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@@ -600,6 +600,19 @@ gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
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</section>
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<section id="examples" class="level2">
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<h2 class="anchored" data-anchor-id="examples">Examples</h2>
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<div class="callout callout-style-default callout-tip callout-titled">
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<div class="callout-header d-flex align-content-center">
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<div class="callout-icon-container">
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<i class="callout-icon"></i>
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</div>
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<div class="callout-title-container flex-fill">
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Tip
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</div>
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</div>
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<div class="callout-body-container callout-body">
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<p>See our example configs <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/distributed-parallel">here</a>.</p>
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</div>
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</div>
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<ol type="1">
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<li>HSDP on 2 nodes with 4 GPUs each (8 GPUs total):
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<ul>
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@@ -1632,7 +1632,7 @@
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"href": "docs/nd_parallelism.html#examples",
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"title": "N-D Parallelism (Beta)",
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"section": "Examples",
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"text": "Examples\n\nHSDP on 2 nodes with 4 GPUs each (8 GPUs total):\n\nYou want FSDP within each node and DDP across nodes.\nSet dp_shard_size: 4 and dp_replicate_size: 2.\n\nFSDP + TP on a single 8-GPU node:\n\nYou want to split the model across 4 GPUs using FSDP, and further split each layer across 2 GPUs with TP.\nSet dp_shard_size: 4 and tensor_parallel_size: 2.\n\nFSDP + CP on a single 8-GPU node for long context:\n\nYou want to shard the model across all 8 GPUs and also split the sequence length across all 8 GPUs.\nSet dp_shard_size: 8 and context_parallel_size: 8. Note: this means the data parallel group and context parallel group are the same. A more common setup might be to shard across a smaller group.",
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"text": "Examples\n\n\n\n\n\n\nTip\n\n\n\nSee our example configs here.\n\n\n\nHSDP on 2 nodes with 4 GPUs each (8 GPUs total):\n\nYou want FSDP within each node and DDP across nodes.\nSet dp_shard_size: 4 and dp_replicate_size: 2.\n\nFSDP + TP on a single 8-GPU node:\n\nYou want to split the model across 4 GPUs using FSDP, and further split each layer across 2 GPUs with TP.\nSet dp_shard_size: 4 and tensor_parallel_size: 2.\n\nFSDP + CP on a single 8-GPU node for long context:\n\nYou want to shard the model across all 8 GPUs and also split the sequence length across all 8 GPUs.\nSet dp_shard_size: 8 and context_parallel_size: 8. Note: this means the data parallel group and context parallel group are the same. A more common setup might be to shard across a smaller group.",
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"crumbs": [
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"Advanced Features",
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"N-D Parallelism (Beta)"
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<url>
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||||
<loc>https://docs.axolotl.ai/docs/api/cli.utils.load.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.534Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.368Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/utils.data.sft.html</loc>
|
||||
<lastmod>2025-08-08T06:33:46.217Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:07.045Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.760Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.592Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/utils.tokenization.html</loc>
|
||||
<lastmod>2025-08-08T06:33:46.107Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.938Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.832Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.664Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html</loc>
|
||||
<lastmod>2025-08-08T06:33:46.509Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:07.334Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/cli.args.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.413Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.250Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/evaluate.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.199Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.039Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html</loc>
|
||||
<lastmod>2025-08-08T06:33:45.740Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:06.572Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/api/utils.distributed.html</loc>
|
||||
<lastmod>2025-08-08T06:33:46.196Z</lastmod>
|
||||
<lastmod>2025-08-08T11:49:07.024Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/docs/multipack.html</loc>
|
||||
<lastmod>2025-08-08T06:30:24.581Z</lastmod>
|
||||
<lastmod>2025-08-08T11:45:45.426Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html</loc>
|
||||
<lastmod>2025-08-08T06:30:24.586Z</lastmod>
|
||||
<lastmod>2025-08-08T11:45:45.430Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://docs.axolotl.ai/FAQS.html</loc>
|
||||
<lastmod>2025-08-08T06:30:24.576Z</lastmod>
|
||||
<lastmod>2025-08-08T11:45:45.421Z</lastmod>
|
||||
</url>
|
||||
</urlset>
|
||||
|
||||
Reference in New Issue
Block a user