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Asymmetric Linearity 8B Model Stock by DreadPoor

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:arcee-ai/llama-3.1-... Base model:dreadpoor/alita99-8... Base model:dreadpoor/aurora fa... Base model:dreadpoor/baezel-8b... Base model:dreadpoor/elusive d...   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DreadPoor/Asymmetric_Linearity-8B-Model_Stock 

Asymmetric Linearity 8B Model Stock Benchmarks

MMLU Pro: 31.6
GPQA: 8.61
MUSR: 12.23
BBH: 35.44
IFEval: 71.74 vs 88 (so35)-18.5%
MATH Lvl 5: 16.47
LLME Score: 0.31679
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Asymmetric Linearity 8B Model Stock (DreadPoor/Asymmetric_Linearity-8B-Model_Stock)

Asymmetric Linearity 8B Model Stock Parameters and Internals

LLM NameAsymmetric Linearity 8B Model Stock
Repository 🤗https://huggingface.co/DreadPoor/Asymmetric_Linearity-8B-Model_Stock 
Base Model(s)  Alita99 8B LINEAR   arcee-ai/Llama-3.1-SuperNova-Lite   Aurora Faustus 8B LINEAR   BaeZel 8B LINEAR   Elusive Dragon Heart 8B LINEAR   DreadPoor/Alita99-8B-LINEAR   arcee-ai/Llama-3.1-SuperNova-Lite   DreadPoor/Aurora_faustus-8B-LINEAR   DreadPoor/BaeZel-8B-LINEAR   DreadPoor/Elusive_Dragon_Heart-8B-LINEAR
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-01-02
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 Length131072
Model Max Length131072
Transformers Version4.46.2
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/Asymmetric_Linearity-8B-Model_Stock.

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Release v20241227
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