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- Status: Open.#217 In laurigates/loractl;
feat(cli): persistent training visualization — a loss curve outlives the run
enhancementNew feature or improvementNew feature or improvementStatus: Open.#215 In laurigates/loractl;chore(core): audit resume.rs against burn_train::checkpoint — record the split, don't migrate blind
choreMaintenance, deps, refactoringMaintenance, deps, refactoringStatus: Open.#214 In laurigates/loractl;feat(cli): drive burn-train's TUI dashboard as a renderer over the TrainEvent stream
enhancementNew feature or improvementNew feature or improvementStatus: Open.#213 In laurigates/loractl;feat(trainer): use burn::lr_scheduler for warmup/decay — optim.lr is a bare constant
enhancementNew feature or improvementNew feature or improvementStatus: Open.#212 In laurigates/loractl;- Status: Open.#209 In laurigates/loractl;
docs(gpu-hosting): volume sizing and the empty ram_gb column both assume a Krea 2-shaped workload
docsDocumentation changesDocumentation changesStatus: Open.#207 In laurigates/loractl;feat(trainer): add MiniMax H3 video LoRA training — a second target reusing the Qwen3-VL/MMDiT stack
enhancementNew feature or improvementNew feature or improvementminimax-h3MiniMax H3 video LoRA training targetMiniMax H3 video LoRA training targetStatus: Open.#204 In laurigates/loractl;Run the opt-in qwen3vl-real proof once on a GPU box — #163 merged without ever executing the test that checks 34/5
choreMaintenance, deps, refactoringMaintenance, deps, refactoringkrea2Krea 2 image-diffusion LoRA training roadmap (M6+)Krea 2 image-diffusion LoRA training roadmap (M6+)Status: Open.#203 In laurigates/loractl;- Status: Open.#200 In laurigates/loractl;
A swallowed cubecl device-task panic is invisible to the trainer — the negative-MSE guard is a proxy, not a signal
enhancementNew feature or improvementNew feature or improvementStatus: Open.#181 In laurigates/loractl;perf(dataset): parallelize image decode/resize and drop the extra full-frame copy
enhancementNew feature or improvementNew feature or improvementkrea2Krea 2 image-diffusion LoRA training roadmap (M6+)Krea 2 image-diffusion LoRA training roadmap (M6+)Status: Open.#178 In laurigates/loractl;