4862 Commits

This Branch

This Branch

All Branches

Author	SHA1	Message	Date
Tavi Halperin	58017e8726	feat: add causal_fix parameter to add_keyframe_index and append_keyframe (#12797) ... Allows explicit control over the causal_fix flag passed to latent_to_pixel_coords. Defaults to frame_idx == 0 when not specified, fixing the previous heuristic.	2026-03-05 16:51:20 -05:00
comfyanonymous	17b43c2b87	LTX audio vae novram fixes. (#12796)	2026-03-05 16:31:28 -05:00
Jukka Seppänen	8befce5c7b	Add manual cast to LTX2 vocoder conv_transpose1d (#12795) ... * Add manual cast to LTX2 vocoder * Update vocoder.py	2026-03-05 12:37:25 -08:00
comfyanonymous	50549aa252	ComfyUI v0.16.2	2026-03-05 13:41:06 -05:00
comfyanonymous	1c3b651c0a	Refactor. (#12794)	2026-03-05 13:35:56 -05:00
ComfyUI Wiki	5073da57ad	chore: update workflow templates to v0.9.10 (#12793)	2026-03-05 10:22:38 -08:00
rattus	42e0e023ee	ops: Handle CPU weight in VBAR caster (#12792) ... This shouldn't happen but custom nodes gets there. Handle it as best we can.	2026-03-05 10:22:17 -08:00
rattus	6481569ad4	comfy-aimdo 0.2.7 (#12791) ... Comfy-aimdo 0.2.7 fixes a crash when a spurious cudaAsyncFree comes in and would cause an infinite stack overflow (via detours hooks). A lock is also introduced on the link list holding the free sections to avoid any possibility of threaded miscellaneous cuda allocations being the root cause.	2026-03-05 09:04:24 -08:00
comfyanonymous	6ef82a89b8	ComfyUI v0.16.1	2026-03-05 10:38:33 -05:00
ComfyUI Wiki	da29b797ce	Update workflow templates to v0.9.8 (#12788)	2026-03-05 07:23:23 -08:00
Alexander Piskun	9cdfd7403b	feat(api-nodes): enable Kling 3.0 Motion Control (#12785)	2026-03-05 07:12:38 -08:00
Alexander Piskun	bd21363563	feat(api-nodes-xAI): updated models, pricing, added features (#12756)	2026-03-05 04:29:39 -08:00
comfyanonymous	e04d0dbeb8	ComfyUI v0.16.0	2026-03-05 04:06:29 -05:00
ComfyUI Wiki	c8428541a6	chore: update workflow templates to v0.9.7 (#12780)	2026-03-05 03:58:25 -05:00
comfyanonymous	4941671b5a	Fix cuda getting initialized in cpu mode. (#12779)	2026-03-05 02:39:51 -05:00
ComfyUI Wiki	c5fe8ace68	chore: update workflow templates to v0.9.6 (#12778)	2026-03-05 02:37:35 -05:00
comfyanonymous	f2ee7f2d36	Fix cublas ops on dynamic vram. (#12776)	2026-03-05 01:21:55 -05:00
comfyanonymous	43c64b6308	Support the LTXAV 2.3 model. (#12773)	2026-03-04 20:06:20 -05:00
comfyanonymous	ac4a943ff3	Initial load device should be cpu when using dynamic vram. (#12766)	2026-03-04 16:33:14 -05:00
rattus	8811db52db	comfy-aimdo 0.2.6 (#12764) ... Comfy Aimdo 0.2.6 fixes a GPU virtual address leak. This would manfiest as an error after a number of workflow runs.	2026-03-04 12:12:37 -08:00
Jukka Seppänen	0a7446ade4	Pass tokens when loading text gen model for text generation (#12755) ... Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-03-04 08:59:56 -08:00
rattus	9b85cf9558	Comfy Aimdo 0.2.5 + Fix offload performance in DynamicVram (#12754) ... * ops: dont unpin nothing This was calling into aimdo in the none case (offloaded weight). Whats worse, is aimdo syncs for unpinning an offloaded weight, as that is the corner case of a weight getting evicted by its own use which does require a sync. But this was heppening every offloaded weight causing slowdown. * mp: fix get_free_memory policy The ModelPatcherDynamic get_free_memory was deducting the model from to try and estimate the conceptual free memory with doing any offloading. This is kind of what the old memory_memory_required was estimating in ModelPatcher load logic, however in practical reality, between over-estimates and padding, the loader usually underloaded models enough such that sampling could send CFG +/- through together even when partially loaded. So don't regress from the status quo and instead go all in on the idea that offloading is less of an issue than debatching. Tell the sampler it can use everything.	2026-03-04 07:49:13 -08:00
