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Charlie 8B Linear by Quazim0t0

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Base model:bunnycore/hyperllam... Base model:merge:bunnycore/hyp... Base model:merge:quazim0t0/aur... Base model:merge:quazim0t0/lr-... Base model:quazim0t0/aura-8b-l... Base model:quazim0t0/lr-tensor...   Bunnycore/hyperllama-3.1-8b   Lazymergekit   Llama   Merge   Mergekit   Quazim0t0/aura-8b-linear   Quazim0t0/lr-tensors   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Quazim0t0/Charlie-8B-Linear 

Charlie 8B Linear Benchmarks

MMLU Pro: 28.59
GPQA: 2.8
MUSR: 5.13
BBH: 31.52
IFEval: 73.81 vs 88 (so35)-16.1%
MATH Lvl 5: 26.51
LLME Score: 0.30524
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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Charlie 8B Linear Parameters and Internals

LLM NameCharlie 8B Linear
Repository 🤗https://huggingface.co/Quazim0t0/Charlie-8B-Linear 
Base Model(s)  bunnycore/HyperLlama-3.1-8B   Aura 8B Linear   Quazim0t0/LR-Tensors   bunnycore/HyperLlama-3.1-8B   Quazim0t0/Aura-8B-Linear   Quazim0t0/LR-Tensors
Model Size8b
Required VRAM16.1 GB
Updated2025-03-18
MaintainerQuazim0t0
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
Context Length131072
Model Max Length131072
Transformers Version4.48.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Charlie 8B Linear (Quazim0t0/Charlie-8B-Linear)

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Note: green Score (e.g. "73.2") means that the model is better than Quazim0t0/Charlie-8B-Linear.

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Release v20241124
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