vukien2301/opened-h200-runs

OpenED on H200: code and runs

Updated 2026-10-08 11:05 UTC. Runs from three Vast boxes, pushed here as they finish:

• the first H200 box: the FewRel task0 runs and 7 distillation methods, then (when FewRel ends) the TACRED distillation baselines on orders 0-2;
• a 2x H200 box: the FewRel CL-LoRA methods, then the TACRED CL-LoRA baselines;
• a 4x H200 box, from 2026-10-06 13:17 UTC: Ours on every dataset (on ACE with its ablations and the memory-0 CL-LoRA rows), and the TACRED distillation baselines on orders 3-4.

Contents

• code/opened-h200-branches.bundle: git bundle with main (the authors' snapshot), perf/h200-throughput, perf/fast-generation and h200-vllm, the branch to use. Clone it with git clone -b h200-vllm opened-h200-branches.bundle opened.
• results/qwen3/ced/<run>: every finished run, laid out as the trainer wrote it (copy results/ into a checkout and the scheduler skips these runs). Distillation and Ours runs keep each task's eval outputs, logs, args.json and last checkpoint (the LoRA adapter at the end of the task), without the earlier epochs' checkpoints or merged task0 models; CL-LoRA runs are complete.
• collected_logs/h200_box1/ to collected_logs/h200_box4/: bash gather_logs.sh on each box (every run's per-task F1 files, unfinished runs included), refreshed every 30 minutes.
• logs/: the first box's scheduler logs and runs' stdout; logs/cllora_box/: the 2x H200 box's; logs/box3/: the 4x H200 box's; logs/box4/: the second 2x H200 box's.
• RESULTS_box2.md, RESULTS_box3.md, RESULTS_box4.md: the same table for the 2x, the 4x and the second 2x H200 box's runs.

Finished runs on the first box (50)

F1 on the run's last task, in percent (task0 runs: on task 0). phys is the physical batch x micro-steps per update (effective batch 32 everywhere), gen the evaluation backend. FewRel order 0 ran at batch 8 with Hugging Face generation; from 2026-10-06 03:55 UTC the runs use batch 16 with vLLM, Ours batch 32 with gradient checkpointing.

run	last task	F1 on it	phys	gen
cre_fewrel_amid_perm0	9	69.26	8x4	hf
cre_fewrel_amid_perm1	9	64.91	16x2	vllm
cre_fewrel_amid_perm2	9	65.21	16x2	vllm
cre_fewrel_amid_perm3	9	67.41	16x2	vllm
cre_fewrel_amid_perm4	9	66.87	16x2	vllm
cre_fewrel_csd_perm0	9	71.51	8x4	hf
cre_fewrel_csd_perm1	9	67.10	16x2	vllm
cre_fewrel_csd_perm2	9	68.37	16x2	vllm
cre_fewrel_csd_perm3	9	70.92	16x2	vllm
cre_fewrel_csd_perm4	9	68.95	16x2	vllm
cre_fewrel_distillm_perm0	9	69.23	16x2	vllm
cre_fewrel_distillm_perm1	9	64.53	16x2	vllm
cre_fewrel_distillm_perm2	9	66.18	16x2	vllm
cre_fewrel_distillm_perm3	9	67.83	16x2	vllm
cre_fewrel_fkl_perm0	9	70.51	8x4	hf
cre_fewrel_fkl_perm1	9	64.08	16x2	vllm
cre_fewrel_fkl_perm2	9	67.12	16x2	vllm
cre_fewrel_fkl_perm3	9	67.07	16x2	vllm
cre_fewrel_fkl_perm4	9	68.13	16x2	vllm
cre_fewrel_rkl_perm0	9	70.97	8x4	hf
cre_fewrel_rkl_perm1	9	66.84	16x2	vllm
cre_fewrel_rkl_perm2	9	69.27	16x2	vllm
cre_fewrel_rkl_perm3	9	71.11	16x2	vllm
cre_fewrel_rkl_perm4	9	70.51	16x2	vllm
cre_fewrel_sfkl_perm0	9	70.05	8x4	hf
cre_fewrel_sfkl_perm1	9	63.76	16x2	vllm
cre_fewrel_sfkl_perm2	9	67.04	16x2	vllm
cre_fewrel_sfkl_perm3	9	67.16	16x2	vllm
cre_fewrel_sfkl_perm4	9	67.95	16x2	vllm
cre_fewrel_srkl_perm0	9	69.92	8x4	hf
cre_fewrel_srkl_perm1	9	62.14	16x2	vllm
cre_fewrel_srkl_perm2	9	66.75	16x2	vllm
cre_fewrel_srkl_perm3	9	67.93	16x2	vllm
cre_fewrel_srkl_perm4	9	67.88	16x2	vllm
cre_fewrel_task0_perm0	0	94.64	8x4	hf
cre_fewrel_task0_perm1	0	96.47	8x4	hf
cre_fewrel_task0_perm2	0	97.14	8x4	hf
cre_fewrel_task0_perm3	0	94.51	16x2	vllm
cre_fewrel_task0_perm4	0	95.27	16x2	vllm
cre_tacred_csd_perm0	9	67.50	16x2	vllm
cre_tacred_fkl_perm0	9	63.79	16x2	vllm
cre_tacred_rkl_perm0	9	68.15	16x2	vllm
cre_tacred_sfkl_perm0	9	59.27	16x2	vllm
cre_tacred_srkl_perm0	9	62.26	16x2	vllm
cre_tacred_task0_perm0	0	97.78	16x2	vllm
dist_shared_task0_perm0_rams_v2_s42	0	70.35	16x2	vllm
dist_shared_task0_perm1_rams_v2_s42	0	58.24	16x2	vllm
dist_shared_task0_perm2_rams_v2_s42	0	68.60	16x2	vllm
ours_h12_sd_g1_full_perm0_rams_v2_s42	4	10.37	16x2	vllm
ours_h12_sd_g1_full_perm2_rams_v2_s42	4	11.30	16x2	vllm