 
Base Model(s)  Heart Stolen 8B Model Stock   WIP TEST PENDING 4   Aspire 8B Model Stock   DreadPoor/Heart_Stolen-8B-Model_Stock   DreadPoor/WIP-TEST_PENDING_4   DreadPoor/Aspire-8B-model_stock
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerDreadPoor
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than DreadPoor/Aurora_faustus-8B-LINEAR.

Rank the Aurora Faustus 8B LINEAR 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
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