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Promissum Mane 8B LINEAR by DreadPoor

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  Arxiv:2203.05482   Autotrain compatible Base model:dreadpoor/aspire1.1... Base model:dreadpoor/heart sto... Base model:dreadpoor/spei meri... Base model:merge:dreadpoor/asp... Base model:merge:dreadpoor/hea... Base model:merge:dreadpoor/spe...   Conversational   Endpoints compatible   Llama   Merge   Mergekit   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DreadPoor/Promissum_Mane-8B-LINEAR 

Promissum Mane 8B LINEAR Benchmarks

MMLU Pro: 31.67
GPQA: 7.27
MUSR: 13.34
BBH: 35.25
IFEval: 71.5 vs 88 (so35)-18.8%
MATH Lvl 5: 15.56
LLME Score: 0.30193
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Promissum Mane 8B LINEAR (DreadPoor/Promissum_Mane-8B-LINEAR)

Promissum Mane 8B LINEAR Parameters and Internals

Model Type 
merged
Additional Notes 
This model was created using the mergekit tool with equal weight for merging the base models.
Training Details 
Methodology:
Merge using linear method
LLM NamePromissum Mane 8B LINEAR
Repository 🤗https://huggingface.co/DreadPoor/Promissum_Mane-8B-LINEAR 
Base Model(s)  DreadPoor/Heart_Stolen1.1-8B-Model_Stock   Spei Meridiem 8B Model Stock   DreadPoor/Aspire1.1-8B-model_stock   DreadPoor/Heart_Stolen1.1-8B-Model_Stock   DreadPoor/Spei_Meridiem-8B-model_stock   DreadPoor/Aspire1.1-8B-model_stock
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
Context Length8192
Model Max Length8192
Transformers Version4.44.1
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/Promissum_Mane-8B-LINEAR.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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