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SolitaryThinker-patch-1

SolitaryThinker-patch-2

add_agents.md

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alex/opt-ltx23-nvfp4

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attn-loud-fail

b200-ssim-full-quality

backend_dev

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comfy_custom_wendy

comfy_pipline

comp_time

cursor-agent

deltadit

dmd

docs-build

docs/add-release-skill

docs/readme-realtime-demo

ds8/dreamversev2-dev

experiments

feat/add-model-skill-revision

feat/cosmos3-action

feat/cosmos3-audio

feat/cosmos3-i2v

feat/cosmos3-reasoning

feat/cosmos3-tier-a-port

feat/dreamverse-monorepo-main-sync

feat/dreamverse-monorepo-main-sync-plus-profile

feat/h3-dmd2

feat/h3-dmd2-vsa

feat/h3-t2av-dmd-training

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feat/pipeline-startup-profiling

feat/startup-loader-foundation

feat/studio-ray-multinode

fix-h3-regional-compile-recompiles

fix/ci-retry-and-ssim

fix/fa4-cutedsl-api-compat

fix/interleave-thinker-review

fix/pr1807-collective-agreement

fix/setuptools-package-discovery

fix/vae-tiling-reset

fix/workload-type-from-registration

fix_timestep_sample

flex_sta_rlsu

flex_sta_rlsu_debug

generate_syn

hangliang_sw

hao-cleanup2

hao-edit

hao-test

hunyuan-gamecraft-v2

hunyuan15-support

hy_experiments

hy_experiments2

i2v_demo

i2v_fixed

impl-kandinsky-r12-repair

infer_sta_tea

inference-compile

infra/gb10-image-sm121a

integration/h3-perf-stack

integration/h3-vsa-fullgraph-all-20260822

jinzhe/distill

jinzhe/fix/parquet_dataset

jinzhe/flux

kernel/gb10-vsa128-tile128

kernels

klin/5090-fixes

klin/comfyui-precision-fixes

klin/dv-test

klin/h3-studio-editor

klin/trackwan

klin/ui-testing-1

klin/world_model_ui

kv_cache_fix

loay/ltx2_fp8

ltx25-integration

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maint/ci-runner-rewrite-only

