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chore(wan2.2): add awq_w_a placeholders
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Lines changed: 14 additions & 26 deletions

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configs/quantization/video_gen/wan2_2_t2v/awq_w_a.yaml

Lines changed: 14 additions & 26 deletions
Original file line numberDiff line numberDiff line change
@@ -2,30 +2,23 @@ base:
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seed: &seed 42
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model:
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type: Wan2T2V
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path: /mnt/lm_data_afs/wangzining/charles/lab/llmc/model/Wan2.2-T2V-A14B
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# 若未 `pip install -e /path/to/Wan2.2`,可显式指定官方仓库代码路径:
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# wan2_repo_path: /path/to/Wan2.2
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# 默认严格走官方 Wan2.2 原生后端;官方代码不可用时会直接报错,不再静默回退到 Diffusers。
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# 若确实需要回退可开启:
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# allow_diffusers_fallback: True
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path: /path/to/wan_t2v
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torch_dtype: auto
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# 显存不足时开启:校准阶段捕获的激活存到 CPU,量化时再按 block 搬到 GPU
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use_cpu_to_save_cuda_mem_for_catcher: True
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calib:
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name: t2v
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download: False
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path: ./assets/wan_t2v/calib/
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sample_steps: 20 # OOM 时可减小,如 8 或 10
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sample_steps: 20
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bs: 1
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target_height: 480 # OOM 时可减小,如 320
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target_width: 832 # OOM 时可减小,如 576
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num_frames: 81 # OOM 时可减小,如 49 或 33
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# 对齐官方 Wan2.2 默认 sample_guide_scale=(3.0, 4.0) (low_noise, high_noise)
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guidance_scale: 4.0 # high_noise
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guidance_scale_2: 3.0 # low_noise
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target_height: 480
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target_width: 832
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num_frames: 81
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guidance_scale: 4.0
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guidance_scale_2: 3.0
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seed: *seed
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eval:
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eval_pos: [transformed, fake_quant]
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eval_pos: []
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type: video_gen
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name: t2v
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download: False
@@ -34,23 +27,20 @@ eval:
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target_height: 480
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target_width: 832
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num_frames: 81
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# 对齐官方 Wan2.2 默认 sample_guide_scale=(3.0, 4.0) (low_noise, high_noise)
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guidance_scale: 4.0 # high_noise
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guidance_scale_2: 3.0 # low_noise
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guidance_scale: 4.0
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guidance_scale_2: 3.0
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output_video_path: ./output_videos_awq/
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quant:
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video_gen:
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method: Awq
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weight:
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# quant_type: int-quant
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quant_type: hif4
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quant_type: int-quant
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bit: 4
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symmetric: True
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granularity: per_channel
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group_size: -1
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act:
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# quant_type: int-quant
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quant_type: hif4
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quant_type: int-quant
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bit: 4
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symmetric: True
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granularity: per_token
@@ -60,7 +50,5 @@ quant:
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weight_clip: True
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clip_sym: True
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save:
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# save_lightx2v: True
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# save_path: ./save_for_lightx2v/wan2_2_t2v/awq_w_a/original/
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save_fake: True
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save_path: ./save_for_fake/wan2_2_t2v/awq_w_a/original/
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save_lightx2v: True
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save_path: /path/to/x2v/

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