router-expert-code.algorithms API & Inference Endpoint

router-expert-code.algorithms

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

base: Qwen/Qwen3-4B-Instruct-2507
rank 16, alpha 32, dropout 0.05, modules q_proj, k_proj, v_proj, o_proj
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

Table with columns: field, value
field	value
target	code.algorithms
items	1500
recipes	direct,cot_short
kinds	{'code': 1500}
mc_padded	0
examples	3000
encoded	2998
dropped_too_long	2
train_rows	2848
val_rows	150
train_batches	97
train_tokens	767364
supervised_tokens	387246
steps	194
train_loss	0.14857557573422944
val_loss_before	0.9747351106604415
val_loss	0.12078290439546512
seconds	269.24
trainable_params	11796480

router-expert-code.algorithms

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

base: Qwen/Qwen3-4B-Instruct-2507
rank 16, alpha 32, dropout 0.05, modules q_proj, k_proj, v_proj, o_proj
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

Table with columns: field, value
field	value
target	code.algorithms
items	1500
recipes	direct,cot_short
kinds	{'code': 1500}
mc_padded	0
examples	3000
encoded	2998
dropped_too_long	2
train_rows	2848
val_rows	150
train_batches	97
train_tokens	767364
supervised_tokens	387246
steps	194
train_loss	0.14857557573422944
val_loss_before	0.9747351106604415
val_loss	0.12078290439546512
seconds	269.24
trainable_params	11796480

router-expert-code.algorithms

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router-expert-code.algorithms