| { |
| "format": "int8_weight_only_selective", |
| "description": "DramaBox DiT 3.3B with selective INT8 weight-only quantization", |
| "quantized_layers": [ |
| "audio_patchify_proj", |
| "audio_proj_out", |
| "transformer_blocks.0.audio_attn1.to_q", |
| "transformer_blocks.0.audio_attn1.to_k", |
| "transformer_blocks.0.audio_attn1.to_v", |
| "transformer_blocks.0.audio_attn1.to_gate_logits", |
| "transformer_blocks.0.audio_attn1.to_out.0", |
| "transformer_blocks.0.audio_attn2.to_q", |
| "transformer_blocks.0.audio_attn2.to_k", |
| "transformer_blocks.0.audio_attn2.to_v", |
| "transformer_blocks.0.audio_attn2.to_gate_logits", |
| "transformer_blocks.0.audio_attn2.to_out.0", |
| "transformer_blocks.0.audio_ff.net.0.proj", |
| "transformer_blocks.1.audio_attn1.to_q", |
| "transformer_blocks.1.audio_attn1.to_k", |
| "transformer_blocks.1.audio_attn1.to_v", |
| "transformer_blocks.1.audio_attn1.to_gate_logits", |
| "transformer_blocks.1.audio_attn1.to_out.0", |
| "transformer_blocks.1.audio_attn2.to_q", |
| "transformer_blocks.1.audio_attn2.to_k", |
| "transformer_blocks.1.audio_attn2.to_v", |
| "transformer_blocks.1.audio_attn2.to_gate_logits", |
| "transformer_blocks.1.audio_attn2.to_out.0", |
| "transformer_blocks.1.audio_ff.net.0.proj", |
| "transformer_blocks.2.audio_attn1.to_q", |
| "transformer_blocks.2.audio_attn1.to_k", |
| "transformer_blocks.2.audio_attn1.to_v", |
| "transformer_blocks.2.audio_attn1.to_gate_logits", |
| "transformer_blocks.2.audio_attn1.to_out.0", |
| "transformer_blocks.2.audio_attn2.to_q", |
| "transformer_blocks.2.audio_attn2.to_k", |
| "transformer_blocks.2.audio_attn2.to_v", |
| "transformer_blocks.2.audio_attn2.to_gate_logits", |
| "transformer_blocks.2.audio_attn2.to_out.0", |
| "transformer_blocks.2.audio_ff.net.0.proj", |
| "transformer_blocks.3.audio_attn1.to_q", |
| "transformer_blocks.3.audio_attn1.to_k", |
| "transformer_blocks.3.audio_attn1.to_v", |
| "transformer_blocks.3.audio_attn1.to_gate_logits", |
| "transformer_blocks.3.audio_attn1.to_out.0", |
| "transformer_blocks.3.audio_attn2.to_q", |
| "transformer_blocks.3.audio_attn2.to_k", |
| "transformer_blocks.3.audio_attn2.to_v", |
| "transformer_blocks.3.audio_attn2.to_gate_logits", |
| "transformer_blocks.3.audio_attn2.to_out.0", |
| "transformer_blocks.3.audio_ff.net.0.proj", |
| "transformer_blocks.4.audio_attn1.to_q", |
| "transformer_blocks.4.audio_attn1.to_k", |
| "transformer_blocks.4.audio_attn1.to_v", |
| "transformer_blocks.4.audio_attn1.to_gate_logits", |
| "transformer_blocks.4.audio_attn1.to_out.0", |
| "transformer_blocks.4.audio_attn2.to_q", |
| "transformer_blocks.4.audio_attn2.to_k", |
| "transformer_blocks.4.audio_attn2.to_v", |
| "transformer_blocks.4.audio_attn2.to_gate_logits", |
| "transformer_blocks.4.audio_attn2.to_out.0", |
| "transformer_blocks.4.audio_ff.net.0.proj", |
| "transformer_blocks.5.audio_attn1.to_q", |
| "transformer_blocks.5.audio_attn1.to_k", |
| "transformer_blocks.5.audio_attn1.to_v", |
