# Timestamp: 2026-07-21T19:04:33.516763+00:00
# Git SHA: 1afb3b23a493d382c45798960a51aded43f9e039
# World size: 4
# speculators: 0.7.0.dev108
# vllm: 0.25.1
# transformers: 5.13.1
# torch: 2.11.0
# compressed-tensors: 0.17.0
scripts/train.py --verifier-name-or-path RedHatAI/GLM-5.2-NVFP4-FP8 --data-path ./output/dspark_glm52 --vllm-endpoint http://localhost:8000/v1 --save-path ./output/dspark_glm52/checkpoints --epochs 1 --lr 3e-4 --total-seq-len 8192 --speculator-type dspark --block-size 8 --max-anchors 1024 --num-layers 3 --target-layer-ids 2 20 39 58 75 --markov-rank 256 --markov-head-type vanilla --enable-confidence-head --confidence-head-with-markov --loss-fn '{"ce": 0.1, "tv": 0.9}' --confidence-head-alpha 1.0 --fsdp-shard --logger tensorboard --log-dir ./output/dspark_glm52/logs --on-missing generate --on-generate delete --checkpoint-freq 0.01 --request-timeout 60 --max-retries 2