NVIDIA-NeMo / NVIDIA-NeMo/RL

Fix multi-turn example convergence

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#593 6 comments 0 reactions 1 assignee Assigned to @soodoshll View on GitHub
bug
Dominant language
Python
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Description

**Describe the bug**

Our current multi-turn example (https://github.com/NVIDIA-NeMo/RL/blob/main/examples/run_grpo_sliding_puzzle.py) doesn't converge well and collapses (starts to generate random text) after few 100 iterations.

**Steps/Code to reproduce bug**

Please list *minimal* steps or code snippet for us to be able to reproduce the bug.

A helpful guide on on how to craft a minimal bug report http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports.

**Expected behavior**

A clear and concise description of what you expected to happen.

**Environment overview (please complete the following information)**

- Environment location: [Bare-metal, Docker, Cloud(specify cloud provider - AWS, Azure, GCP, Collab)]
- Method of install: [pip install or from source]. Please specify exact commands you used to install.
- If method of install is [Docker], provide `docker pull` & `docker run` commands used

**Environment details**

If NVIDIA docker image is used you don't need to specify these.
Otherwise, please provide:
- OS version
- PyTorch version
- Python version

**Additional context**

Add any other context about the problem here.
Example: GPU model

Contributor guide

Open the contributing guide

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