maint/cosmos3-final-refresh-20260720

maint/cosmos3-video-parity-20260720

maint/cosmos3-video-parity-rebase-only

maint/cosmos3-video-parity-seed

maint/dreamverse-remove-equal-delay-race

maint/ltx2-finetune-rebase-only

maint/ltx2-nvfp4-qat-rebase-only

maint/ltx2-rmsnorm-dtype

maint/perf-comparator-statuses

maint/perf-host-profile-guard

maint/perf-lane-cpu16

maint/perf-worker-log-capture

maint/pr1030-rebase-only

maint/pr1290-rebase-only

maint/pr1290-refresh

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maint/pr1382-fullstack

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maint/pr1442-fixed

maint/pr1442-rebase-only

maint/pr1449-fixed

maint/pr1453-fixed

maint/pr1453-rebase-only

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maint/pr1471-fixed

maint/pr1471-fixed-v2

maint/pr1471-rebase-only

maint/pr1476-rebase-only

maint/pr1488-fixed

maint/pr1488-rebase-only

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maint/pr1496-rebase-only

maint/pr1505-fixed

maint/pr1505-rebase-only

maint/pr1509-fixed

maint/pr1518-fixed

maint/pr1538-fixed

maint/pr1538-rebase-only

maint/pr1538-wave5

maint/pr1546-fixed

maint/pr1546-fixed-v2

maint/pr1551-fixed

maint/pr1560-rebase-only

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maint/pr1563-rebase-only

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maint/pr1617-torchcodec-fix

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maint/pr1659-fixes

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maint/pr1802-rebase-only

maint/preprocessing-ci

maint/skip-longcat-oom

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maint/zimage-ssim-prep

matthew/causal

matthew/debug_training

matthew/debug_training_2

matthew/demo

matthew/moe_debug

matthew/moe_revert

matthew/peprocessing

matthew/wan2.2-new

mochi-dev

model/port-lingbot-video-ti2v

model/port-magi-2

model_config

motion-stream/causal-kernel

ms-recipe

perf/fa4-vsa-block64

perf/fused-adamw-training

perf/h3-regional-compile-main-20260822

perf/h3-vsa-fullgraph-20260822

perf/ulysses-h3-adaptive

perf/ulysses-mfu-study

perf_reg_skill

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pr1362-fixes

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pr1711-fixes

py/add_rl

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reason

refactor-config

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revert-1172-job_runner_ui_2

revert-591-yq/update

revert-595-main

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rlsu-test

rlsu-video-cut

satyam/ci-production-performance-regression

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satyam/temp_per_check_H3_spark

