lora_blip2 / config.json
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{
"architectures": [
"Blip2ForConditionalGeneration"
],
"image_text_hidden_size": 256,
"image_token_index": 32100,
"initializer_factor": 1.0,
"initializer_range": 0.02,
"model_type": "blip-2",
"num_query_tokens": 32,
"qformer_config": {
"_attn_implementation_autoset": true,
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"cross_attention_frequency": 2,
"encoder_hidden_size": 1408,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"initializer_range": 0.02,
"intermediate_size": 3072,
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "blip_2_qformer",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"position_embedding_type": "absolute",
"torch_dtype": "float16",
"use_qformer_text_input": false,
"vocab_size": 30522
},
"text_config": {
"architectures": [
"T5ForConditionalGeneration"
],
"bos_token_id": 1,
"classifier_dropout": 0.0,
"d_ff": 5120,
"d_kv": 64,
"d_model": 2048,
"decoder_start_token_id": 0,
"dense_act_fn": "gelu",
"dropout_rate": 0.1,
"feed_forward_proj": "gated-gelu",
"initializer_factor": 1.0,
"is_gated_act": true,
"layer_norm_epsilon": 1e-06,
"model_type": "t5",
"n_positions": 512,
"num_decoder_layers": 24,
"num_heads": 32,
"num_layers": 24,
"output_past": true,
"relative_attention_max_distance": 128,
"relative_attention_num_buckets": 32,
"task_specific_params": {
"summarization": {
"early_stopping": true,
"length_penalty": 2.0,
"max_length": 200,
"min_length": 30,
"no_repeat_ngram_size": 3,
"num_beams": 4,
"prefix": "summarize: "
},
"translation_en_to_de": {
"early_stopping": true,
"max_length": 300,
"num_beams": 4,
"prefix": "translate English to German: "
},
"translation_en_to_fr": {
"early_stopping": true,
"max_length": 300,
"num_beams": 4,
"prefix": "translate English to French: "
},
"translation_en_to_ro": {
"early_stopping": true,
"max_length": 300,
"num_beams": 4,
"prefix": "translate English to Romanian: "
}
},
"tie_word_embeddings": false,
"torch_dtype": "float16",
"use_cache": true,
"vocab_size": 32128
},
"torch_dtype": "float32",
"transformers_version": "4.51.3",
"use_decoder_only_language_model": false,
"vision_config": {
"_attn_implementation_autoset": true,
"attention_dropout": 0.0,
"dropout": 0.0,
"hidden_act": "gelu",
"hidden_size": 1408,
"image_size": 224,
"initializer_factor": 1.0,
"initializer_range": 1e-10,
"intermediate_size": 6144,
"layer_norm_eps": 1e-06,
"model_type": "blip_2_vision_model",
"num_attention_heads": 16,
"num_channels": 3,
"num_hidden_layers": 39,
"patch_size": 14,
"projection_dim": 512,
"qkv_bias": true,
"torch_dtype": "float16"
}
}