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Llama 3 Stella 8B by nbeerbower

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:bunnycore/cognitron... Base model:elyn-dev/llama-3-so... Base model:lodrick-the-lafted/... Base model:nbeerbower/llama-3-... Base model:nbeerbower/llama-3-... Base model:nbeerbower/llama-3-... Base model:nbeerbower/llama-3-... Base model:nbeerbower/llama-3-... Base model:theo77186/llama-3-8...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nbeerbower/llama-3-stella-8B 

Llama 3 Stella 8B Benchmarks

ARC: 69.71 vs 96.7 (so35)-27.9%
HellaSwag: 85.09 vs 95.3 (gpt4)-10.7%
MMLU: 68.83 vs 88.3 (so35)-22%
TruthfulQA: 60.07 vs 59 (gpt4)1.8%
WinoGrande: 77.82 vs 87.5 (gpt4)-11.1%
GSM8K: 71.49 vs 96.4 (so35)-25.8%
LLME Score: 0.17607
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Llama 3 Stella 8B Parameters and Internals

Additional Notes 
The model is a merge of pre-trained language models using the Model Stock merge method.
LLM NameLlama 3 Stella 8B
Repository 🤗https://huggingface.co/nbeerbower/llama-3-stella-8B 
Base Model(s)  Llama 3 Bible DPO 8B   Llama 3 Gutenberg 8B   Llama 3 Soliloquy 8B V2   Llama 3 Bophades V3 8B   Llama 3 8B Instruct Norefusal   Cognitron 8B   Olethros 8B   Llama 3 Dragonmaid 8B V2   Llama 3 Wissenschaft 8B V2   nbeerbower/llama-3-bible-dpo-8B   nbeerbower/llama-3-gutenberg-8B   openlynn/Llama-3-Soliloquy-8B-v2   nbeerbower/llama-3-bophades-v3-8B   theo77186/Llama-3-8B-Instruct-norefusal   bunnycore/Cognitron-8B   lodrick-the-lafted/Olethros-8B   nbeerbower/llama-3-dragonmaid-8B-v2   nbeerbower/llama-3-wissenschaft-8B-v2
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2025-06-09
Maintainernbeerbower
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   6.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 Stella 8B (nbeerbower/llama-3-stella-8B)

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Note: green Score (e.g. "73.2") means that the model is better than nbeerbower/llama-3-stella-8B.

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Instruction Following and Task Automation  
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