Commit History
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Remove concurrency_limit — no request queue, memory cleanup retained Running
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Aggressive memory optimizations: worker-side state release + CUDA cache return after every request, main-process frames/audio cleanup after mux, encode_remote temp file removal, startup pack cleanup, and concurrency_limit=1 on generate
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LoRA lifecycle hardening + conditioner retry + output rotation
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Fix kohya LoRA converter for hybrid ComfyUI-prefix + kohya-suffix format (missionary LoRA IndexError crash)
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Add OOM diagnostics: memory phase logs (_log_mem), in-generation sampler, bucket debug dumps to /data/debug (startup + oom with torch memory summary)
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Add extensive debug logging (_log) + bucket-backed LoRA cache (_fetch_lora_file at /data/loras); generate wrapper logs requests/failures
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Remove _TURBO_MERGE_BONUS from get_duration: the turbo merge is instant, the 120s bonus inflated the duration reservation
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Remove _LORA_MERGE_BONUS from get_duration: NSFW/custom LoRA merges are instant, the 60s/LoRA bonus inflated the duration reservation
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Fix 5 oracle findings: parse tree/blob repo-page and spaces/-prefixed URLs, budget NSFW/custom LoRA merge time in get_duration, show LoRA label for custom-only runs, correct kohya alpha/rank scaling
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Rework custom LoRA to a single URL box + Download & Verify button: paste an HF repo link or direct .safetensors link, download/verify/load on button press, apply on Generate
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Add Custom LoRAs section: load user-supplied MiniMax-H3 LoRAs from any public HF repo (ComfyUI/kohya auto-detected), per-row scale + optional trigger, AIO auto-loads, applied/removed around the denoise
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Remove 'Suggest LoRAs from prompt' button and its keyword map; keep conflict checker
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Fix startup crash: gr.Button does not accept info kwarg in gradio 6.20
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Add 'Suggest LoRAs from prompt' button (keyword-matched top 5), conflict warnings in the LoRA description box, remove gr.Examples
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Rename Space to 'minimax h3 turbo + lora's' (README title, browser tab, in-app heading)
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Fix ComfyUI LoRA converter crash on files with kohya-style .alpha scalar keys (blowjob v3.0); fix gr.Examples outputs count (6 return values vs 5 outputs)
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Add per-LoRA descriptions: 2-sentence intended-use + caveat for all 97 LoRAs, shown in a live description box under the selection dropdown
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Replace NSFW LoRA checkboxes with searchable multiselect dropdown (97 LoRAs, scales without squish) + LoRA label under video
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Add Dildoing LoRA (nsfw_dildo) for natural dildo insertion, fix stale penis checkbox label
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Swap penis LoRA to Penis Lora - H3 v1.1 (kohya format, larger dataset) with kohya->ComfyUI converter
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Lower HMPenis V2 LoRA scale to 0.7 to restore prompt adherence
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Auto-load HMNSFW AIO V2.5 motion adapter when any NSFW anatomy LoRA is selected
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Add HMPenis V2 NSFW LoRA (nsfw_penis) with UI checkbox
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Remove NSFW LoRA duration bonus (merge is small, covered by existing pad)
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Auto-append inniepussy trigger token when NSFW LoRA checkbox is checked
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Switch NSFW LoRA to HMInnie V1 (innie pussy)
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Add NSFW Vagina (HMPussy V1) LoRA support
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feat: show toast notification when download button is clicked
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fix: use gr.DownloadButton for proper browser download, no JS hacks
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fix: download button reads video path directly from video component, opens /file= URL in new tab
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feat: download button uses JS anchor click for real browser download, path stored in hidden textbox
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fix: gr.File 6.20 only accepts str, not tuple
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fix: remove visible=False from Image and File components so they can receive updates
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fix: download button returns (path, filename) tuple to trigger browser download, last frame reveals image
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feat: add Export Last Frame and Download Video buttons below generated video
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docs: fix stale comments (20GB→1.2GB, startup merge→on-demand), update codemap.md with turbo
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docs: update UI text and README for turbo LoRA, fix placement default, fix step counts
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fix: remove stale _TURBO_Deltas global declaration
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fix: store LoRA A/B factors (~1.2GB) instead of precomputed deltas (~20GB) — fits in GPU free memory, compute B@A on-the-fly
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fix: add 120s turbo merge bonus to GPU duration + debug prints in _generate
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fix: deltas stay on CPU at startup (avoid 132GB packing overfill), lazy-move to CUDA on first merge + debug prints
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fix: force deltas to CUDA (packed placeholders are CPU) + add debug prints
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perf: pre-move LoRA deltas to CUDA at parse time — merge/unmerge now zero-transfer in-place += / -=
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fix: move LoRA merge/unmerge inside @spaces.GPU where real weights are live on CUDA
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fix: keep LoRA deltas on CPU to avoid ZeroGPU packing 132GB — move to CUDA inside @spaces.GPU
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fix: on-demand LoRA merge with pre-moved CUDA deltas (zero-allocation in-place)
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fix: revert LoRA to startup merge to avoid OOM during generation
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fix: use InstantX diffusers LoRA conversion of larryvrh, strip transformer. prefix in key nav
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upgrade: swap lightx2v LoRA for larryvrh v4-step600-EMA at 7 steps (better quality)
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fix: override Gradio CSS variables to eliminate gray backgrounds on textbox/checkbox/accordion
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