jev-vlm-4b-lite-gguf
jev-vlm-4b-lite-gguf by sidman007 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
- sidman007
- Parameters
- 4B
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- —
- Mechanism
- Decoder LM with a decision readout
- Backbone
- Qwen/Qwen3.5-4B-Base
- Jev-compatible request
- No
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- sidman007/jev-vlm-4b-lite-gguf
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FAQ
How much does jev-vlm-4b-lite-gguf cost?
jev-vlm-4b-lite-gguf has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can jev-vlm-4b-lite-gguf answer?
jev-vlm-4b-lite-gguf answers typed questions about a piece of text, returning a probability for each allowed answer.
Is jev-vlm-4b-lite-gguf well calibrated?
No calibration measurement for jev-vlm-4b-lite-gguf is recorded yet.
Is jev-vlm-4b-lite-gguf open weight, and can it run on a CPU?
Yes, jev-vlm-4b-lite-gguf 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.