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GLM-Image-bnb-4bit

Text-to-Image
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Safetensors
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GlmImagePipeline
4-bit precision
bitsandbytes
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GLM-Image-bnb-4bit
File size: 3,058 Bytes
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{
  "architectures": [
    "GlmImageForConditionalGeneration"
  ],
  "dtype": "bfloat16",
  "image_end_token_id": 16385,
  "image_start_token_id": 16384,
  "image_token_id": 167855,
  "model_type": "glm_image",
  "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": [
      "vqmodel",
      "lm_head",
      "embeddings",
      "embed_tokens",
      "patch_embed",
      "model.language_model.layers.28.self_attn.v_proj",
      "model.language_model.layers.29.self_attn.v_proj",
      "model.language_model.layers.32.self_attn.v_proj",
      "model.language_model.layers.33.self_attn.v_proj",
      "model.visual.blocks.0.attn.qkv",
      "model.visual.blocks.0.mlp.fc2",
      "model.visual.blocks.1.attn.qkv",
      "model.visual.blocks.1.mlp.fc1",
      "model.visual.blocks.1.mlp.fc2",
      "model.visual.blocks.2.attn.qkv",
      "model.visual.blocks.2.mlp.fc2",
      "model.visual.blocks.3.attn.qkv",
      "model.visual.blocks.3.mlp.fc2",
      "model.visual.blocks.4.mlp.fc2",
      "model.visual.blocks.5.mlp.fc2",
      "model.visual.blocks.6.mlp.fc2",
      "model.visual.blocks.7.mlp.fc2",
      "model.visual.blocks.8.mlp.fc2",
      "model.visual.blocks.9.mlp.fc2"
    ],
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false,
    "quant_method": "bitsandbytes"
  },
  "text_config": {
    "attention_bias": true,
    "attention_dropout": 0.0,
    "dtype": "bfloat16",
    "eos_token_id": 16385,
    "hidden_act": "silu",
    "hidden_size": 4096,
    "initializer_range": 0.02,
    "intermediate_size": 13696,
    "max_position_embeddings": 131072,
    "model_type": "glm_image_text",
    "num_attention_heads": 32,
    "num_hidden_layers": 40,
    "num_key_value_heads": 2,
    "pad_token_id": 167841,
    "rms_norm_eps": 1e-05,
    "rope_parameters": {
      "mrope_section": [
        8,
        12,
        12
      ],
      "partial_rotary_factor": 0.5,
      "rope_theta": 10000,
      "rope_type": "default"
    },
    "use_cache": true,
    "vision_vocab_size": 16512,
    "vocab_size": 168064
  },
  "tie_word_embeddings": false,
  "transformers_version": "5.0.0",
  "vision_config": {
    "attention_bias": true,
    "attention_dropout": 0.0,
    "depth": 40,
    "dtype": "bfloat16",
    "hidden_act": "gelu",
    "hidden_size": 1536,
    "image_size": 2048,
    "in_channels": 3,
    "initializer_range": 0.02,
    "intermediate_size": 6144,
    "layer_norm_eps": 1e-06,
    "model_type": "glm_image_vision",
    "num_heads": 16,
    "patch_size": 16,
    "spatial_merge_size": 1
  },
  "vq_config": {
    "dtype": "bfloat16",
    "embed_dim": 2048,
    "in_channels": 3,
    "initializer_range": 0.02,
    "latent_channels": 1536,
    "model_type": "glm_image_vqmodel",
    "num_embeddings": 16384
  }
}