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Llama 3.1 8B OmniMatrix by bunnycore

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  Merged Model   Arxiv:2212.04089   Autotrain compatible Base model:arcee-ai/llama-3.1-... Base model:bunnycore/llama-3.1... Base model:bunnycore/stockllam... Base model:grimjim/llama-3-ins... Base model:v000000/l3.1-storni...   Conversational   Endpoints compatible   Instruct   Llama   Lora   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Llama-3.1-8B-OmniMatrix 

Llama 3.1 8B OmniMatrix Benchmarks

LLME Score: 0.21766
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B OmniMatrix (bunnycore/Llama-3.1-8B-OmniMatrix)

Llama 3.1 8B OmniMatrix Parameters and Internals

Additional Notes 
This model is a merge of several pre-trained models using the 'task arithmetic' merge method.
LLM NameLlama 3.1 8B OmniMatrix
Repository 🤗https://huggingface.co/bunnycore/Llama-3.1-8B-OmniMatrix 
Base Model(s)  arcee-ai/Llama-3.1-SuperNova-Lite   ... Instruct Abliteration LoRA 8B   v000000/L3.1-Storniitova-8B   bunnycore/LLama-3.1-8B-HyperNova-abliteration   bunnycore/StockLLama-3.1-8B   arcee-ai/Llama-3.1-SuperNova-Lite   grimjim/Llama-3-Instruct-abliteration-LoRA-8B   v000000/L3.1-Storniitova-8B   bunnycore/LLama-3.1-8B-HyperNova-abliteration   bunnycore/StockLLama-3.1-8B
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainerbunnycore
Model Typellama
Instruction-BasedYes
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
Context Length131072
Model Max Length131072
Transformers Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Llama-3.1-8B-OmniMatrix.

Rank the Llama 3.1 8B OmniMatrix 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  
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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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