JevAny-Qwen3.5-4B-Direct-Token-LoRA
JevAny-Qwen3.5-4B-Direct-Token-LoRA by SimpleJev 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
- SimpleJev
- Parameters
- 4B
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Decoder LM with a decision readout
- Backbone
- Qwen/Qwen3.5-4B
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- —
- Hugging Face
- SimpleJev/JevAny-Qwen3.5-4B-Direct-Token-LoRA
Benchmarks
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FAQ
How much does JevAny-Qwen3.5-4B-Direct-Token-LoRA cost?
JevAny-Qwen3.5-4B-Direct-Token-LoRA has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can JevAny-Qwen3.5-4B-Direct-Token-LoRA answer?
JevAny-Qwen3.5-4B-Direct-Token-LoRA answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is JevAny-Qwen3.5-4B-Direct-Token-LoRA well calibrated?
No calibration measurement for JevAny-Qwen3.5-4B-Direct-Token-LoRA is recorded yet.
Is JevAny-Qwen3.5-4B-Direct-Token-LoRA open weight, and can it run on a CPU?
Yes, JevAny-Qwen3.5-4B-Direct-Token-LoRA has open weights. It needs a GPU to run at useful speed.
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.