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Vev 0.1.0
First public release, a research preview.
vev serve: HTTP server with the/v1/systemonerequest and response shapes. Text, JSON and images instate;
noul,choiceandscorequestions.- Models:
vev-4bandvev-9b, LoRA fine-tunes of Qwen3.5-4B and Qwen3.5-9B, released as merged weights and as
adapters. Weights are CC BY-NC 4.0. - Conformance suite that runs against any
/v1/systemoneimplementation. - Evaluation harness, dataset converters and the training code used for the release.
Weights and data on Hugging Face (collection):
vev-4b · vev-4b-lora · vev-9b · vev-9b-lora · vev-anchor-v3 (training anchor data).