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  1. config.toml +49 -0
  2. epoch10/adapter_config.json +43 -0
  3. epoch10/config.toml +49 -0
  4. epoch5/adapter_config.json +43 -0
  5. epoch5/config.toml +49 -0
  6. events.out.tfevents.1736781782.a3f2ec4cbd97.3820.0 +3 -0
  7. global_step208/layer_00-model_states.pt +3 -0
  8. global_step208/layer_01-model_states.pt +3 -0
  9. global_step208/layer_02-model_states.pt +3 -0
  10. global_step208/layer_03-model_states.pt +3 -0
  11. global_step208/layer_04-model_states.pt +3 -0
  12. global_step208/layer_05-model_states.pt +3 -0
  13. global_step208/layer_06-model_states.pt +3 -0
  14. global_step208/layer_07-model_states.pt +3 -0
  15. global_step208/layer_08-model_states.pt +3 -0
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  23. global_step208/layer_16-model_states.pt +3 -0
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config.toml ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Dataset config file.
2
+ output_dir = '/workspace/training_output'
3
+ dataset = 'dataset.toml'
4
+
5
+ # Training settings
6
+ epochs = 50
7
+ micro_batch_size_per_gpu = 1
8
+ pipeline_stages = 1
9
+ gradient_accumulation_steps = 4
10
+ gradient_clipping = 1.0
11
+ warmup_steps = 100
12
+
13
+ # eval settings
14
+ eval_every_n_epochs = 5
15
+ eval_before_first_step = true
16
+ eval_micro_batch_size_per_gpu = 1
17
+ eval_gradient_accumulation_steps = 1
18
+
19
+ # misc settings
20
+ save_every_n_epochs = 5
21
+ checkpoint_every_n_minutes = 30
22
+ activation_checkpointing = true
23
+ partition_method = 'parameters'
24
+ save_dtype = 'bfloat16'
25
+ caching_batch_size = 1
26
+ steps_per_print = 1
27
+ video_clip_mode = 'single_middle'
28
+
29
+ [model]
30
+ type = 'hunyuan-video'
31
+ transformer_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors'
32
+ vae_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_vae_bf16.safetensors'
33
+ llm_path = '/workspace/diffusion-pipe/models/llm'
34
+ clip_path = '/workspace/diffusion-pipe/models/clip'
35
+ dtype = 'bfloat16'
36
+ transformer_dtype = 'float8'
37
+ timestep_sample_method = 'logit_normal'
38
+
39
+ [adapter]
40
+ type = 'lora'
41
+ rank = 64
42
+ dtype = 'bfloat16'
43
+
44
+ [optimizer]
45
+ type = 'adamw_optimi'
46
+ lr = 5e-5
47
+ betas = [0.9, 0.99]
48
+ weight_decay = 0.02
49
+ eps = 1e-8
epoch10/adapter_config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "alpha_pattern": {},
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+ "auto_mapping": null,
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+ "base_model_name_or_path": null,
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+ "bias": "none",
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+ "eva_config": null,
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+ "exclude_modules": null,
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+ "fan_in_fan_out": false,
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+ "inference_mode": false,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "layers_to_transform": null,
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+ "loftq_config": {},
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+ "lora_alpha": 64,
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+ "lora_bias": false,
17
+ "lora_dropout": 0.0,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
20
+ "modules_to_save": null,
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+ "peft_type": "LORA",
22
+ "r": 64,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "modulation.linear",
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+ "txt_attn_proj",
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+ "img_mod.linear",
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+ "txt_mlp.fc2",
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+ "img_mlp.fc1",
31
+ "img_attn_proj",
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+ "txt_mod.linear",
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+ "txt_mlp.fc1",
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+ "linear2",
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+ "img_mlp.fc2",
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+ "img_attn_qkv",
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+ "txt_attn_qkv",
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+ "linear1"
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+ ],
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+ "task_type": null,
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+ "use_dora": false,
42
+ "use_rslora": false
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+ }
epoch10/config.toml ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Dataset config file.