rattus	d531e3fb2a	model_patcher: Improve dynamic offload heuristic (#12759) ... Define a threshold below which a weight loading takes priority. This actually makes the offload consistent with non-dynamic, because what happens, is when non-dynamic fills ints to_load list, it will fill-up any left-over pieces that could fix large weights with small weights and load them, even though they were lower priority. This actually improves performance because the timy weights dont cost any VRAM and arent worth the control overhead of the DMA etc.	2026-03-04 07:47:44 -08:00
Arthur R Longbottom	eb011733b6	Fix VideoFromComponents.save_to crash when writing to BytesIO (#12683) ... * Fix VideoFromComponents.save_to crash when writing to BytesIO When `get_container_format()` or `get_stream_source()` is called on a tensor-based video (VideoFromComponents), it calls `save_to(BytesIO())`. Since BytesIO has no file extension, `av.open` can't infer the output format and throws `ValueError: Could not determine output format`. The sibling class `VideoFromFile` already handles this correctly via `get_open_write_kwargs()`, which detects BytesIO and sets the format explicitly. `VideoFromComponents` just never got the same treatment. This surfaces when any downstream node validates the container format of a tensor-based video, like TopazVideoEnhance or any node that calls `validate_container_format_is_mp4()`. Three-line fix in `comfy_api/latest/_input_impl/video_types.py`. * Add docstring to save_to to satisfy CI coverage check	2026-03-04 00:29:00 -05:00
rattus	ac6513e142	DynamicVram: Add casting / fix torch Buffer weights (#12749) ... * respect model dtype in non-comfy caster * utils: factor out parent and name functionality of set_attr * utils: implement set_attr_buffer for torch buffers * ModelPatcherDynamic: Implement torch Buffer loading If there is a buffer in dynamic - force load it.	2026-03-03 18:19:40 -08:00
Terry Jia	b6ddc590ed	CURVE type (#12581) ... * CURVE type * fix: update typed wrapper unwrap keys to __type__ and __value__ * code improve * code improve	2026-03-03 16:58:53 -08:00
comfyanonymous	f719a9d928	Adjust memory usage factor of zeta model. (#12746)	2026-03-03 17:35:22 -05:00
rattus	174fd6759d	main: Load aimdo after logger is setup (#12743) ... This was too early. Aimdo can use the logger in error paths and this causes a rogue default init if aimdo has something to log.	2026-03-03 08:51:15 -08:00
rattus	09bcbddfcf	ModelPatcherDynamic: Force load all non-comfy weights (#12739) ... * model_management: Remove non-comfy dynamic _v caster * Force pre-load non-comfy weights to GPU in ModelPatcherDynamic Non-comfy weights may expect to be pre-cast to the target device without in-model casting. Previously they were allocated in the vbar with _v which required the _v fault path in cast_to. Instead, back up the original CPU weight and move it directly to GPU at load time.	2026-03-03 08:50:33 -08:00
xeinherjer	dff0a4a158	Fix VAEDecodeAudioTiled ignoring tile_size input (#12735) (#12738)	2026-03-02 20:17:51 -05:00
Lodestone	9ebee0a217	Feat: z-image pixel space (model still training atm) (#12709) ... * draft zeta (z-image pixel space) * revert gitignore * model loaded and able to run however vector direction still wrong tho * flip the vector direction to original again this time * Move wrongly positioned Z image pixel space class * inherit Radiance LatentFormat class * Fix parameters in classes for Zeta x0 dino * remove arbitrary nn.init instances * Remove unused import of lru_cache --------- Co-authored-by: silveroxides <ishimarukaito@gmail.com>	2026-03-02 19:43:47 -05:00
comfyanonymous	57dd6c1aad	Support loading zeta chroma weights properly. (#12734)	2026-03-02 18:54:18 -05:00
ComfyUI Wiki	f1f8996e15	chore: update workflow templates to v0.9.5 (#12732)	2026-03-02 09:13:42 -08:00
Alexander Piskun	afb54219fa	feat(api-nodes): allow to use "IMAGE+TEXT" in NanoBanana2 (#12729)	2026-03-01 23:24:33 -08:00
rattus	7175c11a4e	comfy aimdo 0.2.4 (#12727) ... Comfy Aimdo 0.2.4 fixes a VRAM buffer alignment issue that happens in someworkflows where action is able to bypass the pytorch allocator and go straight to the cuda hook.	2026-03-01 22:21:41 -08:00
