digital-garbageandClaude Sonnet 5 3052037519 fix: phrase blend -- position-by-position average, not a mean-vector blur ...

Corrected the actual design: encode two FULL conditionings ($style
SHORTCUT1 $postfix and $style SHORTCUT2 $postfix) and average them row by
row -- (1-strength)*A + strength*B per position, strength=0.5 giving
exactly (A+B)/2 as originally specified. The prior mean-vector version
collapsed phraseB's whole sentence into one flat direction applied
identically everywhere, discarding its own word-by-word content.

Resamples the shorter side (linear interpolation along the token axis)
when the two shortcuts tokenize to different lengths, so both sides line
up for the average without changing the output's token count.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

2026-09-21 23:03:01 +03:00

..

_comfy_stubs.py

fix: disable Comfy's model compiler around REINS-injecting/block-repeat forward calls

2026-09-19 23:08:25 +03:00

conftest.py

test: kill the 22 chronic failures — they were stub collisions, not redundant tests

2026-08-03 11:48:58 +03:00

test_alg_guidance.py

feat: schedules for every sampler, a usable frames field, ALG on any sampler

2026-08-11 03:53:11 +03:00

test_bachvid_kv.py

KV-Lock Phase 2: variance-gated scheduler drives BachVid injection

2026-06-21 17:14:06 +03:00

test_batched_phrase_vectors.py

perf(studio): classify every uncertain phrase in one encode instead of one each

2026-08-25 13:36:23 +03:00

test_block_influence.py

fix: rank blocks by share of movement, not by a ratio depth decides

2026-09-04 18:10:55 +03:00

test_block_repeat_last_steps.py

feat: h3_block_repeat_last_steps goes negative for 'apply early, then stop'

2026-09-04 23:01:27 +03:00

test_category_vector_cache.py

perf(studio): embed the category descriptions once per encoder, not once per run

2026-08-25 13:34:08 +03:00

test_companion_conditioning.py

fix(sampler): a wired reference conditioning is not a second scene

2026-08-25 14:06:52 +03:00

test_compiler_disabled_for_forward_patches.py

fix: disable Comfy's model compiler around REINS-injecting/block-repeat forward calls

2026-09-19 23:08:25 +03:00

test_conditioning_payload_length.py

feat(log): one line per feature, state then reason

2026-08-26 23:10:27 +03:00

test_context_windows.py

fix: don't reject projects saved with the old context_window_schedule names

2026-07-31 18:10:10 +03:00

test_cut_opening.py

fix: cut_opening_frames cuts decoded pixels, not latents (noisy first frame)

2026-08-11 23:47:51 +03:00

test_detail_probe.py

feat: span loop — 31,32..40,31,32..40 instead of 31,31,32,32..40,40

2026-09-04 19:56:38 +03:00

test_detailing.py

fix: drop guide keyframes on a resized second pass; unify the two ALG switches

2026-08-11 23:39:47 +03:00

test_diagnostics.py

fix: disable Comfy's model compiler around REINS-injecting/block-repeat forward calls

2026-09-19 23:08:25 +03:00

test_direction_recency.py

feat: Studio liked/bad/axis directions fade old ratings the same way

2026-09-20 01:16:52 +03:00

test_distilled_flow_ancestral.py

fix(sampler): Distilled Flow's s_noise is rectified-flow ancestral now

2026-08-25 17:53:45 +03:00

test_distilled_flow_correction_window.py

fix(sampler): final_correction_steps counts steps that can be corrected

2026-08-25 17:45:13 +03:00

test_dynashift.py

feat: re-enable DynaShift on H3, add a positive-pull bank alongside

2026-09-03 23:22:35 +03:00

test_encode_tally.py

perf(studio): count text-encoder passes by purpose, per run

2026-08-25 13:32:44 +03:00

test_encoder_family.py

fix(studio): right tokenizer family, and never the network first

2026-08-23 04:32:44 +03:00

test_finite_sample_guard.py

fix: the H3 v2a hint only fires when JoyAI audio memory is on; guard the inputs too