sdpa-mask-2d-fix

sdpa-mask-2d-fix-v2

shao/eval

shao/ltx2-cfg-v2

shreejith/unified-kernel-package

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vsa_bwd_fix

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wei/SF

wei/SF_infer

wei/api

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wei/hy1.5

wei/hy15-1080

wei/hy15-i2v

wei/hy15_causal

wei/hy15_cf

wei/hy15_ode

wei/hy15_preprocess

wei/i2v

wei/issues

wei/ode_preprocess

wei/videox

wei/wan2.2-distill-new

wei/wan2.2-finetune

wei/wan2.2-training

wei/wan_dit_align

wei/wan_mc

will/add-model-skill

will/api_6_test

will/benchmark

will/cosmos2

will/debug

will/debug_ode

will/debug_vae

will/debug_validation

will/demo_public

will/design

will/distill_model_load

will/dmd_i2v_debug

will/docker_demo

will/dreamverse-monorepo

will/ema_fsdp_fix

will/f_0

will/fix-rebased

will/fix2

will/fix_denoise_init

will/fix_dep

will/fix_distill

will/fix_i2v

will/fix_shape

will/fix_tests

will/fix_validation

will/fix_validation_pipeline

will/fix_wan2

will/flux-ci

will/fp8

will/gradio-demo

will/hy15_training

will/i2v_oom

will/i2v_val

will/improve_preproc

will/improve_preprocessing

will/imrpove_api

will/kv_cache_fix_rebased

will/lora_checkpoint

will/ltx-base

will/ltx2

will/ltx2_sr

will/ltx2_sr_port

will/magi

will/magi-03-dit-review-fixes

will/magi-06-activate

will/moe_ode

will/move_tests

will/new_i2v

will/ode_init

will/preprocess_ci

will/process_prompts

will/qat

will/readme2

will/rebase

will/refactor_denoising

will/remove_v1_folder

will/reorg_examples

will/rewrite_validation

will/rl

will/sf_causal

will/sp_training

will/streaming

will/studio-l1-jobs

will/t2v_i2v

will/test_pr

will/training-VSA-rebase

will/training_mp

will/training_readme

will/transfusion

will/update_docker

will/update_min_python

will/v2.1

will/veo-training-data

will/videox

will/wan2.2

will/wan2.2-finetune-rebased-prof

will/wan2_2_sf

will/will_dmd_i2v

will/zmq-worker

william/pr1253-review-and-stable-audio

wip/flashinfer-sageattn3

worktree-agent-a58b1c80

worktree-agent-a67f7ec1

worktree-agent-a7083254

yq-update

yq/Wan2.2-time

yq/distill

yq/distill-i2v

yq/dmd-vis

yq/wan2.2-training

zihang-gradient-checkpoint

zihang-textencoder

zihang-training

v0.0.5

v0.1.0

v0.1.1

v0.1.2

v0.1.5

v0.1.6

v0.1.7

v0.2.0

Mono Color

• ac11912063 [feat]: identity policy — model_id primary, HF repos as fail-closed aliases (weights + component sources) SolitaryThinker 2026-07-22 16:04:47 -07:00
• 97d653456e [feat]: offline SDK — Model/Result (modality-neutral handle over the gated engine path) SolitaryThinker 2026-07-22 15:54:30 -07:00
• ec1e32e070 [misc]: layers-extraction equivalence evidence (anchor bitwise 0.0 on unchanged baseline) SolitaryThinker 2026-07-22 15:44:32 -07:00
• 3a709f78cc [feat]: shared layers/ (norms, MLP, embeddings, rotary, attention) extracted from the Wan model — key- and cast-compatible SolitaryThinker 2026-07-22 15:42:14 -07:00
• 0c824beb7b [misc]: aligned evidence — bitwise DiT anchor (0.0 bf16+fp32), full ladder green, aligned 50-step sample SolitaryThinker 2026-07-22 15:34:45 -07:00
• a37198afb7 [fix]: attention fallback keyed on autocast state, not q dtype — official casts fp32-promoted q/k to bf16 and runs flash SolitaryThinker 2026-07-22 15:28:31 -07:00
• ee18433a6e [fix]: split storage vs compute dtype — DiT stores fp32 like official, computes bf16 via provenance.precision autocast SolitaryThinker 2026-07-22 15:25:50 -07:00
• 2000e8a0ff [feat]: align the DiT with official — vendored WanModel (pinned 9737cba) + official weights + official autocast regime SolitaryThinker 2026-07-22 15:20:45 -07:00
• 3333d959c0 [misc]: fp32 exact-math golden + final 3-way numerics report + decomposition ledger records SolitaryThinker 2026-07-22 15:03:17 -07:00
