Add results README for validated v6 run

anyrag validation metrics

anyrag validation metrics

push metrics to Hub after eval and at end

PATCH: DB_PATH and corpus_dir off read-only /workspace onto /tmp/anyrag_out

PATCH: OUT_DIR /workspace/out -> /tmp/anyrag_out (job container mounts /workspace read-only)

Fix CLAP feature unwrapping for transformers 5.x (ModelOutput -> tensor)

patch: audios= -> audio= (transformers 5.x processor kwarg rename)

Fix audio decode: bypass torchcodec via decode=False + soundfile resample to 48k

Add full-stack prototype validation script

initial commit