NVIDIA-NeMo / NVIDIA-NeMo/DataDesigner
Ability to control order of multi-modal context along with prompts
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 2.2k
- Forks
- 211
- Avg merge
- 2d 6h
- Merged PRs (30d)
- 40
Description
Priority Level
Medium (Nice to have)
Is your feature request related to a problem? Please describe.
Right now all images are packed before text prompts. There is no way to control the order of multi-modal context with text prompts.
Describe the solution you'd like
The desire is to have finer control over the exact order of multi-modal context:
<images> <text>
Page1 <image1> page2 <image2> <more text>
{“<image1”>: path, “<image2>”: path2}
“Page1 <image1> page2 <image2>”
“Frame 1 timestamp x” <video frame1>
<audio> <image> <video> <image> <image> <audio>
This is necessary when working with multi-modal data.
Describe alternatives you've considered
No response
Additional context
No response
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no files, tests, or entry points. Start by locating the multimodal context assembly that currently places images before text, then review how prompts and media are represented. Done should include a defined ordering mechanism supporting interleaved text and images, with coverage for the ordering examples described here.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- ai
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100