# GPU Mode - 強化学習ミニカンファレンス2026

多くのカスタムカーネル作業を伴う効率的なGRPO / GSPOのためのUnsloth GitHub： <https://github.com/unslothai/unsloth>

こちらが添付のPDFスライドです：

{% file src="/files/eeb83071662a8683132326b0c39e17b56dfef4c1" %}

### 強化学習リソース

ステップバイステップのガイド、初心者向けまたは上級者向けのチュートリアルについては、次のドキュメントを参照してください：

{% columns %}
{% column width="50%" %}
{% content-ref url="/pages/2e1ff161b8dd839d98df40642b2647753c4a80e4" %}
[Reinforcement Learning Guide](/docs/jp/meru/reinforcement-learning-rl-guide.md)
{% endcontent-ref %}

{% content-ref url="/pages/a653c474327e232378ecbe04adeeaf5e3b6abaaa" %}
[RL報酬ハッキング](/docs/jp/meru/reinforcement-learning-rl-guide/advanced-rl-documentation/rl-reward-hacking.md)
{% endcontent-ref %}
{% endcolumn %}

{% column width="50%" %}
{% content-ref url="/pages/d162fad71aa9478e713b7a7dfa3d60267dfca53b" %}
[Advanced RL Docs](/docs/jp/meru/reinforcement-learning-rl-guide/advanced-rl-documentation.md)
{% endcontent-ref %}

{% content-ref url="/pages/279889a232e1a4ec554827f0eb7c954d2871a4a3" %}
[RLにおけるFP16とBF16](/docs/jp/meru/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/fb9d3ff64a5035fc434979bb3b39a92149730468" %}
[FP8 RL](/docs/jp/meru/reinforcement-learning-rl-guide/fp8-reinforcement-learning.md)
{% endcontent-ref %}
{% endcolumn %}

{% column width="50%" %}
{% content-ref url="/pages/01cdfed2f29f2821ff712fcb0ccb837f8ba4baf3" %}
[Vision RL](/docs/jp/meru/reinforcement-learning-rl-guide/vision-reinforcement-learning-vlm-rl.md)
{% endcontent-ref %}
{% endcolumn %}
{% endcolumns %}

### ライブビデオ録画

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


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://unsloth.ai/docs/jp/burogu/gpu-mode-conference.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.