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235 Commits

Author SHA1 Message Date
randyh62
2b83a962a0 Use intersphinx links for deep learning (#5859) 
* Use intersphinx links for deep learning

* Update deep-learning-rocm.rst

remove Taichi

* Update deep-learning-rocm.rst

Change Install link to "link"

* Apply suggestion from @randyh62

OK
 2026-01-20 09:17:37 -08:00
peterjunpark
4347a11bc4 Doc update for vLLM refactor #5855 (#5856) 
(cherry picked from commit a745e45dcb)
 2026-01-15 11:34:02 -05:00
Swati Rawat
4184d1ee1f Update docs/how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v24.12-dev.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:22 +05:30
Swati Rawat
0786c328c1 Update docs/how-to/rocm-for-ai/system-setup/prerequisite-system-validation.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:22 +05:30
Swati Rawat
88ea6072f5 Update docs/how-to/rocm-for-ai/system-setup/prerequisite-system-validation.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:22 +05:30
Swati Rawat
b32dcc8570 Update docs/how-to/rocm-for-ai/system-setup/prerequisite-system-validation.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:22 +05:30
Swati Rawat
0faa92e922 Update docs/how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v24.12-dev.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:21 +05:30
Swati Rawat
26ae989602 Update docs/how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v24.12-dev.rst 
Co-authored-by: peterjunpark <git@peterjunpark.com>
 2026-01-08 16:46:21 +05:30
srawat
4402dc4147 Update single-gpu-fine-tuning-and-inference.rst 2026-01-08 16:46:21 +05:30
srawat
5eda438e0a Update multi-gpu-fine-tuning-and-inference.rst 2026-01-08 16:46:20 +05:30
srawat
049784e1a7 Update prerequisite-system-validation.rst 2026-01-08 16:42:18 +05:30
srawat
f12169c5b7 replace rocm-smi reference with amd-smi 2026-01-08 16:42:18 +05:30
peterjunpark
b35d1a0627 fix(primus-pytorch.rst): FP8 config instead of BF16 (#5839) 
(cherry picked from commit 2dc22ca890)
 2026-01-07 13:51:50 -05:00
peterjunpark
7d2feaa8b1 Fix inconsistency in xDiT doc (#5823) 
Fix inconsistency in xDiT doc

(cherry picked from commit 172b0f7c08)
 2025-12-29 10:29:59 -05:00
peterjunpark
2a65394e32 Update docs for xDiT diffusion inference 25.13 Docker release (#5820) 
* archive previous version

* add xdit 25.13

* update history index

* add perf results section

(cherry picked from commit c67fac78bd)
 2025-12-29 08:45:29 -05:00
peterjunpark
268c1332c9 Update training docs for Primus/25.11 (#5819) 
* update conf and toc.yml.in

* archive previous versions

archive data files

update anchors

* primus pytorch: remove training batch size args

* update primus megatron run cmds

multi-node

* update primus pytorch

update

* update

update

* update docker tag

(cherry picked from commit e0b8ec4dfb)
 2025-12-29 08:45:17 -05:00
peterjunpark
512e311041 Update xdit diffusion inference history (#5808) (#5809) 
* Update xdit diffusion inference history

* fix

(cherry picked from commit 3a43bacdda)
 2025-12-22 11:14:57 -05:00
peterjunpark
ad4f486635 fix link to ROCm PyT docker image (#5803) (#5804) 
(cherry picked from commit 48d8fe139b)
 2025-12-19 15:51:20 -05:00
peterjunpark
485886712b clean up formatting in FA2 page (#5795) (#5796) 
(cherry picked from commit 7455fe57b8)
 2025-12-19 09:38:20 -05:00
peterjunpark
1cd6a14a22 Update Flash Attention guidance in "Model acceleration libraries" (#5793) 
* flash attention update

Signed-off-by: seungrok.jung <seungrok.jung@amd.com>

flash attention update

Signed-off-by: seungrok.jung <seungrok.jung@amd.com>

flash attention update

Signed-off-by: seungrok.jung <seungrok.jung@amd.com>

sentence-case heading

* Update docs/how-to/rocm-for-ai/inference-optimization/model-acceleration-libraries.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

---------

Co-authored-by: seungrok.jung <seungrok.jung@amd.com>
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
(cherry picked from commit 52c0a47e84)
 2025-12-19 09:00:40 -05:00
peterjunpark
a17f04a3b5 Update documentation for JAX training MaxText 25.11 release (#5789) (#5790) 
(cherry picked from commit cbab9a465d)
 2025-12-18 11:26:42 -05:00
peterjunpark
94de66ef3f [docs/7.1.1] Publish vLLM and xDiT doc updates (#5787) 
* vLLM inference benchmark 1210 (#5776)

* Archive previous ver

fix anchors

* Update vllm.rst and data yaml for 20251210

(cherry picked from commit 1b4f25733d)

* xDiT diffusion inference v25.12 documentation update (#5786)

* Add xdit-diffusion ROCm docs page.