| "transformer_blocks.5.audio_attn1.to_gate_logits", |
| "transformer_blocks.5.audio_attn1.to_out.0", |
| "transformer_blocks.5.audio_attn2.to_q", |
| "transformer_blocks.5.audio_attn2.to_k", |
| "transformer_blocks.5.audio_attn2.to_v", |
| "transformer_blocks.5.audio_attn2.to_gate_logits", |
| "transformer_blocks.5.audio_attn2.to_out.0", |
| "transformer_blocks.5.audio_ff.net.0.proj", |
| "transformer_blocks.6.audio_attn1.to_q", |
| "transformer_blocks.6.audio_attn1.to_k", |
| "transformer_blocks.6.audio_attn1.to_v", |
| "transformer_blocks.6.audio_attn1.to_gate_logits", |
| "transformer_blocks.6.audio_attn1.to_out.0", |
| "transformer_blocks.6.audio_attn2.to_q", |
| "transformer_blocks.6.audio_attn2.to_k", |
| "transformer_blocks.6.audio_attn2.to_v", |
| "transformer_blocks.6.audio_attn2.to_gate_logits", |
| "transformer_blocks.6.audio_attn2.to_out.0", |
| "transformer_blocks.6.audio_ff.net.0.proj", |
| "transformer_blocks.7.audio_attn1.to_q", |
| "transformer_blocks.7.audio_attn1.to_k", |
| "transformer_blocks.7.audio_attn1.to_v", |
| "transformer_blocks.7.audio_attn1.to_gate_logits", |
| "transformer_blocks.7.audio_attn1.to_out.0", |
| "transformer_blocks.7.audio_attn2.to_q", |
| "transformer_blocks.7.audio_attn2.to_k", |
| "transformer_blocks.7.audio_attn2.to_v", |
| "transformer_blocks.7.audio_attn2.to_gate_logits", |
| "transformer_blocks.7.audio_attn2.to_out.0", |
| "transformer_blocks.7.audio_ff.net.0.proj", |
| "transformer_blocks.8.audio_attn1.to_q", |
| "transformer_blocks.8.audio_attn1.to_k", |
| "transformer_blocks.8.audio_attn1.to_v", |
| "transformer_blocks.8.audio_attn1.to_gate_logits", |
| "transformer_blocks.8.audio_attn1.to_out.0", |
| "transformer_blocks.8.audio_attn2.to_q", |
| "transformer_blocks.8.audio_attn2.to_k", |
| "transformer_blocks.8.audio_attn2.to_v", |
| "transformer_blocks.8.audio_attn2.to_gate_logits", |
| "transformer_blocks.8.audio_attn2.to_out.0", |
| "transformer_blocks.8.audio_ff.net.0.proj", |
| "transformer_blocks.9.audio_attn1.to_q", |
| "transformer_blocks.9.audio_attn1.to_k", |
| "transformer_blocks.9.audio_attn1.to_v", |
| "transformer_blocks.9.audio_attn1.to_gate_logits", |
| "transformer_blocks.9.audio_attn1.to_out.0", |
| "transformer_blocks.9.audio_attn2.to_q", |
| "transformer_blocks.9.audio_attn2.to_k", |
| "transformer_blocks.9.audio_attn2.to_v", |
| "transformer_blocks.9.audio_attn2.to_gate_logits", |
| "transformer_blocks.9.audio_attn2.to_out.0", |
| "transformer_blocks.9.audio_ff.net.0.proj", |
| "transformer_blocks.10.audio_attn1.to_q", |
| "transformer_blocks.10.audio_attn1.to_k", |
| "transformer_blocks.10.audio_attn1.to_v", |
| "transformer_blocks.10.audio_attn1.to_gate_logits", |
| "transformer_blocks.10.audio_attn1.to_out.0", |
| "transformer_blocks.10.audio_attn2.to_q", |
| "transformer_blocks.10.audio_attn2.to_k", |
| "transformer_blocks.10.audio_attn2.to_v", |
| "transformer_blocks.10.audio_attn2.to_gate_logits", |
