> For the complete documentation index, see [llms.txt](https://unsloth.ai/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://unsloth.ai/docs/blog/gpu-mode-conference.md).

# GPU Mode - Reinforcement Learning Mini Conference 2026

Slides to our PyTorch Conference 2025 Talks.

Unsloth GitHub for efficient GRPO / GSPO with lots of custom kernel work: <https://github.com/unslothai/unsloth>

Here are our attached PDF slides:

{% file src="/files/XP2Q9dkkXqKuDEMO1gdo" %}

### Reinforcement Learning Resources

For step-by-step guides, beginner or advanced tutorials, you can refer to our docs for:

{% columns %}
{% column width="50%" %}
{% content-ref url="/pages/vT6jTKG1LCfN7HoJ4fVR" %}
[Reinforcement Learning](/docs/get-started/reinforcement-learning-rl-guide.md)
{% endcontent-ref %}

{% content-ref url="/pages/PVxTK4Eal3B77LmfhdRU" %}
[RL Reward Hacking](/docs/get-started/reinforcement-learning-rl-guide/advanced-rl-documentation/rl-reward-hacking.md)
{% endcontent-ref %}
{% endcolumn %}

{% column width="50%" %}
{% content-ref url="/pages/P9PfsQ0BjnZuwPaXA93E" %}
[Advanced RL Docs](/docs/get-started/reinforcement-learning-rl-guide/advanced-rl-documentation.md)
{% endcontent-ref %}

{% content-ref url="/pages/wQboNZf1ZtBJ9Qk4WQxb" %}
[FP16 vs BF16 for RL](/docs/get-started/reinforcement-learning-rl-guide/advanced-rl-documentation/fp16-vs-bf16-for-rl.md)
{% endcontent-ref %}
{% endcolumn %}
{% endcolumns %}

{% columns %}
{% column width="50%" %}
{% content-ref url="/pages/pFyRT83vVFiXANdxamCs" %}
[FP8 RL](/docs/get-started/reinforcement-learning-rl-guide/fp8-reinforcement-learning.md)
{% endcontent-ref %}
{% endcolumn %}

{% column width="50%" %}
{% content-ref url="/pages/aV6S9cmDmSv5ky4ZCo5d" %}
[Vision RL](/docs/get-started/reinforcement-learning-rl-guide/vision-reinforcement-learning-vlm-rl.md)
{% endcontent-ref %}
{% endcolumn %}
{% endcolumns %}

### Live Video Recording

{% embed url="<https://www.youtube.com/watch?v=jMSCJZAEYR8>" %}


---

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