File size: 6,884 Bytes
ac15cc6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 | {
"_class_name": "AutoencoderKL",
"_diffusers_version": "0.36.0.dev0",
"_name_or_path": "./tmp_model/vae",
"act_fn": "silu",
"block_out_channels": [
128,
256,
512,
512
],
"down_block_types": [
"DownEncoderBlock2D",
"DownEncoderBlock2D",
"DownEncoderBlock2D",
"DownEncoderBlock2D"
],
"force_upcast": true,
"in_channels": 3,
"latent_channels": 4,
"latents_mean": null,
"latents_std": null,
"layers_per_block": 2,
"mid_block_add_attention": true,
"norm_num_groups": 32,
"out_channels": 3,
"quantization_config": {
"_load_in_4bit": true,
"_load_in_8bit": false,
"bnb_4bit_compute_dtype": "bfloat16",
"bnb_4bit_quant_storage": "uint8",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true,
"llm_int8_enable_fp32_cpu_offload": false,
"llm_int8_has_fp16_weight": false,
"llm_int8_skip_modules": [
"down_blocks.0.attentions.0.proj_in",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_q",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_k",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_v",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_out.0",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_q",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_k",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_v",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_out.0",
"down_blocks.0.attentions.0.transformer_blocks.0.ff.net.0.proj",
"down_blocks.0.attentions.0.transformer_blocks.0.ff.net.2",
"down_blocks.0.attentions.0.proj_out",
"down_blocks.0.attentions.1.proj_in",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_q",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_k",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_v",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_out.0",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_q",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_k",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_v",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_out.0",
"down_blocks.0.attentions.1.transformer_blocks.0.ff.net.0.proj",
"down_blocks.0.attentions.1.transformer_blocks.0.ff.net.2",
"down_blocks.0.attentions.1.proj_out",
"down_blocks.0.resnets.0.conv1",
"down_blocks.0.resnets.0.time_emb_proj",
"down_blocks.0.resnets.0.conv2",
"down_blocks.0.resnets.1.conv1",
"down_blocks.0.resnets.1.time_emb_proj",
"down_blocks.0.resnets.1.conv2",
"down_blocks.0.downsamplers.0.conv",
"up_blocks.3.attentions.0.proj_in",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.0.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.0.transformer_blocks.0.ff.net.2",
"up_blocks.3.attentions.0.proj_out",
"up_blocks.3.attentions.1.proj_in",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.1.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.1.transformer_blocks.0.ff.net.2",
"up_blocks.3.attentions.1.proj_out",
"up_blocks.3.attentions.2.proj_in",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.2.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.2.transformer_blocks.0.ff.net.2",
"up_blocks.3.attentions.2.proj_out",
"up_blocks.3.resnets.0.conv1",
"up_blocks.3.resnets.0.time_emb_proj",
"up_blocks.3.resnets.0.conv2",
"up_blocks.3.resnets.0.conv_shortcut",
"up_blocks.3.resnets.1.conv1",
"up_blocks.3.resnets.1.time_emb_proj",
"up_blocks.3.resnets.1.conv2",
"up_blocks.3.resnets.1.conv_shortcut",
"up_blocks.3.resnets.2.conv1",
"up_blocks.3.resnets.2.time_emb_proj",
"up_blocks.3.resnets.2.conv2",
"up_blocks.3.resnets.2.conv_shortcut",
"mid_block.attentions.0.proj_in",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_q",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_k",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_v",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_out.0",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_q",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_k",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_v",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_out.0",
"mid_block.attentions.0.transformer_blocks.0.ff.net.0.proj",
"mid_block.attentions.0.transformer_blocks.0.ff.net.2",
"mid_block.attentions.0.proj_out",
"mid_block.resnets.0.conv1",
"mid_block.resnets.0.time_emb_proj",
"mid_block.resnets.0.conv2",
"mid_block.resnets.1.conv1",
"mid_block.resnets.1.time_emb_proj",
"mid_block.resnets.1.conv2",
"conv_in",
"conv_out"
],
"llm_int8_threshold": 6.0,
"load_in_4bit": true,
"load_in_8bit": false,
"quant_method": "bitsandbytes"
},
"sample_size": 512,
"scaling_factor": 0.18215,
"shift_factor": null,
"up_block_types": [
"UpDecoderBlock2D",
"UpDecoderBlock2D",
"UpDecoderBlock2D",
"UpDecoderBlock2D"
],
"use_post_quant_conv": true,
"use_quant_conv": true
}
|