2
+ output_dir = '/workspace/training_output'
3
+ dataset = 'dataset.toml'
4
+
5
+ # Training settings
6
+ epochs = 50
7
+ micro_batch_size_per_gpu = 1
8
+ pipeline_stages = 1
9
+ gradient_accumulation_steps = 4
10
+ gradient_clipping = 1.0
11
+ warmup_steps = 100
12
+
13
+ # eval settings
14
+ eval_every_n_epochs = 5
15
+ eval_before_first_step = true
16
+ eval_micro_batch_size_per_gpu = 1
17
+ eval_gradient_accumulation_steps = 1
18
+
19
+ # misc settings
20
+ save_every_n_epochs = 5
21
+ checkpoint_every_n_minutes = 30
22
+ activation_checkpointing = true
23
+ partition_method = 'parameters'
24
+ save_dtype = 'bfloat16'
25
+ caching_batch_size = 1
26
+ steps_per_print = 1
27
+ video_clip_mode = 'single_middle'
28
+
29
+ [model]
30
+ type = 'hunyuan-video'
31
+ transformer_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors'
32
+ vae_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_vae_bf16.safetensors'
33
+ llm_path = '/workspace/diffusion-pipe/models/llm'
34
+ clip_path = '/workspace/diffusion-pipe/models/clip'
35
+ dtype = 'bfloat16'
36
+ transformer_dtype = 'float8'
37
+ timestep_sample_method = 'logit_normal'
38
+
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+ [adapter]
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+ type = 'lora'
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+ rank = 64
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+ dtype = 'bfloat16'
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+
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+ [optimizer]
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+ type = 'adamw_optimi'
46
+ lr = 5e-5
47
+ betas = [0.9, 0.99]
48
+ weight_decay = 0.02
49
+ eps = 1e-8
epoch5/adapter_config.json ADDED
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+ {
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+ "fan_in_fan_out": false,
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+ "inference_mode": false,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "layers_to_transform": null,
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+ "loftq_config": {},
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+ "lora_alpha": 64,
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+ "lora_dropout": 0.0,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
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+ "modules_to_save": null,
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+ "peft_type": "LORA",
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+ "r": 64,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "modulation.linear",
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+ "txt_attn_proj",
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+ "img_mod.linear",
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+ "txt_mlp.fc2",
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+ "img_mlp.fc1",
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+ "img_attn_proj",
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+ "txt_mod.linear",
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+ "txt_mlp.fc1",
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+ "linear2",
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+ "img_mlp.fc2",
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+ "img_attn_qkv",
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+ "txt_attn_qkv",
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+ "linear1"
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+ ],
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+ "task_type": null,
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+ "use_dora": false,
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+ "use_rslora": false
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+ }
epoch5/config.toml ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Dataset config file.
2
+ output_dir = '/workspace/training_output'
3
+ dataset = 'dataset.toml'
4
+
5
+ # Training settings
6
+ epochs = 50
7
+ micro_batch_size_per_gpu = 1
8
+ pipeline_stages = 1
9
+ gradient_accumulation_steps = 4
10
+ gradient_clipping = 1.0
11
+ warmup_steps = 100
12
+
13
+ # eval settings
14
+ eval_every_n_epochs = 5
15
+ eval_before_first_step = true
16
+ eval_micro_batch_size_per_gpu = 1
17
+ eval_gradient_accumulation_steps = 1
18
+
19
+ # misc settings
20
+ save_every_n_epochs = 5
21
+ checkpoint_every_n_minutes = 30
22
+ activation_checkpointing = true
23
+ partition_method = 'parameters'
24
+ save_dtype = 'bfloat16'
25
+ caching_batch_size = 1
26
+ steps_per_print = 1
27
+ video_clip_mode = 'single_middle'
28
+
29
+ [model]
30
+ type = 'hunyuan-video'
31
+ transformer_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors'
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+ vae_path = '/workspace/diffusion-pipe/models/hunyuan/hunyuan_video_vae_bf16.safetensors'
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+ llm_path = '/workspace/diffusion-pipe/models/llm'
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+ clip_path = '/workspace/diffusion-pipe/models/clip'
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+ dtype = 'bfloat16'
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+ transformer_dtype = 'float8'
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+ timestep_sample_method = 'logit_normal'
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+
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+ [adapter]
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+ type = 'lora'
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+ rank = 64
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+ dtype = 'bfloat16'
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+
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+ [optimizer]
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+ type = 'adamw_optimi'
46
+ lr = 5e-5
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+ betas = [0.9, 0.99]
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+ weight_decay = 0.02
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+ eps = 1e-8
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