StartLux Labs

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1. StartLux-Decision StartLux-Decision Public

   Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.

   Python 1.6k 150

2. DecisionPivot DecisionPivot Public

   DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.

   Python 146 2

3. StartLux-Prism StartLux-Prism Public

   Fast, exact inference for StartLux-Decision models on NVIDIA GPUs: the released GGUF files on int8 and 4-bit tensor cores, behind the /v1/systemone API, with up to 5.3× lower latency than vLLM in F…

   Python 70 3

4. Massive-Activations-HLA Massive-Activations-HLA Public

   ⚡ Official code for “Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus”.

   Python 24 3

5. ReaDy ReaDy Public

   ⚡ Official code for “ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models”.

   Python 11