| { | |
| "model_name": "LFM2-VL-3B", | |
| "model_type": "vlm-lfm2-vl", | |
| "vm_cfg": { | |
| "model_type": "siglip2_vision_model", | |
| "arch": "siglip2", | |
| "image_size": 512, | |
| "patch_size": 16, | |
| "cls_embed": false, | |
| "hidden_size": 1152, | |
| "intermediate_size": 4304, | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 27, | |
| "hidden_act": "gelu_pytorch_tanh", | |
| "layer_norm_eps": 1e-06, | |
| "spatial_merge_size": 0, | |
| "temporal_patch_size": 0, | |
| "window_size": 0, | |
| "num_position_embeddings": 0, | |
| "fullatt_block_indexes": [], | |
| "deepstack_visual_indexes": [] | |
| }, | |
| "mm_cfg": { | |
| "num_layers": 2, | |
| "hidden_act": "gelu", | |
| "mm_tokens_per_image": 256, | |
| "proj_dim": 2048, | |
| "downsample_factor": 2 | |
| }, | |
| "lm_cfg": { | |
| "model_type": "lfm2", | |
| "data_type": "bfloat16", | |
| "arch": "lfm", | |
| "gen": "2", | |
| "size": "3b", | |
| "token_cfg": { | |
| "vocab_size": 65536 | |
| }, | |
| "rope_cfg": { | |
| "rope_theta": 1000000.0, | |
| "rope_local_base_freq": 1000000, | |
| "rope_scaling": { | |
| "factor": 1.0, | |
| "low_freq_factor": 0, | |
| "high_freq_factor": 0, | |
| "original_max_position_embeddings": 0, | |
| "long_factor": null, | |
| "short_factor": null, | |
| "rope_type": "default", | |
| "mrope_section": null, | |
| "mrope_interleaved": false | |
| } | |
| }, | |
| "attn_cfg": { | |
| "num_attention_heads": 32, | |
| "num_key_value_heads": 8, | |
| "head_dim": 64, | |
| "swa_enable": false, | |
| "swa_ratio": 0, | |
| "sliding_window": 0, | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "query_pre_attn_scalar": 0 | |
| }, | |
| "mlp_cfg": { | |
| "intermediate_size": 10752, | |
| "act": "silu", | |
| "num_layers": 3, | |
| "mlp_bias": false | |
| }, | |
| "hidden_size": 2048, | |
| "num_hidden_layers": 30, | |
| "max_position_embeddings": 2048, | |
| "rms_norm_eps": 1e-05, | |
| "rms_norm_unit_offset": false, | |
| "layer_norms": [ | |
| "pre_attn", | |
| "post_attn" | |
| ], | |
| "layer_types": [ | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "conv" | |
| ], | |
| "attn_logit_softcapping": null, | |
| "final_logit_softcapping": null, | |
| "lm_head_num_splits": 1, | |
| "lm_head_split_dim": 65536, | |
| "lora_cfg": null, | |
| "conv_L_cache": 3, | |
| "conv_bias": false | |
| }, | |
| "pipeline_cfg": { | |
| "system_prompt": null, | |
| "chat_template": null, | |
| "max_num_tokens": 2048, | |
| "input_token_group_size": 128, | |
| "input_token_group_offsets": [ | |
| 0, | |
| 128, | |
| 256, | |
| 384, | |
| 512, | |
| 640, | |
| 768, | |
| 896, | |
| 1024, | |
| 1152, | |
| 1280, | |
| 1408, | |
| 1536, | |
| 1664, | |
| 1792, | |
| 1920 | |
| ], | |
| "future_token_mask_size": 128, | |
| "return_logits": false, | |
| "use_strided_kv_cache": false, | |
| "enable_filter_sharing": true | |
| }, | |
| "language_model_name": "LFM2-VL-3B_language", | |
| "vision_model_name": "LFM2-VL-3B_vision" | |
| } |