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Llama 3.1 SuperNova 8B Lite TIES With Base by Joseph717171

 »  All LLMs  »  Joseph717171  »  Llama 3.1 SuperNova 8B Lite TIES With Base   URL Share it on

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  Merged Model   Arxiv:2306.01708   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base 

Llama 3.1 SuperNova 8B Lite TIES With Base Benchmarks

MMLU Pro: 32.01
GPQA: 7.94
MUSR: 10.74
BBH: 31.47
IFEval: 80.96 vs 88 (so35)-8%
MATH Lvl 5: 18.35
LLME Score: 0.35161
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 SuperNova 8B Lite TIES With Base (Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base)

Llama 3.1 SuperNova 8B Lite TIES With Base Parameters and Internals

Model Type 
pre-trained language model, merge model
Additional Notes 
The merge approach, using TIES methodology with specified parameters for density and weight, was inspired by prior work on Qwen merges.
Training Details 
Methodology:
TIES merge method
LLM NameLlama 3.1 SuperNova 8B Lite TIES With Base
Repository 🤗https://huggingface.co/Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base 
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerJoseph717171
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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Release v20241227
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