Instructions to use apus-ailab/APUS-Reflex with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use apus-ailab/APUS-Reflex with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("apus-ailab/APUS-Reflex", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Restore four-model latency chart with updated TypeSafe percentiles
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Document candidate-aware projection and update TypeSafe HTTP reference
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Correct reported 4B HTTP P50 to18ms
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Add 4B latency values calculated from reported percentile ratios
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Clarify high-effort HTTP metrics and single-GPU chart labels
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Verify vLLM usage on GPU and update latency and effort charts
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