Hugging Face's logo

Spaces:
GunaKoppula
/
MultiModal-Phi2
Runtime error

App Files Community
MultiModal-Phi2
File size: 1,437 Bytes 
1b9a223
 
efe75b3
 
 
1b9a223
efe75b3
1b9a223
 
 
 
efe75b3
 
 
 
 
 
 
1b9a223
efe75b3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
---
title: MultiModal Phi2
emoji: 🚀
colorFrom: blue
colorTo: red
sdk: gradio
sdk_version: 3.35.2
app_file: app.py
pinned: false
license: mit
---
## Phi2 : Multimodal Finetuning
### Details
1. LLM Backbone: Phi2
2. Vision Tower: clip-vit-large-patch14-336
3. Audio Model: Whisper
4. Pretraining Dataset: LAION-CC-SBU dataset with BLIP captions(200k samples)
5. Finetuning Dataset: Instruct 150k dataset based on COCO

### Design
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/56df24cd-2681-4e17-ab64-9652f609b15f)

### Pretraining
#### Training Loss Curve
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/b6c37a95-0a56-4b52-8719-3ff56dc1b703)

#### Learing Rate
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/44d9a11b-b28d-47e1-ba1d-d6dc22ebe748)

#### Training Logs
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/76543d98-d9fe-4c1a-ac47-3d06e48053ad)

### Finetuning
#### Training Loss Curve
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/45ef40bd-fae5-4cfe-a522-c0eed2833230)

#### Learing Rate
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/df60ee62-a537-4e36-a7f7-f7111e101162)

#### Training Logs
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/2747acce-bc99-4c37-a05a-d5e81cb9aa9d)

### Results
![image](https://github.com/RaviNaik/ERA-CAPSTONE/assets/23289802/f12a9f04-df32-413e-b957-774c30381b2b)