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Open-source gemma4-search-doc-sm8650-a8w4-mlponly-int4embed model from macunaima — 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('macunaima/gemma4-search-doc-sm8650-a8w4-mlponly-int4embed'); model = AutoModelForCausalLM.from_pretrained('macunaima/gemma4-search-doc-sm8650-a8w4-mlponly-int4embed'); print('Loaded macunaima/gemma4-search-doc-sm8650-a8w4-mlponly-int4embed')"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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Learn how to use gemma4-search-doc-sm8650-a8w4-mlponly-int4embed
💡 Tip: Start with the sample prompts above to see how gemma4-search-doc-sm8650-a8w4-mlponly-int4embed works best.
Proven prompts shared by the community for this model