| { |
| "architectures": [ |
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| ], |
| "auto_map": {}, |
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| "downsample_factor": 2, |
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| "encoder_patch_size": 16, |
| "eos_token_id": [ |
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| ], |
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| "lfm2_attention_fusion": "fused_linear", |
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| "lfm2_frozen_input_grad_only_linear": true, |
| "lfm2_mlp_fusion": "triton_swiglu", |
| "lfm2_rmsnorm_fusion": "none", |
| "lfm2_short_conv_frozen_recompute_in_proj": 0, |
| "lfm2_torch_compile_clone_outputs": false, |
| "lfm2_torch_compile_disable_cudagraphs": true, |
| "lfm2_torch_compile_dynamic": true, |
| "lfm2_torch_compile_fullgraph": false, |
| "lfm2_torch_compile_layers": "none", |
| "lfm2_torch_compile_mlp": false, |
| "lfm2_torch_compile_mode": "reduce-overhead", |
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| "lfm2_vl_forward_dtype": "bf16", |
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| "lfm2_vl_grouped_image_projector": true, |
| "lfm2_vl_grouped_vision_by_patch_count": false, |
| "lfm2_vl_grouped_vision_by_shape": true, |
| "lfm2_vl_inplace_image_merge": true, |
| "lfm2_vl_siglip_packed_vision": true, |
| "lfm2_vl_torch_compile_vision_encoder": true, |
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| "model_type": "lfm2_vl", |
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| "projector_bias": true, |
| "projector_hidden_act": "gelu", |
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| "projector_lr_multiplier": 1.0, |
| "projector_use_layernorm": false, |
| "quantization": { |
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| "bits": 5, |
| "mode": "affine", |
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| "bits": 6, |
| "mode": "affine" |
| } |
| }, |
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| "bits": 6, |
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| } |
| }, |
| "siglip2_layernorm_fusion": "liger", |
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| "block_norm_eps": 1e-05, |
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| "block_use_swiglu": true, |
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| "conv", |
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| "conv", |
| "conv", |
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| "conv", |
| "conv", |
| "conv", |
| "full_attention", |
| "conv", |
| "conv", |
| "conv", |
| "full_attention", |
| "conv", |
| "conv", |
| "conv", |
| "full_attention", |
| "conv", |
| "conv", |
| "conv", |
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| "conv", |
| "conv", |
| "full_attention", |
| "conv", |
| "conv", |
| "full_attention", |
| "conv", |
| "conv" |
| ], |
| "lfm2_attention_backend": "flash_varlen", |
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| "lfm2_frozen_input_grad_only_linear": true, |
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| "mm_config_image_embedder": { |
| "activation_checkpointing_layer_stride": 0, |
| "attn_implementation": "sdpa", |
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| "pretrained_model_name_or_path": "google/siglip2-so400m-patch16-naflex", |
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| "use_pooling_head": false, |
| "use_slice_special_tokens": false, |
| "use_torch_pixel_unshuffle": false |
| }, |
| "model_type": "lfm2", |
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| "rope_type": "default" |
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| "architectures": [ |
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| "transformers_version": "5.8.1", |
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| "dtype": "bfloat16", |
| "hidden_act": "gelu_pytorch_tanh", |
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| "layer_norm_eps": 1e-06, |
| "model_type": "siglip2_vision_model", |
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| "num_patches": 256, |
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| "vision_use_head": false |
| }, |
| "vision_tower_lr_multiplier": 1.0 |
| } |
