vev-4b-lora
vev-4b-lora by CountingSheep 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
- CountingSheep
- 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
- cc-by-nc-4.0
- Hugging Face
- CountingSheep/vev-4b-lora
Compare vev-4b-lora with…
FAQ
How much does vev-4b-lora cost?
vev-4b-lora has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can vev-4b-lora answer?
vev-4b-lora answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is vev-4b-lora well calibrated?
No calibration measurement for vev-4b-lora is recorded yet.
Is vev-4b-lora open weight, and can it run on a CPU?
Yes, vev-4b-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.