From 0639bb72348afb46cad6af01f8145a8de6c87b23 Mon Sep 17 00:00:00 2001 From: Huy Vu2 Date: Wed, 26 Nov 2025 10:30:29 -0800 Subject: [PATCH 1/3] report for public version --- .../lm_loss_text2image_3kvids.png | Bin 0 -> 197894 bytes .../lm_loss_text2video_3kvids.png | Bin 0 -> 228370 bytes .../wan/mcore_vs_automodel_report/report.md | 62 ++++++++++++++++++ 3 files changed, 62 insertions(+) create mode 100644 examples/megatron/recipes/wan/mcore_vs_automodel_report/medias/training_curves/lm_loss_text2image_3kvids.png create mode 100644 examples/megatron/recipes/wan/mcore_vs_automodel_report/medias/training_curves/lm_loss_text2video_3kvids.png create mode 100644 examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md diff --git a/examples/megatron/recipes/wan/mcore_vs_automodel_report/medias/training_curves/lm_loss_text2image_3kvids.png b/examples/megatron/recipes/wan/mcore_vs_automodel_report/medias/training_curves/lm_loss_text2image_3kvids.png new file mode 100644 index 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zf_lH#9)UX@H$M0*eQpQdlLbvB81r8+;#=WMEuVC}(KDE5_SUVzSn5SLdIC-|{z7v92I)aWa{jOM3lmY?IV6fOs9s z`Uq2CEkcP-UxAqRa`1Mfdb6>`NI*vviu)%D>k8nB@54S5{`!smU}#6Pl29kR3yaVa z^V+Z;=@W&1WWOq7<;6MSd1+%eYSB+*WBY8cr>6%JaY%O94*iaD?4kVcw&D$Kvu!#q zMPIO|iEbVawxhY|vKNlsRS=$vH`wB@%g?P~!Nc@r__OlYFSdv;f4ltKk6(1ZU;cXM zN7kGE@)tHX{_no|U%vJ31E?d-6Qck9clzIhk6Atam;ZF?Kdd+M@4vHOVSQZx{`K0= wtOxV;umAn!KmYezS5&c^wSjNPaH}A?d+BR2hWW9wg3PC literal 0 HcmV?d00001 diff --git a/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md new file mode 100644 index 00000000..3f67bca6 --- /dev/null +++ b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md @@ -0,0 +1,62 @@ +# Wan 2.1 – Partial Convergence Comparison +### Diffusers (Automodel path) vs. Megatron-Core (Megatron-Bridge path) + +--- + +## 1. Experiment Overview +- Goal: Compare two training paths for Wan 2.1: + **(1) [Diffusers](https://huggingface.co/docs/diffusers/en/index) implementaion + [Automodel](https://github.com/NVIDIA-NeMo/Automodel/tree/diffusion) training path** vs. **(2) [Megatron-Core](https://github.com/NVIDIA/Megatron-LM) implementaion + [Megatron-Bridge](https://github.com/NVIDIA-NeMo/Megatron-Bridge) training path** +- Two-stage training: + - **Stage 1:** Text → Image - Learn to connect textual embeddings with visual concepts. + - **Stage 2:** Text → Video - Learn visual movements aligning with prompts. +- Dataset: 3,000 videos; frames extracted from videos are used for text-to-image training stage. + + +## 2. Dataset + +### Stage 1 (Text-to-Image) +- Extract 40 frames per video → **120k images** +- Resolution: **240 × 416** +- Each frame uses same caption as parent video. + +### Stage 2 (Text-to-Video) +- Full videos → **3,000 videos** +- Resolution: **240 × 416**, duration 4–8 seconds. + +**Note**: This experiment is a partial convergence test and only demonstrates the model's ability to reconstruct images and videos from input prompts. With only 3,000 videos, the model cannot generalize to generate novel content. Such generalization can be achieved with larger training dataset and increased training resources. + +## 3. Training Setup + +### Stage 1 +- Global batch size: 2560 images +- Learning rate: warmup 10k → 5e-5 constant +- Hardware: 10 nodes (80 GPUs) + +| Path | Parallelism | Notes | +|------|-------------|-------| +| Megatron-Core | TP=1, PP=1, CP=1 | Sequence packing (32 samples/pack) | +| Automodel | FSDP | micro_batch_size = 32 | + +### Stage 2 +- Global batch size: 80 videos +- Learning rate: 5e-5 constant +- Hardware: 10 nodes (80 GPUs) + +| Path | Parallelism | Notes | +|------|-------------|-------| +| Megatron-Core | TP=1, PP=1, CP=1 | micro_batch_size = 1 | +| Automodel | FSDP | micro_batch_size = 1 | + + +## 4. Results +#### Stage 1 — Loss vs. Steps + ![Stage 1 Training Loss](./medias/training_curves/lm_loss_text2image_3kvids.png) +#### Stage 