* Update template formatting and fix sphinx warnings

* Add System Validation section.

* Add sw component versions/commits.

* Update to use latest v25.10 image instead of v25.9

* Update commands and add FLUX instructions.

* Update Flux instructions. Change image tag. Describe as diffusion inference instead of specifically video.

* git rm xdit-video-diffusion.rst

* Docs for v25.12

* Add hyperlinks to components

* Command fixes

* -Diffusers suffix

* Simplify yaml file and cleanup main rst page.

* Spelling, added 'js'

* fix merge conflict

fix

---------

Co-authored-by: Kristoffer <kristoffer.torp@amd.com>
(cherry picked from commit 459283da3c)

---------

Co-authored-by: Kristoffer <kristoffer.torp@amd.com>
 2025-12-17 10:28:30 -05:00
Pratik Basyal
e5cebe7b4e Taichi removed from ROCm docs [Develop] (#5779) (#5781) 
* Taichi removed from ROCm docs

* Warnings fixed
 2025-12-16 13:24:12 -05:00
Matt Williams
0d17c96f7f Fixing link redirects (#5758) 
* Update multi-gpu-fine-tuning-and-inference.rst

* Update pytorch-training-v25.6.rst

* Update pytorch-compatibility.rst
 2025-12-10 11:31:26 -05:00
peterjunpark
8f45b791fe Fix Primus PyTorch doc: training.batch_size -> training.local_batch_size (#5748) (#5749) 
(cherry picked from commit bf74351e5a)
 2025-12-08 13:59:00 -05:00
yugang-amd
f7c7587b10 xdit-diffusion v25.11 docs (#5743) 2025-12-05 17:08:21 -05:00
peterjunpark
d6d4d2ef92 fix docker hub links for primus:v25.10 (#5738) 
(cherry picked from commit 453751a86f)
 2025-12-04 09:21:53 -05:00
peterjunpark
8647ebcf76 Update training Docker docs for Primus 25.10 (#5737) 
(cherry picked from commit fb644412d5)
 2025-12-04 09:21:53 -05:00
Alex Xu
007f24fe7b Merge remote-tracking branch 'external/develop' into sync-develop-from-external 2025-11-26 10:09:04 -05:00
Pratik Basyal
fb098b6354 Initial changes for 7.1.1 release notes (#622) 
* Changelog and tables updates for 7.1.1 release notes

* Changelog synced

* Naming udpated

* Added upcoming changes for composable kernel

* Update RELEASE.md

Co-authored-by: Pratik Basyal <prbasyal@amd.com>

* Update RELEASE.md

* Highlights udpated for DGL, ROCm-DS, and HIP documentation

* Changelog synced"

* Offline, runfile and ROCm Bandwidth test updated

* CK/AITER highlight added

* Changelog synced

* AI model highlight updated

* PLDM version added

* Changelog updated

* Leo's feedback incorporated

* Compatibility and PLDM versions udpated

* New docs update added

* ROCm resolved issue added

* Review feedback added

* Link added

* PLDM updated

* PLDM table udpated

* Changes

---------

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>
 2025-11-17 12:09:59 -05:00
peterjunpark
eb956cfc5c Fixed wording related to VLLM_V1_USE_PREFILL_DECODE_ATTENTION (#5605) 
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-11-11 09:22:11 -05:00
peterjunpark
e05cdca54f Fix references to vLLM docs (#5651) 2025-11-11 09:00:07 -05:00
anisha-amd
04c7374f41 Docs: frameworks 25.10 - compatibility - DGL and llama.cpp (#5648) 2025-11-10 15:26:54 -05:00
yugang-amd
674dc355e4 vLLM 10/24 release (#5626) 
* vLLM 10/24 release

* updates per SME inputs

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst

Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>

---------

Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>
 2025-11-05 11:13:50 -05:00
peterjunpark
1515fb3779 Revert "Add xdit diffusion docs (#5576)" (#5580) 
This reverts commit 4132a2609c.
 2025-10-27 16:22:28 -04:00
Kristoffer
4132a2609c Add xdit diffusion docs (#5576) 
* Add xdit video diffusion base page.

