Use
Use transformers>=5.12.1. This model retains Gemma 4 E2B's declared shared-KV layout; language layers 15 through 34 intentionally reuse key/value states and do not carry separate k_proj, v_proj, or k_norm tensors.
python eval_generate.py \
--model_id MirilAI/Miril-Drone-2B-1-bnb4 \
--processor_id MirilAI/Miril-Drone-2B-1-bnb4 \
--jsonl eval.jsonl \
--image_root images \
--out_jsonl predictions.jsonl \
--batch_size 1 \
--max_new_tokens 256
Deployment Profile
MIRIL_VARIANT_PROFILE_PENDING
Complete Benchmark
MIRIL_RELEASE_METRICS_PENDING
The merged and quantized variants are evaluated on identical held-out cases. Automated scores are regression signals, not safety certification.
License
Apache License 2.0. See LICENSE and NOTICE.