2 — Loss vs. Steps + ![Stage 2 Training Loss](./medias/training_curves/lm_loss_text2video_3kvids.png) + +**Note**: Training loss is smoothened with 50 steps averaging. + + +The training curves for both stages have similar value ranges, although they do not match exactly. This is expected due to differences in implementation and training loop setups. + +One important caveat: In the current Megatron-Core implementation, the same diffusion time steps are applied to all samples within a pack for each step, rather than different time steps for each sample. As a result, the training loss for Megatron-Core fluctuates more significantly than for AutoModel, especially at the beginning of training. \ No newline at end of file From c3d504cbe4adc05703c8698a9ebdfa3ae21f73a9 Mon Sep 17 00:00:00 2001 From: Huy Vu2 Date: Wed, 26 Nov 2025 10:32:52 -0800 Subject: [PATCH 2/3] fix image size --- .../recipes/wan/mcore_vs_automodel_report/report.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md index 3f67bca6..8b4e0674 100644 --- a/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md +++ b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md @@ -50,10 +50,10 @@ ## 4. Results #### Stage 1 — Loss vs. Steps - ![Stage 1 Training Loss](./medias/training_curves/lm_loss_text2image_3kvids.png) -#### Stage 2 — Loss vs. Steps - ![Stage 2 Training Loss](./medias/training_curves/lm_loss_text2video_3kvids.png) + +#### Stage 2 — Loss vs. Steps + **Note**: Training loss is smoothened with 50 steps averaging. From 452e0bc505a2800547f88ae6abdf6bea9c67285d Mon Sep 17 00:00:00 2001 From: Abhinav Garg Date: Mon, 1 Dec 2025 13:04:26 +0000 Subject: [PATCH 3/3] Update report.md for Wan 2.1 convergence comparison, correcting formatting and ensuring clarity in experiment overview and caveats regarding training loss fluctuations between Diffusers and Megatron-Core implementations. --- .../recipes/wan/mcore_vs_automodel_report/report.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md index 8b4e0674..b6e3aeb8 100644 --- a/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md +++ b/examples/megatron/recipes/wan/mcore_vs_automodel_report/report.md @@ -1,10 +1,10 @@ -# Wan 2.1 – Partial Convergence Comparison -### Diffusers (Automodel path) vs. Megatron-Core (Megatron-Bridge path) +# Wan 2.1 – Partial Convergence Comparison +### Diffusers (Automodel path) vs. Megatron-Core (Megatron-Bridge path) --- ## 1. Experiment Overview -- Goal: Compare two training paths for Wan 2.1: +- Goal: Compare two training paths for Wan 2.1: **(1) [Diffusers](https://huggingface.co/docs/diffusers/en/index) implementaion + [Automodel](https://github.com/NVIDIA-NeMo/Automodel/tree/diffusion) training path** vs. **(2) [Megatron-Core](https://github.com/NVIDIA/Megatron-LM) implementaion + [Megatron-Bridge](https://github.com/NVIDIA-NeMo/Megatron-Bridge) training path** - Two-stage training: - **Stage 1:** Text → Image - Learn to connect textual embeddings with visual concepts. @@ -59,4 +59,4 @@ The training curves for both stages have similar value ranges, although they do not match exactly. This is expected due to differences in implementation and training loop setups. -One important caveat: In the current Megatron-Core implementation, the same diffusion time steps are applied to all samples within a pack for each step, rather than different time steps for each sample. As a result, the training loss for Megatron-Core fluctuates more significantly than for AutoModel, especially at the beginning of training. \ No newline at end of file +One important caveat: In the current Megatron-Core implementation, the same diffusion time steps are applied to all samples within a pack for each step, rather than different time steps for each sample. As a result, the training loss for Megatron-Core fluctuates more significantly than for AutoModel, especially at the beginning of training.