CoolFace
Modelpublic

meirdick/router-expert-code.strings_and_lists

sourceHugging Faceapache-2.0updated 4d agoView on Hugging Face
0likes14downloads
Model Card

router-expert-code.stringsandlists

LoRA expert for the code.strings_and_lists target of the route-then-admit pool, trained on meirdick/router-experts-data data/experts/code.strings_and_lists.jsonl.

  • base: Qwen/Qwen3-4B-Instruct-2507
  • rank 16, alpha 32, dropout 0.05, modules qproj, kproj, vproj, oproj
  • lr 0.0002, epochs 2, max_len 1024, token budget 8192 per batch
  • one example per item per recipe (direct,cot_short), under the serving system prompt; 40% of the mc items re-lettered to 5 to 10 options
  • loss on the assistant turn only; held-out 5% for the val loss
fieldvalue
targetcode.stringsandlists
items1500
recipesdirect,cot_short
kinds{'code': 1500}
mc_padded0
examples3000
encoded3000
droppedtoolong0
train_rows2850
val_rows150
train_batches55
train_tokens440804
supervised_tokens97440
steps110
train_loss0.1857410685413263
vallossbefore1.3176491486047464
val_loss0.1612570580733553
seconds204.85
trainable_params11796480