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Author	SHA1	Message	Date
dante01yoon	fbb9932d26	refactor: replace MatchType with MultiType inputs and dual FLOAT/INT outputs ... Allow mixing INT and FLOAT connections on the same node by switching from MatchType (which forces all inputs to the same type) to MultiType. Output both FLOAT and INT so users can pick the type they need. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-04 09:51:17 +09:00
Dante	baf4dbe46c	Merge branch 'master' into feat/math-expression-node	2026-03-03 18:05:04 +09:00
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
dante01yoon	285013618b	test: update tests for simpleeval migration ... Update JSONata syntax to Python syntax ($sum -> sum, $string -> str), add tests for math functions (sqrt, ceil, floor, sin, log10) and variadic sum(a, b, c). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 21:16:28 +09:00
dante01yoon	be3d1d9d5b	refactor: replace jsonata with simpleeval for math evaluation ... jsonata PyPI package has critical issues: no Python 3.12/3.13 wheels, no ARM/Apple Silicon wheels, abandoned (last commit 2023), C extension. Replace with simpleeval (pure Python, 3.4M downloads/month, MIT, AST-based security). Add math module functions (sqrt, ceil, floor, log, sin, cos, tan) and variadic sum() supporting both sum(values) and sum(a, b, c). Pin version to >=1.0,<2.0. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 21:16:23 +09:00
dante01yoon	245d3fd3d5	test: add unit tests for Math Expression node ... Add tests for _positional_alias (a-z mapping) and execute() covering arithmetic operations, float inputs, $sum(values), and error cases. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 18:00:09 +09:00
dante01yoon	094e5c25a7	fix: use TemplateNames, cap inputs at 26, improve error message ... Address Kosinkadink review feedback: - Switch from Autogrow.TemplatePrefix to Autogrow.TemplateNames so input slots are named a-z, matching expression variables directly - Cap max inputs at 26 (a-z) instead of 100 - Simplify execute() by removing dual-mapping hack - Include expression and result value in error message Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 18:00:05 +09:00
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
dante01yoon	5a00b33a12	refactor: remove EagerEval, scope PR to math node only ... Remove EagerEval dataclass from _io.py and eager_eval usage from nodes_math.py. Eager execution will be designed as a general-purpose system in a separate effort. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 10:51:13 +09:00
comfyanonymous	94f1a1cc9d	Limit overlap in image tile and combine nodes to prevent issues. (#12688)	2026-02-27 20:16:24 -05:00
dante01yoon	2c0821bed7	fix: address CodeRabbit review feedback ... - Harden EagerEval.validate with type checks and strip() for empty strings - Add _positional_alias for spreadsheet-style names beyond z (aa, ab...) - Validate JSONata result is numeric before returning - Add jsonata to requirements.txt Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 10:00:51 +09:00
rattus	e721e24136	ops: implement lora requanting for non QuantizedTensor fp8 (#12668) ... Allow non QuantizedTensor layer to set want_requant to get the post lora calculation stochastic cast down to the original input dtype. This is then used by the legacy fp8 Linear implementation to set the compute_dtype to the preferred lora dtype but then want_requant it back down to fp8. This fixes the issue with --fast fp8_matrix_mult is combined with --fast dynamic_vram which doing a lora on an fp8_ non QT model.	2026-02-27 19:05:51 -05:00
Reiner "Tiles" Prokein	25ec3d96a3	Class WanVAE, def encode, feat_map is using self.decoder instead of self.encoder (#12682)	2026-02-27 19:03:45 -05:00
dante01yoon	d43390eedb	feat: register nodes_math.py in extras_files loader list ... Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 08:26:22 +09:00
dante01yoon	a2abe9ecfd	feat: add Math Expression node with JSONata evaluation ... Add ComfyMathExpression node that evaluates JSONata expressions against dynamically-grown numeric inputs using Autogrow + MatchType. Sends input context via ui output so the frontend can re-evaluate when the expression changes without a backend round-trip. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 08:26:02 +09:00
dante01yoon	347802851f	feat: add EagerEval dataclass for frontend-side node evaluation ... Add EagerEval to the V3 API schema, enabling nodes to declare frontend-evaluated JSONata expressions. The frontend uses this to display computation results as badges without a backend round-trip. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 08:26:02 +09:00
Christian Byrne	1f1ec377ce	feat: add ResolutionSelector node for aspect ratio and megapixel-based resolution calculation (#12199) ... Amp-Thread-ID: https://ampcode.com/threads/T-019c179e-cd8c-768f-ae66-207c7a53c01d Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-27 09:13:57 -08:00
pythongosssss	0a7f8e11b6	fix torch.cat requiring inputs to all be same dimensions (#12673)	2026-02-27 08:13:24 -08:00
vickytsang	35e9fce775	Enable Pytorch Attention for gfx950 (#12641)	2026-02-26 20:16:12 -05:00
Jukka Seppänen	c7f7d52b68	feat: Support SDPose-OOD (#12661)	2026-02-26 19:59:05 -05:00
rattus	08b26ed7c2	bug_report template: Push harder for logs (#12657) ... We get a lot od bug reports without logs, especially for performance issues.	2026-02-26 18:59:24 -05:00
fappaz	b233dbe0bc	feat(ace-step): add ACE-Step 1.5 lycoris key alias mapping for LoKR #12638 (#12665)	2026-02-26 18:19:19 -05:00
comfyanonymous	3811780e4f	Portable with cu128 isn't useful anymore. (#12666) ... Users should either use the cu126 one or the regular one (cu130 at the moment) The cu128 portable is still included in the latest github release but I will stop including it as soon as it becomes slightly annoying to deal with. This might happen as soon as next week.	2026-02-26 17:12:29 -05:00
comfyanonymous	3dd10a59c0	ComfyUI v0.15.1	2026-02-26 15:59:22 -05:00
ComfyUI Wiki	88d05fe483	chore: update workflow templates to v0.9.4 (#12664)	2026-02-26 15:52:45 -05:00
Alexander Piskun	fd41ec97cc	feat(api-nodes): add NanoBanana2 (#12660)	2026-02-26 15:52:10 -05:00
rattus	420e900f69	main: load aimdo earlier (#12655) ... Some custom node packs are naughty, and violate the dont-load-torch-on-load rule. This causes aimdo to lose preference on its allocator hook on linux. Go super early on the aimdo first-stage init before custom nodes are mentioned at all.	2026-02-26 15:19:38 -05:00
pythongosssss	38ca94599f	pyopengl-accelerate can cause object to be numpy ints instead of bare ints, which the glDeleteTextures function does not accept, explicitly cast to int (#12650)	2026-02-26 03:07:35 -08:00
Christian Byrne	74b5a337dc	fix: move essentials_category to correct replacement nodes (#12568) ... Move essentials_category from deprecated/incorrect nodes to their replacements: - ImageBatch → BatchImagesNode (ImageBatch is deprecated) - Blur → removed (should use subgraph blueprint) - GetVideoComponents → Video Slice Amp-Thread-ID: https://ampcode.com/threads/T-019c8340-4da2-723b-a09f-83895c5bbda5	2026-02-26 01:00:32 -08:00
comfyanonymous	8a4d85c708	Cleanups to the last PR. (#12646)	2026-02-26 01:30:31 -05:00
Tavi Halperin	a4522017c5	feat: per-guide attention strength control in self-attention (#12518) ... Implements per-guide attention attenuation via log-space additive bias in self-attention. Each guide reference tracks its own strength and optional spatial mask in conditioning metadata (guide_attention_entries).	2026-02-26 01:25:23 -05:00