rattus	dfbf99a061	model_mangament: make dynamic --disable-smart-memory work (#12724) ... This was previously considering the pool of dynamic models as one giant entity for the sake of smart memory, but that isnt really the useful or what a user would reasonably expect. Make Dynamic VRAM properly purge its models just like the old --disable-smart-memory but conditioning the dynamic-for-dynamic bypass on smart memory. Re-enable dynamic smart memory.	2026-03-01 19:18:56 -08:00
comfyanonymous	602f6bd82c	Make --disable-smart-memory disable dynamic vram. (#12722)	2026-03-01 15:28:39 -05:00
rattus	c0d472e5b9	comfy-aimdo 0.2.3 (#12720)	2026-03-01 11:14:56 -08:00
drozbay	4d79f4f028	fix: handle substep sigmas in context window set_step (#12719) ... Multi-step samplers (eg. dpmpp_2s_ancestral) call the model at intermediate sigma values not present in the schedule. This caused set_step to crash with "No sample_sigmas matched current timestep" when context windows were enabled. The fix is to keep self._step from the last exact match when a substep sigma is encountered, since substeps are still logically part of their parent step and should use the same context windows. Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>	2026-03-01 09:38:30 -08:00
Christian Byrne	850e8b42ff	feat: add text preview support to jobs API (#12169) ... * feat: add text preview support to jobs API Amp-Thread-ID: https://ampcode.com/threads/T-019c0be0-9fc6-71ac-853a-7c7cc846b375 Co-authored-by: Amp <amp@ampcode.com> * test: update tests to expect text as previewable media type Amp-Thread-ID: https://ampcode.com/threads/T-019c0be0-9fc6-71ac-853a-7c7cc846b375 ---------	2026-02-28 21:38:19 -08:00
Christian Byrne	d159142615	refactor: rename Mahiro CFG to Similarity-Adaptive Guidance (#12172) ... * refactor: rename Mahiro CFG to Similarity-Adaptive Guidance Rename the display name to better describe what the node does: adaptively blends guidance based on cosine similarity between positive and negative conditions. Amp-Thread-ID: https://ampcode.com/threads/T-019c0d36-8b43-745f-b7b2-e35b53f17fa1 Co-authored-by: Amp <amp@ampcode.com> * feat: add search aliases for old mahiro name Amp-Thread-ID: https://ampcode.com/threads/T-019c0d36-8b43-745f-b7b2-e35b53f17fa1 * rename: Similarity-Adaptive Guidance → Positive-Biased Guidance (per reviewer) - display_name changed to 'Positive-Biased Guidance' to avoid SAG acronym collision - search_aliases expanded: mahiro, mahiro cfg, similarity-adaptive guidance, positive-biased cfg - ruff format applied --------- Co-authored-by: Amp <amp@ampcode.com> Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-28 20:59:24 -08:00
comfyanonymous	1080bd442a	Disable dynamic vram on wsl. (#12706)	2026-02-28 22:23:28 -05:00
comfyanonymous	17106cb124	Move parsing of requirements logic to function. (#12701)	2026-02-28 22:21:32 -05:00
rattus	48bb0bd18a	cli_args: Default comfy to DynamicVram mode (#12658)	2026-02-28 16:52:30 -05:00
rattus	5f41584e96	Disable dynamic_vram when weight hooks applied (#12653) ... * sd: add support for clip model reconstruction * nodes: SetClipHooks: Demote the dynamic model patcher * mp: Make dynamic_disable more robust The backup need to not be cloned. In addition add a delegate object to ModelPatcherDynamic so that non-cloning code can do ModelPatcherDynamic demotion * sampler_helpers: Demote to non-dynamic model patcher when hooking * code rabbit review comments	2026-02-28 16:50:18 -05:00
Jukka Seppänen	1f6744162f	feat: Support SCAIL WanVideo model (#12614)	2026-02-28 16:49:12 -05:00
fappaz	95e1059661	fix(ace15): handle missing lm_metadata in memory estimation during checkpoint export #12669 (#12686)	2026-02-28 01:18:40 -05:00
Christian Byrne	80d49441e5	refactor: use AspectRatio enum members as ASPECT_RATIOS dict keys (#12689) ... Amp-Thread-ID: https://ampcode.com/threads/T-019ca1cb-0150-7549-8b1b-6713060d3408 Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-27 20:53:46 -08:00
comfyanonymous	9d0e114ee3	PyOpenGL-accelerate is not necessary. (#12692)	2026-02-27 23:34:58 -05:00
Talmaj	ac4412d0fa	Native LongCat-Image implementation (#12597)	2026-02-27 23:04:34 -05:00