Comments (2)
Hi Leo,
Thanks for reaching out. We did not test llama-7b on nextqa. However, it should be straightforward to modify this codebase to support it. You can refer to the setting of (EgoSchema + LLama-70B) and (NextQA + GPT-4).
from llovi.
Dear author, thank you for your reply!
Yeah I just tried to test llama-7b on nextqa. And yeah it's very much straightforward.
python main.py \ --dataset nextqa \ --data_path data/nextqa/llava1.5_fps1.json \ --fps 0.5 \ --anno_path data/nextqa/val.csv \ --duration_path data/nextqa/durations.json \ --prompt_type qa_next \ --model gpt-4-1106-preview \ --output_base_path output/nextqa \ --output_filename gpt4_llava.json
I just downloaded the data.zip, and modified the --model part of the above command to llama-2-7b-chat.
However, I don't have the permission to access llama2 series models on huggingface so I can't run the code successfully.
Then I tried to download the model from https://github.com/meta-llama/llama.
However, the way of loading the model is different from the way it is loaded on huggingface. So I modified a lot. At the end of the day, I only get an acc of 2.02% on nextqa task.
I think this is not reasonable and maybe due to the way I load the model.
So I'd like to know weather it's convenient for you to help me reproduce it and get the performance. Looks like that when the environment is ready, all one needs to do is modifying the --model part of the above command to 'llama-2-7b-chat'.
from llovi.
Related Issues (6)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from llovi.