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Open-source Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF model from koshkasa — available for download and self-hosting on Hugging Face.
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Local run command
pip install transformers accelerate && python -c "from transformers import AutoModelForCausalLM, AutoTokenizer; tok = AutoTokenzier.from_pretrained('koshkasa/Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF'); model = AutoModelForCausalLM.from_pretrained('koshkasa/Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF'); print('Loaded koshkasa/Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF')"Presumptive Specs:
Community reliability estimate · not official
About this score: Community-estimated based on user reports and publicly available benchmark data (e.g. TruthfulQA). This is not an official score from the model provider. Scores may be inaccurate — always verify with the official leaderboard before making production decisions.
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Provider
Learn how to use Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF
💡 Tip: Start with the sample prompts above to see how Vortex5_Shadow-Siren-26B-A4B-APEX-GGUF works best.
Proven prompts shared by the community for this model