YouTube: https://youtu.be/_w3uMlr_FCs?si=LqcuZZ3TZf9wID5k
This now covers BOTH the writeup criterion options:
- Mini-blog (BLOG.md, ~2000 words, hero arc)
- < 2 min YouTube video (founders intro, embedded everywhere)
Surfaced in:
- README.md right under the headline (with thumbnail)
- README.md 'All links (judges click here)' table
- BLOG.md as the first thing under the title (with thumbnail)
- server/app.py landing page (Quick links, top of list)
- HF model card (already pushed)
DELETED (obsolete one-off utilities):
aisha_rl_training.py - older training script (notebook is canonical)
colab_eval_hybrid.py - V2 superseded by V3
convert_to_notebook.py - one-off used to bootstrap the .ipynb
generate_plots.py - synthetic plot generator (replaced by
scripts/generate_journey_plots.py)
MOVED to scripts/ (helper utilities, judges don't run directly):
build_trajectory_dataset.py
colab_eval_v3.py - eval harness referenced from README + blog;
updated all path references to ./scripts/
MOVED to examples/ (showcase scripts, judges may inspect):
demo_multiagent.py - curated multi-agent walkthrough; updated
README link to ./examples/
ROOT now contains 11 files only:
BLOG.md, README.md, AISHA_RL_Training_Colab.ipynb,
Dockerfile, openenv.yaml, pyproject.toml, conftest.py,
__init__.py, client.py, models.py, inference.py
Old docs/ subfolder reference…
Add Gradio demo Space link to model card; pushed to HF Hub
NEW: https://huggingface.co/spaces/Sayuj63/Vapt-Env-Demo
- Standalone Gradio Space hosting the interactive demo UI
- Judges click -> pick scenario + agent -> watch action timeline stream
- Final grader card with delta + improvement multiplier
- Bar chart + W&B reward curve embedded
- Links back to env Space, trained adapter, W&B, GitHub
README: surfaced the demo Space at the top of the link block as the
'try it now' entry point — judges hit this first.
Env Space landing page: also links the demo Space at the top of the
'Quick links' section.
Add journey/comparison/demo charts + push real model card to HF Hub
3 new plots in plots/ tell the full story of how we got to the 6.4x result.
Real PEFT model card pushed to https://huggingface.co/Sayuj63/vapt-env-llama32-3b-grpo
replacing the [More Information Needed] template.
README updated with 3 new image embeds telling the iteration journey.