• 7db862e6ff [misc]: dit_fp32 gate bound above the measured 2.6e-3 diffusers-vs-official fp32 delta (suspected RoPE; growth fails) SolitaryThinker 2026-07-22 15:01:38 -07:00
• 787e17f500 [fix]: sdpa-fp32 exact-math golden (flash helper force-casts bf16); isolated anchor probes; robust report over record unions SolitaryThinker 2026-07-22 14:59:23 -07:00
• 93f80b5c4b [feat]: fp32 exact-math anchor row (dit_fp32 golden + adapters); document load-bearing 512 zero-pad context SolitaryThinker 2026-07-22 14:55:43 -07:00
• b57f3ad47d [fix]: probe sdpa shim k_lens device SolitaryThinker 2026-07-22 14:52:52 -07:00
• a31f19ab5a [misc]: DiT delta decomposition probe (MATH/PAD/CAST/ATTN) + fp32 exact-math golden capture SolitaryThinker 2026-07-22 14:49:15 -07:00
• 194d27220f [misc]: official Wan2.1 goldens (commit 9737cba) + 3-way numerics report + anchor ledger records SolitaryThinker 2026-07-22 14:39:11 -07:00
• b28b01e405 [fix]: official text cleaning (ftfy width-fold retokenizes CJK; anchor caught rel 0.42 on negative prompt); fastvideo_main VAE device; resilient compare SolitaryThinker 2026-07-22 14:35:54 -07:00
• 8e17148bd1 [misc]: pin py3.12/torch2.12; goldens captured in the fastvideo env by policy (env_policy in manifest) SolitaryThinker 2026-07-22 14:25:34 -07:00
• 1387a9c5e7 [feat]: official-goldens anchor — capture shim, per-impl adapters, verify --anchor, 3-way numerics comparison SolitaryThinker 2026-07-22 14:18:57 -07:00
• ad1dd41c99 [docs]: tighten card docstring to standard terms (serializable, content-addressed) SolitaryThinker 2026-07-22 13:54:56 -07:00
• ceb5a24a30 [docs]: spell out what JSON round-trip and the content digest guarantee (and don't) on cards SolitaryThinker 2026-07-22 13:51:01 -07:00
• 9c86d28e11 [misc]: kill FA4 tail-tile hypothesis; anomaly reproduced standalone as forward-schedule intrinsic SolitaryThinker 2026-07-22 12:41:15 -07:00
• a7317d2217 [misc]: record traced lt-pinned variant neutral on unstable tray; healthy-allocation gate required SolitaryThinker 2026-07-22 12:33:23 -07:00
• 8bf6eff18f [perf]: bank first kernel-level MFU gain via pinned cuBLASLt backward algos SolitaryThinker 2026-07-22 10:58:25 -07:00
• acad815f5c [perf]: cuBLASLt algo sweep finds 8-9% GEMM band headroom with bit-exact parity SolitaryThinker 2026-07-22 09:21:15 -07:00
• 971827ad95 [misc]: add prioritized BF16 kernel research plan toward 50% MFU SolitaryThinker 2026-07-22 09:13:32 -07:00
• e82addb927 [misc]: quantify the 50% MFU feasibility budget; reject FA4 split tuning SolitaryThinker 2026-07-22 09:10:26 -07:00
• 26b455b7b6 [misc]: record 8x env-stack gate on degraded rack-059 pair; close BF16 campaign handoff SolitaryThinker 2026-07-22 09:00:15 -07:00
• c459a18978 [misc]: root-cause rack-057 8x MNNVL/IMEX hang; record working multi-node preamble SolitaryThinker 2026-07-22 08:41:44 -07:00
• 9435b3f29f [perf]: accept inductor coordinate-descent env stack; record BF16 campaign gates SolitaryThinker 2026-07-22 07:54:06 -07:00
• ae99a82ccf [misc]: GB200 evidence — blessed fingerprints, T0-T3 ledger records, 50-step sample (md5-identical to reference) SolitaryThinker 2026-07-22 07:45:26 -07:00
• 89a55be5f5 [fix]: card-declared compute dtypes — preserve loader fp32 islands, never introspect mixed-dtype modules SolitaryThinker 2026-07-22 07:39:09 -07:00
• 964769efb7 [fix]: force card-declared dtypes after loading (torch_dtype renamed upstream; loader default must not win) SolitaryThinker 2026-07-22 07:34:39 -07:00
• e10d45d8be [feat]: fastvideo2 MVP — data cards, driven loop, enforced pipelines, wan2.1 reference oracle, tiered verifier + evidence ledger SolitaryThinker 2026-07-22 07:24:24 -07:00
• 7cd5d02104 [misc]: strip repo for the v2.1 clean-slate MVP branch SolitaryThinker 2026-07-22 07:24:14 -07:00
