CoolFace
Modelpublic

laion/tt-x5_gradnorm-gn1p8

sourceHugging Faceupdated 1mo agoView on Hugging Face
0likes88downloads
Model Card

tt-x5_gradnorm-gn1p8

RL-finetuned from Qwen/Qwen3-Coder-30B-A3B-Instruct using RLOO with FSDP2 expert-parallel training on the exp_rpt_multifile terminal-bench agentic task suite (terminus-2 Harbor harness). This is the max_grad_norm=1.8 arm of the X5 grad-norm sweep.

Training configuration

parametervalue
algorithmRLOO (n=8)
strategyFSDP2 + expert-parallel (EP=4)
maxgradnorm1.8
learning_rate8e-6
eps_cliplow=0.2, high=0.05
loss_reductionseqmeantokensumnorm_global
TISenabled (cap=2.0)
KL lossdisabled (coef=0.0)
batch_size64 groups x 8 samples
max_steps80 (reached 35 -- NCCL collective stall)
selected checkpointglobalstep35

Training Traces

Companion trace dataset: DCAgent/tt-x5_gradnorm-gn1p8