SALOVA-llama-3B / config.json
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Add final SALOVA checkpoint (inference files)
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{
"_name_or_path": "meta-llama/Llama-3.2-3B-Instruct",
"add_faster_video": false,
"add_time_instruction": false,
"architectures": [
"LlavaLlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": [
128001,
128008,
128009
],
"faster_token_stride": 10,
"force_sample": false,
"frame_dropout": null,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 3072,
"image_aspect_ratio": "square",
"image_crop_resolution": null,
"image_grid_pinpoints": null,
"image_split_resolution": null,
"initializer_range": 0.02,
"intermediate_size": 8192,
"label_top_k": 5,
"max_position_embeddings": 131072,
"max_text_pe": 2048,
"mlp_bias": false,
"mm_hidden_size": 1152,
"mm_newline_position": "grid",
"mm_patch_merge_type": "flat",
"mm_perceiver_depth": 2,
"mm_perceiver_ff_mult": 4,
"mm_perceiver_heads": 2,
"mm_perceiver_latents": 256,
"mm_perceiver_pretrained": null,
"mm_projector_lr": null,
"mm_projector_type": "mlp2x_gelu",
"mm_resampler_type": "perceiverv2",
"mm_selector_input": "cls",
"mm_selector_size": 2304,
"mm_selector_type": "selector_attn",
"mm_spatial_pool_mode": "bilinear",
"mm_spatial_pool_stride": null,
"mm_text_size": 1152,
"mm_text_tower": "google/siglip-so400m-patch14-384",
"mm_text_tower_lr": 2e-06,
"mm_tunable_parts": "mm_mlp_adapter,mm_vision_resampler,mm_mlp_selector,mm_text_tower,mm_vision_tower,mm_language_model",
"mm_use_im_patch_token": false,
"mm_use_im_start_end": false,
"mm_vision_select_feature": "cls_patch",
"mm_vision_select_layer": -2,
"mm_vision_tower": "google/siglip-so400m-patch14-384",
"mm_vision_tower_lr": 2e-06,
"model_type": "llama",
"num_attention_heads": 24,
"num_hidden_layers": 28,
"num_key_value_heads": 8,
"patch_dropout_rate": 0.4,
"pos_skipping_range": 4096,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 32.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"selector_activation": "prelu",
"selector_d_model": 1152,
"selector_dim_feedforward": 1152,
"selector_dropout": 0.0,
"selector_is_double": false,
"selector_nhead": 1,
"selector_normalize_before": false,
"selector_num_decoder_layers": 1,
"selector_num_encoder_layers": 2,
"selector_num_queries": 5,
"text_tower_pretrained": null,
"tie_word_embeddings": true,
"tokenizer_model_max_length": 8192,
"tokenizer_padding_side": "right",
"torch_dtype": "bfloat16",
"train_step": "sft",
"transformers_version": "4.45.2",
"use_cache": false,
"use_mm_proj": true,
"use_pos_skipping": false,
"vision_tower_pretrained": null,
"vocab_size": 128256,
"weight_ce": 1.0
}