| "transformer_blocks.10.audio_attn2.to_out.0", |
| "transformer_blocks.10.audio_ff.net.0.proj", |
| "transformer_blocks.11.audio_attn1.to_q", |
| "transformer_blocks.11.audio_attn1.to_k", |
| "transformer_blocks.11.audio_attn1.to_v", |
| "transformer_blocks.11.audio_attn1.to_gate_logits", |
| "transformer_blocks.11.audio_attn1.to_out.0", |
| "transformer_blocks.11.audio_attn2.to_q", |
| "transformer_blocks.11.audio_attn2.to_k", |
| "transformer_blocks.11.audio_attn2.to_v", |
| "transformer_blocks.11.audio_attn2.to_gate_logits", |
| "transformer_blocks.11.audio_attn2.to_out.0", |
| "transformer_blocks.11.audio_ff.net.0.proj", |
| "transformer_blocks.12.audio_attn1.to_q", |
| "transformer_blocks.12.audio_attn1.to_k", |
| "transformer_blocks.12.audio_attn1.to_v", |
| "transformer_blocks.12.audio_attn1.to_gate_logits", |
| "transformer_blocks.12.audio_attn1.to_out.0", |
| "transformer_blocks.12.audio_attn2.to_q", |
| "transformer_blocks.12.audio_attn2.to_k", |
| "transformer_blocks.12.audio_attn2.to_v", |
| "transformer_blocks.12.audio_attn2.to_gate_logits", |
| "transformer_blocks.12.audio_attn2.to_out.0", |
| "transformer_blocks.12.audio_ff.net.0.proj", |
| "transformer_blocks.13.audio_attn1.to_q", |
| "transformer_blocks.13.audio_attn1.to_k", |
| "transformer_blocks.13.audio_attn1.to_v", |
| "transformer_blocks.13.audio_attn1.to_gate_logits", |
| "transformer_blocks.13.audio_attn1.to_out.0", |
| "transformer_blocks.13.audio_attn2.to_q", |
| "transformer_blocks.13.audio_attn2.to_k", |
| "transformer_blocks.13.audio_attn2.to_v", |
| "transformer_blocks.13.audio_attn2.to_gate_logits", |
| "transformer_blocks.13.audio_attn2.to_out.0", |
| "transformer_blocks.13.audio_ff.net.0.proj", |
| "transformer_blocks.14.audio_attn1.to_q", |
| "transformer_blocks.14.audio_attn1.to_k", |
| "transformer_blocks.14.audio_attn1.to_v", |
| "transformer_blocks.14.audio_attn1.to_gate_logits", |
| "transformer_blocks.14.audio_attn1.to_out.0", |
| "transformer_blocks.14.audio_attn2.to_q", |
| "transformer_blocks.14.audio_attn2.to_k", |
| "transformer_blocks.14.audio_attn2.to_v", |
| "transformer_blocks.14.audio_attn2.to_gate_logits", |
| "transformer_blocks.14.audio_attn2.to_out.0", |
| "transformer_blocks.14.audio_ff.net.0.proj", |
| "transformer_blocks.15.audio_attn1.to_q", |
| "transformer_blocks.15.audio_attn1.to_k", |
| "transformer_blocks.15.audio_attn1.to_v", |
| "transformer_blocks.15.audio_attn1.to_gate_logits", |
| "transformer_blocks.15.audio_attn1.to_out.0", |
| "transformer_blocks.15.audio_attn2.to_q", |
| "transformer_blocks.15.audio_attn2.to_k", |
| "transformer_blocks.15.audio_attn2.to_v", |
| "transformer_blocks.15.audio_attn2.to_gate_logits", |
| "transformer_blocks.15.audio_attn2.to_out.0", |
| "transformer_blocks.15.audio_ff.net.0.proj", |
| "transformer_blocks.15.audio_ff.net.2", |
| "transformer_blocks.16.audio_attn1.to_q", |
| "transformer_blocks.16.audio_attn1.to_k", |
| "transformer_blocks.16.audio_attn1.to_v", |