• 3083c59ef4 [misc]: audit and confirm the LTX2 MFU numerator; document the 2450 TFLOP/s convention SolitaryThinker 2026-07-22 06:06:33 -07:00
• 6199cbee66 [misc]: re-gate tracker head as timing-neutral on 4x GB200 SolitaryThinker 2026-07-22 05:27:12 -07:00
• 9fb74b9732 Make LTX-2 RMSNorm out-of-place so torch_tensorrt + Ulysses SP compiles (#1623) pkisfaludi-nvandClaude Opus 4.8 2026-07-22 04:32:04 -07:00
• 52f1114dd9 [misc]: add resumable LTX2 MFU tracker SolitaryThinker 2026-07-22 04:13:27 -07:00
• 3f3f06541c [bugfix]: make LTX video validation memory-safe SolitaryThinker 2026-07-22 03:15:20 -07:00
• 0e60a0e9cc [bugfix]: isolate compiled validation inference SolitaryThinker 2026-07-22 03:14:47 -07:00
• 20c36acefc [perf]: group adjacent FSDP2 modules SolitaryThinker 2026-07-21 23:26:39 -07:00
• fa47ce1ab5 [perf]: enable packed LTX projections in overfit recipe SolitaryThinker 2026-07-21 21:05:59 -07:00
• 7afd751915 [test]: isolate LTX SP subprocess imports SolitaryThinker 2026-07-21 21:01:52 -07:00
• cc5913e5c4 [test]: cover fused parameter export SolitaryThinker 2026-07-21 21:00:42 -07:00
• 26f909c520 [test]: cover packed LTX sequence parallelism SolitaryThinker 2026-07-21 20:56:27 -07:00
• d016237096 [perf]: pack LTX attention projections SolitaryThinker 2026-07-21 20:51:04 -07:00
• 002ec0771b [perf]: retain FSDP parameters across accumulation SolitaryThinker 2026-07-21 19:44:44 -07:00
• 49508050b7 [perf]: embed uniform LTX2 timestep once SolitaryThinker 2026-07-21 18:42:06 -07:00
• f031fc576c update parity test. model/port-lingbot-video-ti2v Davids048 2026-07-22 01:41:08 +00:00
• 7f6c290c93 [perf]: defer gradient norm materialization SolitaryThinker 2026-07-21 18:16:47 -07:00
• 7c58950a92 [perf]: keep LTX2 overfit input pipeline warm SolitaryThinker 2026-07-21 17:11:56 -07:00
• 0b324d0a40 [perf]: skip redundant FSDP accumulation sync SolitaryThinker 2026-07-21 16:54:40 -07:00
• 5129a450b0 [test]: seed Cosmos3 I2V fingerprint maint/cosmos3-video-parity-seed maint/cosmos3-video-parity-20260720 SolitaryThinker 2026-07-21 16:50:23 -07:00
• 2e64d70389 [test]: add Cosmos3 I2V fingerprint seed SolitaryThinker 2026-07-21 16:44:23 -07:00
• 9cb162f3d5 [docs]: record Cosmos3 fingerprint CI contract SolitaryThinker 2026-07-21 16:32:12 -07:00
• 96ad3f2f92 [ci]: gate Cosmos3 DiT with exact fingerprints SolitaryThinker 2026-07-21 16:31:59 -07:00
• 0d5094eb1f [test]: seed Cosmos3 omni fingerprint hashes SolitaryThinker 2026-07-21 16:28:53 -07:00
• 1bec0b5876 [test]: cover Cosmos3 omni transformer fingerprint SolitaryThinker 2026-07-21 16:26:36 -07:00
• 1dbc03ff9a [test]: seed Cosmos3 transformer fingerprint SolitaryThinker 2026-07-21 16:07:34 -07:00
• 71ef62f336 [fix]: match Cosmos3 oracle attention contract SolitaryThinker 2026-07-21 16:05:37 -07:00
• ea7c8939f5 [fix]: use pinned Cosmos3 framework oracle SolitaryThinker 2026-07-21 16:01:53 -07:00
• 07e662e193 [test]: add Cosmos3 transformer fingerprint seed SolitaryThinker 2026-07-21 15:56:28 -07:00
• e42cfa5e5b [perf]: add FSDP symmetric-memory training SolitaryThinker 2026-07-21 15:49:14 -07:00
• 6b2d0690c0 [fix]: match Cosmos3 decode precision maint/cosmos3-video-parity-rebase-only SolitaryThinker 2026-07-20 16:35:05 -07:00
• 3b4cb2ea15 [fix]: preserve Cosmos3 CFG precision SolitaryThinker 2026-07-20 16:07:25 -07:00
• b897e35a69 [fix]: match Cosmos3 timestep precision SolitaryThinker 2026-07-20 15:29:38 -07:00
• f046b85db3 [fix]: disambiguate Cosmos3 registry detection SolitaryThinker 2026-07-20 15:28:41 -07:00
• a913c7dd46 [fix]: normalize Cosmos3 chat template token ids SolitaryThinker 2026-07-20 14:10:56 -07:00
• 4fc1704b6c [test]: include Cosmos3 output type in stage fixture SolitaryThinker 2026-07-20 13:43:57 -07:00
