Adapters
English
code
medical
dnnsdunca commited on
Commit
f7b07c6
1 Parent(s): dfed092

Create Metadata.yaml

Browse files
Files changed (1) hide show
  1. Metadata.yaml +69 -0
Metadata.yaml ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ model-index:
3
+ - name: Agentic Unified Mind UANN
4
+ results:
5
+ - task:
6
+ type: text-classification
7
+ dataset:
8
+ name: imdb
9
+ type: huggingface
10
+ split: train[:10%]
11
+ - task:
12
+ type: image-classification
13
+ dataset:
14
+ name: cifar10
15
+ type: huggingface
16
+ split: train[:10%]
17
+ - task:
18
+ type: structured-data
19
+ dataset:
20
+ name: titanic
21
+ type: huggingface
22
+ split: train
23
+ model_description: |
24
+ The Agentic Unified Mind UANN integrates text, image, and structured data processing using advanced neural network architectures and reinforcement learning. This multi-modal AI model combines BERT for text, ResNet50 for images, and dense neural networks for structured data.
25
+ model_type: multi-modal
26
+ languages:
27
+ - en
28
+ library_name: tensorflow
29
+ tags:
30
+ - multi-modal
31
+ - reinforcement-learning
32
+ - text-classification
33
+ - image-classification
34
+ - structured-data
35
+ license: apache-2.0
36
+ datasets:
37
+ - imdb
38
+ - cifar10
39
+ - titanic
40
+ metrics:
41
+ - accuracy
42
+ - loss
43
+ ---
44
+
45
+ # Agentic Unified Mind UANN
46
+
47
+ ## Model Description
48
+
49
+ The Agentic Unified Mind UANN integrates:
50
+ - Text processing using BERT.
51
+ - Image processing using ResNet50.
52
+ - Structured data processing with dense neural networks.
53
+ - Reinforcement learning for autonomous decision-making.
54
+
55
+ ## Features
56
+
57
+ - **Multi-modal Inputs:** Handles text, images, and structured data.
58
+ - **Advanced Neural Network Architectures:** Uses BERT for text, ResNet50 for images, and dense layers for structured data.
59
+ - **Unified Cognitive Framework:** Combines information from multiple modalities for better decision-making.
60
+ - **Reinforcement Learning:** Enhances the model's ability to learn and adapt from interactions.
61
+
62
+ ## Setup
63
+
64
+ ### Installation
65
+
66
+ Install the required dependencies:
67
+
68
+ ```bash
69
+ pip install -r requirements.txt