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NeuralStar FusionWriter 4x7b by OmnicromsBrain

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  Autotrain compatible Base model:merge:mlabonne/alph... Base model:merge:omnicromsbrai... Base model:merge:omnicromsbrai... Base model:merge:sanjiwatsuki/... Base model:mlabonne/alphamonar... Base model:omnicromsbrain/eros... Base model:omnicromsbrain/neur... Base model:sanjiwatsuki/kunoic...   Conversational   Endpoints compatible   Lazymergekit   Merge   Mergekit   Mixtral   Mlabonne/alphamonarch-7b   Moe   Omnicromsbrain/eros scribe-7b Omnicromsbrain/neuralstar fusi...   Region:us   Safetensors Sanjiwatsuki/kunoichi-dpo-v2-7...   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OmnicromsBrain/NeuralStar_FusionWriter_4x7b 

NeuralStar FusionWriter 4x7b Benchmarks

MMLU Pro: 17.84
GPQA: 3.8
MUSR: 8.2
BBH: 26.04
IFEval: 59.64 vs 88 (so35)-32.2%
MATH Lvl 5: 4.91
LLME Score: 0.25697
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralStar FusionWriter 4x7b (OmnicromsBrain/NeuralStar_FusionWriter_4x7b)

NeuralStar FusionWriter 4x7b Parameters and Internals

Model Type 
Mixture of Experts (MoE)
LLM NameNeuralStar FusionWriter 4x7b
Repository 🤗https://huggingface.co/OmnicromsBrain/NeuralStar_FusionWriter_4x7b 
Base Model(s)  AlphaMonarch 7B   Eros Scribe 7B   Kunoichi DPO V2 7B   NeuralStar Fusion 7B   mlabonne/AlphaMonarch-7B   OmnicromsBrain/Eros_Scribe-7b   SanjiWatsuki/Kunoichi-DPO-v2-7B   OmnicromsBrain/NeuralStar_Fusion-7B
Model Size24.2b
Required VRAM48.3 GB
Updated2025-01-12
MaintainerOmnicromsBrain
Model Typemixtral
Model Files  9.9 GB: 1-of-5   10.0 GB: 2-of-5   10.0 GB: 3-of-5   10.0 GB: 4-of-5   8.4 GB: 5-of-5
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than OmnicromsBrain/NeuralStar_FusionWriter_4x7b.

Rank the NeuralStar FusionWriter 4x7b Capabilities

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