TVIE LoRA checkpoints

This repository is an experiment archive for the TVIE time-varying image editing project. Most checkpoints are deliberately retained negative results.

Use this checkpoint as the current reference

qwen_v06p1_reference_step290/adapter.safetensors is the only recommended warm-up initialization. It is a rank-16 LoRA for Qwen-Image-Edit-2511. It improves identity and preserves base editing ability, but it is not claimed to satisfy Chapman--Kolmogorov consistency.

Diagnostic-only checkpoints

All other directories are failure-analysis artifacts:

directory	status
ip2p_v02_gemini_clean_step1250	rejected scheduler/data/base baseline
ip2p_v05_overfit_step300	rejected whole-scene regeneration overfit
ip2p_v04_ddpm_masked_step100	scheduler/padding implementation control
qwen_v06_failed_paired_sft_step534	rejected source-copy/action suppression
qwen_v07_velocity_ck_step8	rejected velocity CK surrogate
qwen_v08_clean_latent_step100	rejected clean-latent surrogate
qwen_v09_onpolicy_step4	rejected truncated on-policy objective
qwen_v10_diffusion_dpo_step8	rejected independent image DPO
qwen_v11_trajectory_dpo_step8	mean improvement, rejected worst-seed risk
qwen_v12_seed_cvar_step4/8	rejected single-timestep CVaR
qwen_v13_positive_distill_step2/4	rejected positive self-distillation

Never select a checkpoint because its directory has the largest version or step. Read the matching training_args.json and the project handoff first. The upstream base weights are not included. Use is research-only and must also respect the licenses/terms of each base model and training data source.

release_manifest.json contains the size and SHA-256 of every file.

milestones/ contains deliberately selected intermediate adapters needed to reconstruct learning curves. It is not a dump of every runtime/debug save. evaluations/ contains portable protocols, scalar summaries, comparisons, and per-seed trajectory metrics. It excludes all source/reference/generated media; rebuild that media locally by following the GitHub reconstruction guide.