2026-08-04 22:48:15 +03:00

test_funpack_log.py

maint: remove the chunk-causal lane

2026-08-26 23:39:32 +03:00

test_gguf_support.py

revert(gguf): back to the load path from 6f04642

2026-08-23 08:12:43 +03:00

test_h3_attn_temperature.py

feat: allow H3 attention temperature to sharpen, not just flatten

2026-09-19 23:14:28 +03:00

test_h3_av_decouple.py

fix: H3 query steering -- NaN strength disagreement, and capture leaking temperature scaling

2026-09-07 04:26:12 +03:00

test_h3_final_layer.py

fix(h3): picture detail ran backwards — H3's final-layer scale is negative

2026-08-27 00:38:46 +03:00

test_h3_interior_pins.py

feat(h3): region-locked anchors, and the taste direction lands after the refiner

2026-08-25 21:48:28 +03:00

test_h3_latent_upscaler.py

feat(detailing): load MiniMax H3's latent upscaler natively

2026-08-21 00:03:43 +03:00

test_h3_q_steering.py

fix: H3 query steering -- NaN strength disagreement, and capture leaking temperature scaling

2026-09-07 04:26:12 +03:00

test_h3_region_lock.py

feat(h3): region-locked anchors, and the taste direction lands after the refiner

2026-08-25 21:48:28 +03:00

test_h3_repr_steering_multiblock.py

test: cover the real-direction cache path round 3 of review found was untested

2026-09-19 19:51:16 +03:00

test_h3_repr_steering.py

feat: REINS direction fades old ratings (0.9 per rating, read-time)

2026-09-20 01:16:52 +03:00

test_h3_token_weights.py

fix: phrase blend -- position-by-position average, not a mean-vector blur

2026-09-21 23:03:01 +03:00

test_h3_weight_dtype_warning.py

feat(loaders): say it when H3 is loaded at a precision that breaks it

2026-08-27 00:16:43 +03:00

test_host_memory.py

feat: cap ComfyUI's pinned memory without a launch flag

2026-08-23 04:17:41 +03:00

test_identity_transfer.py

Identity transfer: support ComfyUI's new RoPE matrix layout

2026-07-29 17:28:35 +03:00

test_joyai_memory.py

editor: JoyAI-Echo paired audio memory + v2a coupling (phase 2)

2026-06-24 19:04:32 +03:00

test_ksampler_schedule.py

feat: schedules for every sampler, a usable frames field, ALG on any sampler

2026-08-11 03:53:11 +03:00

test_loaders.py

revert(gguf): back to the load path from 6f04642

2026-08-23 08:12:43 +03:00

test_logs_do_not_quote_the_prompt.py

test: follow the phrase-emphasis log's new wording

2026-09-20 01:36:11 +03:00

test_loop_style.py

Loop roll v2: content-only roll — guides and audio memory stay pinned

2026-07-15 21:55:22 +03:00

test_lora_shape_mismatch.py

maint: remove the chunk-causal lane

2026-08-26 23:39:32 +03:00

test_ltx25_compat.py

fix: two LTX-2.5 assumptions that would have failed silently

2026-08-11 22:36:38 +03:00

test_mask_safe_attention.py

test: kill the 22 chronic failures — they were stub collisions, not redundant tests

2026-08-03 11:48:58 +03:00

test_minimax_h3_sampler.py

maint: remove the mid-scene guide

2026-08-27 14:32:20 +03:00

test_minimax_h3_studio.py

fix(studio): the wire is the instruction — drop the ownership toggle

2026-08-23 09:12:22 +03:00

test_minimax_h3.py

fix(lora): a file that matched nothing says what it looked like, and is not "Active"

