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L3 8B Stheno V3.3 32K by Sao10K

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Model Card on HF 🤗: https://huggingface.co/Sao10K/L3-8B-Stheno-v3.3-32K 

L3 8B Stheno V3.3 32K Benchmarks

MMLU Pro: 9.95
GPQA: 0.89
MUSR: 4.07
BBH: 13.51
IFEval: 46.04 vs 88 (so35)-47.7%
MATH Lvl 5: 1.44
LLME Score: 0.24874
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
L3 8B Stheno V3.3 32K (Sao10K/L3-8B-Stheno-v3.3-32K)

L3 8B Stheno V3.3 32K Parameters and Internals

Additional Notes 
Not a native 32K model; issues with long context understanding and reasoning; tested in bf16 mode; quantization effects unknown.
Supported Languages 
en (full)
Training Details 
Methodology:
Expanded to 32K Context with PoSE training; Cleaned roleplaying samples, added 2x creative writing samples, remade and refined instruct data.
Context Length:
32768
LLM NameL3 8B Stheno V3.3 32K
Repository 🤗https://huggingface.co/Sao10K/L3-8B-Stheno-v3.3-32K 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerSao10K
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Sao10K/L3-8B-Stheno-v3.3-32K.

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Release v20241227
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