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8278269 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | # Configuraci贸n del Sistema de IA Multimodal
# Configuraci贸n de modelos
models:
text_embedder: "sentence-transformers/all-MiniLM-L6-v2"
sentiment_analyzer: "cardiffnlp/twitter-roberta-base-sentiment-latest"
image_captioner: "Salesforce/blip-image-captioning-base"
image_classifier: "google/vit-base-patch16-224"
# Configuraci贸n de procesamiento
processing:
max_text_length: 512
image_size: [224, 224]
audio_sample_rate: 16000
batch_size: 8
max_concurrent_requests: 10
# Configuraci贸n de reducci贸n dimensional
dimensionality_reduction:
umap:
n_components: 2
n_neighbors: 15
min_dist: 0.1
random_state: 42
tsne:
n_components: 2
perplexity: 30
random_state: 42
dbscan:
eps: 0.5
min_samples: 5
# Configuraci贸n de la interfaz
interface:
title: "Sistema de IA Multimodal Avanzado"
theme: "soft"
max_file_size: "10MB"
allowed_extensions: [".jpg", ".png", ".wav", ".mp3", ".txt"]
# Configuraci贸n de logging
logging:
level: "INFO"
format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
file: "multimodal_system.log"
# Configuraci贸n de recursos
resources:
gpu_memory_fraction: 0.8
cpu_threads: 4
cache_size: "1GB" |