2026-08-26 23:20:31 +03:00

test_negative_erase.py

fix(studio): cap the negative_erase renorm gain

2026-08-23 03:52:45 +03:00

test_per_block_any_model.py

feat(log): one line per feature, state then reason

2026-08-26 23:10:27 +03:00

test_phrase_probe.py

feat: H3 phrase probe -- where the picture reads a bracketed phrase, and where hiding it changes the picture

2026-09-20 03:18:34 +03:00

test_project_editor_settings.py

feat: the project remembers your Editor settings, so a new rental doesn't reset them

2026-08-06 19:41:18 +03:00

test_prompt_enhancer.py

fix(studio): the enhancer generated twice on every Editor run

2026-08-26 17:48:07 +03:00

test_pulse_temporal.py

Add Pulse temporal style with per-scene ease-down segments

2026-06-10 16:50:19 +03:00

test_quality_sharpness_ksampler.py

revert: latent sharpness -- visible but bad at every strength on the rental

2026-09-20 02:19:12 +03:00

test_reference_conditioning_ownership.py

feat(log): one line per feature, state then reason

2026-08-26 23:10:27 +03:00

test_reference_row_protection.py

fix(h3): the tokenizer's labels are not the user's prompt

2026-08-23 09:55:21 +03:00

test_refinement_keys.py

feat: disable every rating-driven mechanism on H3 except phrase emphasis and REINS

2026-09-03 18:46:30 +03:00

test_run_phase.py

fix: don't reject projects saved with the old context_window_schedule names

2026-07-31 18:10:10 +03:00

test_scene_chain_sampler.py

maint: remove the mid-scene guide

2026-08-27 14:32:20 +03:00

test_scene_wrapper_hygiene.py

fix(sampler): sweep leaked hooks below the blocks; log a hook census per run

2026-08-20 19:14:24 +03:00

test_score_slider.py

sampler: contrastive-pair FreeSliders — minus pole from learned bad_dir

2026-06-24 17:14:25 +03:00

test_second_pass_layout_conds.py

fix: drop guide keyframes on a resized second pass; unify the two ALG switches

2026-08-11 23:39:47 +03:00

test_second_pass_multiscene.py

fix: multi-scene chains work with a resolution-changing second pass

2026-08-12 00:05:52 +03:00

test_second_pass.py

feat(samplers): optional second_pass_sampler

2026-08-23 03:25:10 +03:00

test_settings_card_noise.py

maint: finish prompt repair, and label bounded attention untested

2026-08-27 14:41:10 +03:00

test_shortcut_revolver.py

Shortcut revolver: no-repeat cycling through multi-replacement shortcuts

2026-07-06 05:26:21 +03:00

test_sla_attention.py

refactor(loaders): SLA composes with the attention backend instead of replacing it

2026-08-20 23:36:01 +03:00

test_stage_timing.py

feat(editor): Settings > Appearance gets "Show timeline on hover"

2026-08-25 14:32:11 +03:00

test_state_io_tally.py

perf(studio): report what the refinement key costs, and what is making it big

2026-08-25 13:48:35 +03:00

test_studio_wasted_encodes.py

perf(studio): don't locate phrase ranges for a patch that already declined

2026-08-25 13:26:43 +03:00

test_tensor_sidecar.py

perf(studio): keep the key's tensors in a binary sidecar, not as base64 in its JSON

2026-08-25 13:54:01 +03:00

test_timeline_shortcut_safety.py

fix(editor): a stray letter could split a clip from a window you were typing in

2026-08-27 00:32:17 +03:00

test_trajectory_guidance.py

fix: trajectory guidance never trained — the heads were empty every run

2026-09-03 14:41:00 +03:00

test_trajectory_probe.py

feat: a way to throw the learned state away and start clean

2026-09-03 14:47:26 +03:00

test_v2_category_alignment.py

fix: H3 scale ratings were silently discarded and replaced with the default

2026-09-03 18:56:28 +03:00

test_value_function_device.py

diag(vf): say where the value functions trained, and how big they are

2026-08-25 14:34:26 +03:00