• c1992baa7a [fix]: match official Cosmos3 video sampling defaults SolitaryThinker 2026-07-20 13:41:37 -07:00
• cd52f90b34 [fix]: close Cosmos3 video parity preflight gaps SolitaryThinker 2026-07-20 13:25:20 -07:00
• 1f9b91b45e [feat]: align Cosmos3 video parity contracts SolitaryThinker 2026-07-20 13:09:26 -07:00
• e3f466b097 [test]: refresh Cosmos3 parity oracle imports SolitaryThinker 2026-07-20 13:06:05 -07:00
• be566d1f1a [docs] cosmos3: port_feedback.md (pitfalls/lessons) + native-reuse audit SolitaryThinker 2026-06-07 13:55:10 -07:00
• 8c2b286d7f [docs] cosmos3: full-omni parity summary (all components bit-exact) SolitaryThinker 2026-06-07 13:32:11 -07:00
• dfcf0a181f [feat] cosmos3 PR4: deepstack reasoner forward (image-conditioned reasoning) SolitaryThinker 2026-06-07 13:31:35 -07:00
• 53dbdc30dc [feat] cosmos3 PR4: vision_encoder parity (transformers Qwen3-VL == framework) SolitaryThinker 2026-06-07 13:25:04 -07:00
• c8e4034f0a [feat] cosmos3 PR4: text reasoning (und pathway + lm_head), bit-exact SolitaryThinker 2026-06-07 13:20:16 -07:00
• ebfd649ce3 [misc]: simplify cosmos3 action (fold action split into _split_flat_latent) SolitaryThinker 2026-06-07 16:42:15 -07:00
• ec63ce4c2b [feat] cosmos3 PR3: action (domain-aware) DiT pathway + packing + CFG glue SolitaryThinker 2026-06-07 13:12:23 -07:00
• 3affbe0404 [misc]: simplify cosmos3 audio (fold sound split into _split_flat_latent) SolitaryThinker 2026-06-07 16:37:55 -07:00
• 9b1276ad37 [docs] cosmos3 PR2 (audio/t2vs) complete; bit-exact across components SolitaryThinker 2026-06-07 12:56:24 -07:00
• ac89077b67 [feat] cosmos3 PR2: t2vs pipeline (joint denoise + AVAE decode + AV mux) SolitaryThinker 2026-06-07 12:55:13 -07:00
• 33f424ad58 [feat] cosmos3 PR2: DiT sound pathway + sound packing (bit-exact parity) SolitaryThinker 2026-06-07 12:29:17 -07:00
• 876a64b3fd [docs] cosmos3 PR2: AVAE sound decoder done; remaining audio components SolitaryThinker 2026-06-07 09:51:51 -07:00
• e741852b89 [feat] cosmos3 PR2: native AVAE sound decoder + bit-exact parity SolitaryThinker 2026-06-07 09:50:51 -07:00
• b62bc4771e [docs] cosmos3 PR2: audio port plan (AVAE + DiT sound pathway + t2vs) SolitaryThinker 2026-06-07 09:36:30 -07:00
• e9bc00a9f2 [docs] cosmos3: record T2I verification + resolution-based flow_shift SolitaryThinker 2026-06-07 09:33:02 -07:00
• 4f595271a1 [feat] cosmos3: resolution-based flow_shift + T2I check & example SolitaryThinker 2026-06-07 09:32:09 -07:00
• c88a88f18e [docs] cosmos3: record I2V real-weights verification (feat/cosmos3-i2v) SolitaryThinker 2026-06-07 04:46:06 -07:00
• bf054e5b79 [feat] cosmos3: I2V image conditioning (static-repeat) + parity + example SolitaryThinker 2026-06-07 04:45:32 -07:00
• 6ca684539c [misc]: simplify cosmos3 port (reuse embed, dedup prompt, hoist) SolitaryThinker 2026-06-07 16:33:45 -07:00
• 17275100c5 [docs] cosmos3: record real-weights E2E acceptance + scheduler fix (I003) SolitaryThinker 2026-06-07 01:33:28 -07:00
• 2f4191c88a [bugfix] cosmos3: fix black-video UniPC config; wire E2E inference SolitaryThinker 2026-06-07 01:31:19 -07:00
• 649065537f [misc] cosmos3 PORT_STATUS: PR1 video core complete (framework parity) SolitaryThinker 2026-06-06 23:55:47 -07:00
• 8bfd4a2c16 [feat] cosmos3: native video pipeline + framework denoise parity SolitaryThinker 2026-06-06 23:54:32 -07:00
• 564233fabb [feat] cosmos3: native MoT sequence-packing (video) + framework parity SolitaryThinker 2026-06-06 23:23:31 -07:00
• 9117b3bbac [misc] cosmos3 PORT_STATUS: strict-load done; only pipeline remains SolitaryThinker 2026-06-06 23:11:36 -07:00
• 4ae2a1697b [feat] cosmos3: strict-load verified (identity; needs_conversion=no) SolitaryThinker 2026-06-06 23:10:39 -07:00
• 060eec10c6 [misc] cosmos3 PORT_STATUS: VAE component framework parity verified SolitaryThinker 2026-06-06 22:05:32 -07:00