| "transformer_blocks.16.audio_attn1.to_gate_logits", |
| "transformer_blocks.16.audio_attn1.to_out.0", |
| "transformer_blocks.16.audio_attn2.to_q", |
| "transformer_blocks.16.audio_attn2.to_k", |
| "transformer_blocks.16.audio_attn2.to_v", |
| "transformer_blocks.16.audio_attn2.to_gate_logits", |
| "transformer_blocks.16.audio_attn2.to_out.0", |
| "transformer_blocks.16.audio_ff.net.0.proj", |
| "transformer_blocks.16.audio_ff.net.2", |
| "transformer_blocks.17.audio_attn1.to_q", |
| "transformer_blocks.17.audio_attn1.to_k", |
| "transformer_blocks.17.audio_attn1.to_v", |
| "transformer_blocks.17.audio_attn1.to_gate_logits", |
| "transformer_blocks.17.audio_attn1.to_out.0", |
| "transformer_blocks.17.audio_attn2.to_q", |
| "transformer_blocks.17.audio_attn2.to_k", |
| "transformer_blocks.17.audio_attn2.to_v", |
| "transformer_blocks.17.audio_attn2.to_gate_logits", |
| "transformer_blocks.17.audio_attn2.to_out.0", |
| "transformer_blocks.17.audio_ff.net.0.proj", |
| "transformer_blocks.18.audio_attn1.to_q", |
| "transformer_blocks.18.audio_attn1.to_k", |
| "transformer_blocks.18.audio_attn1.to_v", |
| "transformer_blocks.18.audio_attn1.to_gate_logits", |
| "transformer_blocks.18.audio_attn1.to_out.0", |
| "transformer_blocks.18.audio_attn2.to_q", |
| "transformer_blocks.18.audio_attn2.to_k", |
| "transformer_blocks.18.audio_attn2.to_v", |
| "transformer_blocks.18.audio_attn2.to_gate_logits", |
| "transformer_blocks.18.audio_attn2.to_out.0", |
| "transformer_blocks.18.audio_ff.net.0.proj", |
| "transformer_blocks.18.audio_ff.net.2", |
| "transformer_blocks.19.audio_attn1.to_q", |
| "transformer_blocks.19.audio_attn1.to_k", |
| "transformer_blocks.19.audio_attn1.to_v", |
| "transformer_blocks.19.audio_attn1.to_gate_logits", |
| "transformer_blocks.19.audio_attn1.to_out.0", |
| "transformer_blocks.19.audio_attn2.to_q", |
| "transformer_blocks.19.audio_attn2.to_k", |
| "transformer_blocks.19.audio_attn2.to_v", |
| "transformer_blocks.19.audio_attn2.to_gate_logits", |
| "transformer_blocks.19.audio_attn2.to_out.0", |
| "transformer_blocks.19.audio_ff.net.0.proj", |
| "transformer_blocks.19.audio_ff.net.2", |
| "transformer_blocks.20.audio_attn1.to_q", |
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| "transformer_blocks.20.audio_attn1.to_v", |
| "transformer_blocks.20.audio_attn1.to_gate_logits", |
| "transformer_blocks.20.audio_attn1.to_out.0", |
| "transformer_blocks.20.audio_attn2.to_q", |
| "transformer_blocks.20.audio_attn2.to_k", |
| "transformer_blocks.20.audio_attn2.to_v", |
| "transformer_blocks.20.audio_attn2.to_gate_logits", |
| "transformer_blocks.20.audio_attn2.to_out.0", |
| "transformer_blocks.20.audio_ff.net.0.proj", |
| "transformer_blocks.20.audio_ff.net.2", |
| "transformer_blocks.21.audio_attn1.to_q", |
| "transformer_blocks.21.audio_attn1.to_k", |
| "transformer_blocks.21.audio_attn1.to_v", |
| "transformer_blocks.21.audio_attn1.to_gate_logits", |
| "transformer_blocks.21.audio_attn1.to_out.0", |
