| { | |
| "model_type": "lisa", | |
| "architecture": "Lisa_multimodal_transformer", | |
| "lisa_metadata": { | |
| "model_name": "LISA (Learning Intelligence with Sensory Awareness)", | |
| "version": "3.5", | |
| "development_location": "Kenya, Africa", | |
| "development_team": "LISA Team", | |
| "development_country": "Kenya", | |
| "development_continent": "Africa", | |
| "created_date": "2025-08-20T03:07:26.809423", | |
| "architecture_type": "Lisa Multimodal Transformer", | |
| "inspiration": "Vision Transformer (ViT-B/16) architecture, built from scratch", | |
| "capabilities": [ | |
| "Multimodal processing (vision, audio, text)", | |
| "Real-time perception and interaction", | |
| "Environmental awareness", | |
| "Lisa object detection", | |
| "Speech recognition and synthesis", | |
| "Emotion detection", | |
| "Autonomous learning" | |
| ], | |
| "training_philosophy": "Built from scratch without pretrained models for maximum Lisaization", | |
| "team_location": "Kenya, East Africa", | |
| "cultural_context": "Developed in Africa for global impact" | |
| }, | |
| "vision_config": { | |
| "architecture": "Lisa_vit", | |
| "patch_size": 16, | |
| "embed_dim": 768, | |
| "num_layers": 12, | |
| "num_heads": 6, | |
| "image_size": 224, | |
| "num_classes": 80 | |
| }, | |
| "audio_config": { | |
| "architecture": "Lisa_audio_transformer", | |
| "sample_rate": 16000, | |
| "embed_dim": 512, | |
| "num_layers": 6, | |
| "num_heads": 8, | |
| "vocab_size": 32, | |
| "n_mels": 80 | |
| }, | |
| "multimodal_config": { | |
| "fusion_strategy": "cross_attention", | |
| "max_sequence_length": 512, | |
| "supports_streaming": true, | |
| "real_time_processing": true, | |
| "hidden_dim": 1024, | |
| "fusion_hidden_dim": 1024 | |
| }, | |
| "training_config": {}, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.36.0", | |
| "lisa_version": "3.5", | |
| "Lisa_implementation": true, | |
| "pretrained_base": null, | |
| "self_awareness": { | |
| "knows_origin": true, | |
| "development_location": "Kenya, Africa", | |
| "development_team": "LISA Team", | |
| "cultural_identity": "African AI development" | |
| } | |
| } |