* Update supported accelerators.

* Remove dependency on mad-tags.

* Update docker pull section.

* Update container launch instructions.

* Improve launch instruction options and layout.

* Add benchmark result outputs.

* Fix wrong HunyuanVideo path

* Finalize instructions.

* Consistent title.

* Make page and side-bar titles the same.

* Updated wordlist. Removed note container reg HF.

* Remove fp8_gemms in command and add release notes.

* Update accelerators naming.

* Add note regarding OOB performance.

* Fix admonition box.

* Overall fixes.
 2025-10-27 14:56:55 +01:00
peterjunpark
35ca027aa4 Fix broken links under rocm-for-ai/ (#5564) 2025-10-23 14:39:58 -04:00
peterjunpark
90c1d9068f add xref to vllm v1 optimization guide in workload.rst (#5560) 2025-10-22 13:47:46 -04:00
peterjunpark
cb8d21a0df Updates to the vLLM optimization guide for MI300X/MI355X (#5554) 
* Expand vLLM optimization guide for MI300X/MI355X with comprehensive AITER coverage. attention backend selection, environment variables (HIP/RCCL/Quick Reduce), parallelism strategies, quantization (FP8/FP4), engine tuning, CUDA graph modes, and multi-node scaling.

Co-authored-by: PinSiang <pinsiang.tan@embeddedllm.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: pinsiangamd <pinsiang.tan@amd.com>
Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>
 2025-10-22 12:54:25 -04:00
peterjunpark
a613bd6824 JAX Maxtext v25.9 doc update (#5532) 
* archive previous version (25.7)

* update docker components list for 25.9

* update template

* update docker pull tag

* update

* fix intro
 2025-10-17 11:31:06 -04:00
peterjunpark
14bb59fca9 Update Megatron/PyTorch Primus 25.9 docs (#5528) 
* add previous versions

* Fix heading levels in pages using embedded templates (#5468)

* update primus-megatron doc

update megatron-lm doc

update templates

fix tab

update primus-megatron model configs

Update primus-pytorch model configs

fix css class

add posttrain to pytorch-training template

update data sheets

update

update

update

update docker tags

* Add known issue and update Primus/Turbo versions

* add primus ver to histories

* update primus ver to 0.1.1

* fix leftovers from merge conflict
 2025-10-16 12:51:30 -04:00
anisha-amd
a98236a4e3 Main Docs: references of accelerator removal and change to GPU (#5495) 
* Docs: references of accelerator removal and change to GPU

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
 2025-10-16 11:22:10 -04:00
Pratik Basyal
036aaa2e78 ROCm for HPC topic updated Develop (#5504) 
* ROCm for HPC topic updated

* ROCm for HPC topic udpated

* Minor editorial
 2025-10-10 22:31:51 -04:00
peterjunpark
68e8453ca5 Update vLLM doc for 10/6 release and bump rocm-docs-core to 1.26.0 (#5481) 
* archive previous doc version

* update model/docker data and doc templates

* Update "Reproducing the Docker image"

* fix: truncated commit hash doesn't work for some reason

* bump rocm-docs-core to 1.26.0

* fix numbering

fix

* update docker tag

* update .wordlist.txt
 2025-10-08 16:23:40 -04:00
peterjunpark
eeea0d2180 Fix heading levels in pages using embedded templates (#5468) 2025-10-03 13:33:14 -04:00
anisha-amd
93c6d17922 Docs: frameworks 25.09 - compatibility - FlashInfer and llama.cpp (#5462) 2025-10-02 13:51:36 -04:00
peterjunpark
2e1b4dd5ee Add multi-node setup instructions for training perf Dockers (#5449) 
---------

Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>
 2025-09-30 14:53:38 -04:00
Peter Park
fd59b5fbac fix links in docs (#5446) 2025-09-29 15:27:32 -04:00
Pratik Basyal
d92d9268dc Use of Radeon and Ryzen reference updated [Develop] (#5432) 
* Use of Radeon and Ryzen reference updated

* Pytorch link update
 2025-09-24 19:07:41 -05:00
Peter Park
442d7e4750 Add env var note to vllm.rst for MoE models and fix links in docs (#5415) 
* docs(vllm.rst): add performance note for MoE models

* docs: fix links

update vllm readme link 20250521

fix links
 2025-09-22 15:58:43 -04:00