| "transformer_blocks.21.audio_attn2.to_q", |
| "transformer_blocks.21.audio_attn2.to_k", |
| "transformer_blocks.21.audio_attn2.to_v", |
| "transformer_blocks.21.audio_attn2.to_gate_logits", |
| "transformer_blocks.21.audio_attn2.to_out.0", |
| "transformer_blocks.21.audio_ff.net.0.proj", |
| "transformer_blocks.21.audio_ff.net.2", |
| "transformer_blocks.22.audio_attn1.to_q", |
| "transformer_blocks.22.audio_attn1.to_k", |
| "transformer_blocks.22.audio_attn1.to_v", |
| "transformer_blocks.22.audio_attn1.to_gate_logits", |
| "transformer_blocks.22.audio_attn1.to_out.0", |
| "transformer_blocks.22.audio_attn2.to_q", |
| "transformer_blocks.22.audio_attn2.to_k", |
| "transformer_blocks.22.audio_attn2.to_v", |
| "transformer_blocks.22.audio_attn2.to_gate_logits", |
| "transformer_blocks.22.audio_attn2.to_out.0", |
| "transformer_blocks.22.audio_ff.net.0.proj", |
| "transformer_blocks.22.audio_ff.net.2", |
| "transformer_blocks.23.audio_attn1.to_q", |
| "transformer_blocks.23.audio_attn1.to_k", |
| "transformer_blocks.23.audio_attn1.to_v", |
| "transformer_blocks.23.audio_attn1.to_gate_logits", |
| "transformer_blocks.23.audio_attn1.to_out.0", |
| "transformer_blocks.23.audio_attn2.to_q", |
| "transformer_blocks.23.audio_attn2.to_k", |
| "transformer_blocks.23.audio_attn2.to_v", |
| "transformer_blocks.23.audio_attn2.to_gate_logits", |
| "transformer_blocks.23.audio_attn2.to_out.0", |
| "transformer_blocks.23.audio_ff.net.0.proj", |
| "transformer_blocks.23.audio_ff.net.2", |
| "transformer_blocks.24.audio_attn1.to_q", |
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| "transformer_blocks.24.audio_attn1.to_v", |
| "transformer_blocks.24.audio_attn1.to_gate_logits", |
| "transformer_blocks.24.audio_attn1.to_out.0", |
| "transformer_blocks.24.audio_attn2.to_q", |
| "transformer_blocks.24.audio_attn2.to_k", |
| "transformer_blocks.24.audio_attn2.to_v", |
| "transformer_blocks.24.audio_attn2.to_gate_logits", |
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| "transformer_blocks.24.audio_ff.net.0.proj", |
| "transformer_blocks.24.audio_ff.net.2", |
| "transformer_blocks.25.audio_attn1.to_q", |
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| "transformer_blocks.25.audio_attn1.to_v", |
| "transformer_blocks.25.audio_attn1.to_gate_logits", |
| "transformer_blocks.25.audio_attn1.to_out.0", |
| "transformer_blocks.25.audio_attn2.to_q", |
| "transformer_blocks.25.audio_attn2.to_k", |
| "transformer_blocks.25.audio_attn2.to_v", |
| "transformer_blocks.25.audio_attn2.to_gate_logits", |
| "transformer_blocks.25.audio_attn2.to_out.0", |
| "transformer_blocks.25.audio_ff.net.0.proj", |
| "transformer_blocks.25.audio_ff.net.2", |
| "transformer_blocks.26.audio_attn1.to_q", |
| "transformer_blocks.26.audio_attn1.to_k", |
| "transformer_blocks.26.audio_attn1.to_v", |
| "transformer_blocks.26.audio_attn1.to_gate_logits", |
| "transformer_blocks.26.audio_attn1.to_out.0", |
| "transformer_blocks.26.audio_attn2.to_q", |
