remove stray: byte-identical duplicate (sha256 45bcbf0c) of amoe/sts/captionbert-v2-sts-anchor.anchor.pt, which survives. The combo folder ships only its own -combo anchor; the solo anchor sitting here invited loading the wrong artifact

card: attach path pointed at amoe/sts/ for a file that lives in amoe/sts-combo/ (404); added the measured step-500 results and the trunk/ckpt pairing

card: moe-v2 carries its OWN numbers and the tau sweep (sharper routing is worse, monotone in 2 seeds while separation rises). Load path pointed at amoe/moe/ whose anchors are a DIFFERENT checkpoint (f13ad5ad vs 0029ad69) - fixed to this folder

card: this folder is the 3-ANCHOR COLLECTIVE, not the 2-anchor moe run - the moe card had been copied here wholesale (wrong title, wrong anchor table, wrong results, moe-v1 amplitude telemetry). Real 8-task rows, greedy sweep incl. the random capacity control, correct in-folder load paths, masked-vs-solo labelled

modeling: AMOE_REPO resolves from config._name_or_path, not a hardcoded v2 - anchors are TRUNK-BOUND (v2 arms lose 31%% of their gain on the -B trunk, .7287 -> .6863; key realignment recovers 29%%). Dispatch is now the first candidate PRESENT in the loaded repo, with a local-dir hint on miss.

Upload CaptionBert_V2.ipynb

Create full_benchmark.py

Update README.md

final (config)

final (tensorboard)

final (checkpoints)

Update README.md

Update modeling_captionbert.py

Update README.md

final: 2 anchors + dispatch + card

arm random

arm topical

arm lexical

arm paraphrase

arm simplify

arm equiv

final: 2 anchors + dispatch + card

Create train_amoe_v2_2anchor_equiv_simplify.py

anchor simplify

anchor equiv

Create early_eval.py

Create pretrain_trainer.py

Create trainers/train_amoe_2anchor_equi_simplify.py

final: 2 anchors + dispatch + card

anchor simplify

anchor equiv

AutoModel: safetensors + config + modeling + card

AutoModel: safetensors + config + modeling + card

Create modeling_captionbert.py

step 500

final anchor

step 4000

step 3500

step 3000

step 2500

step 2000

step 1500

step 1000

step 500

final (tensorboard)

final (checkpoints)

step 49374 (tensorboard)

step 49374 (checkpoints)

step 42815 (tensorboard)

step 42815 (checkpoints)