APUS-Reflex-4B
apus-ailabDecision modelOpen weights
APUS-Reflex-4B by apus-ailab is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- apus-ailab
- Parameters
- 5B
- Released
- Sep 2026
- Open weights
- Yes
- Hugging Face
- apus-ailab/APUS-Reflex-4B
FAQ
How much does APUS-Reflex-4B cost?
APUS-Reflex-4B has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can APUS-Reflex-4B answer?
APUS-Reflex-4B answers typed questions about a piece of text, returning a probability for each allowed answer.
Is APUS-Reflex-4B well calibrated?
No calibration measurement for APUS-Reflex-4B is recorded yet.
Is APUS-Reflex-4B open weight, and can it run on a CPU?
Yes, APUS-Reflex-4B has open weights.
Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.