| "transformer_blocks.26.audio_attn2.to_k", |
| "transformer_blocks.26.audio_attn2.to_v", |
| "transformer_blocks.26.audio_attn2.to_gate_logits", |
| "transformer_blocks.26.audio_attn2.to_out.0", |
| "transformer_blocks.26.audio_ff.net.0.proj", |
| "transformer_blocks.26.audio_ff.net.2", |
| "transformer_blocks.27.audio_attn1.to_q", |
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| "transformer_blocks.27.audio_attn1.to_v", |
| "transformer_blocks.27.audio_attn1.to_gate_logits", |
| "transformer_blocks.27.audio_attn1.to_out.0", |
| "transformer_blocks.27.audio_attn2.to_q", |
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| "transformer_blocks.27.audio_attn2.to_v", |
| "transformer_blocks.27.audio_attn2.to_gate_logits", |
| "transformer_blocks.27.audio_attn2.to_out.0", |
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| "transformer_blocks.27.audio_ff.net.2", |
| "transformer_blocks.28.audio_attn1.to_q", |
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| "transformer_blocks.28.audio_attn1.to_gate_logits", |
| "transformer_blocks.28.audio_attn1.to_out.0", |
| "transformer_blocks.28.audio_attn2.to_q", |
| "transformer_blocks.28.audio_attn2.to_k", |
| "transformer_blocks.28.audio_attn2.to_v", |
| "transformer_blocks.28.audio_attn2.to_gate_logits", |
| "transformer_blocks.28.audio_attn2.to_out.0", |
| "transformer_blocks.28.audio_ff.net.0.proj", |
| "transformer_blocks.28.audio_ff.net.2", |
| "transformer_blocks.29.audio_attn1.to_q", |
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| "transformer_blocks.29.audio_attn1.to_v", |
| "transformer_blocks.29.audio_attn1.to_gate_logits", |
| "transformer_blocks.29.audio_attn1.to_out.0", |
| "transformer_blocks.29.audio_attn2.to_q", |
| "transformer_blocks.29.audio_attn2.to_k", |
| "transformer_blocks.29.audio_attn2.to_v", |
| "transformer_blocks.29.audio_attn2.to_gate_logits", |
| "transformer_blocks.29.audio_attn2.to_out.0", |
| "transformer_blocks.29.audio_ff.net.0.proj", |
| "transformer_blocks.29.audio_ff.net.2", |
| "transformer_blocks.30.audio_attn1.to_q", |
| "transformer_blocks.30.audio_attn1.to_k", |
| "transformer_blocks.30.audio_attn1.to_v", |
| "transformer_blocks.30.audio_attn1.to_gate_logits", |
| "transformer_blocks.30.audio_attn1.to_out.0", |
| "transformer_blocks.30.audio_attn2.to_q", |
| "transformer_blocks.30.audio_attn2.to_k", |
| "transformer_blocks.30.audio_attn2.to_v", |
| "transformer_blocks.30.audio_attn2.to_gate_logits", |
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| ], |
| "non_quantized_types": [ |
| "norm", |
| "adaln", |
| "timestep_embedder", |
| "early_ffn_output" |
| ], |
| "ffn_output_start_block": 15, |
| "ffn_output_skip_blocks": [ |
| 17 |
| ], |
| "base_model": "resemble-ai/DramaBox", |
| "quantization_method": "torchao Int8WeightOnlyConfig", |
| "metrics": { |
| "peak_vram_gb": 13.8, |
| "vram_during_denoise_gb": 5.93, |
| "quality_mcd_db": 4.98, |
| "baseline_peak_vram_gb": 17.39 |
| } |
| } |
