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116 Commits

Author SHA1 Message Date
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
e8d104124f Fix PyTorch training benchmark doc template (#5357) 
* fix template

* update wordlist
 2025-09-16 17:21:57 -04:00
randyh62
37faf170b1 Update RELEASE.md (#5349) 
* Update RELEASE.md

update llvm-project URL

* Update .wordlist.txt

add spelling errors
 2025-09-16 09:38:23 -07:00
Pratik Basyal
8af34e2026 700 update pre GA batch1 (#5322) 
* Fix PLDM note for ROCm 7.0 (#5320)

* fix pdlm for mi300x

* update debian 12 support note

* 7.0.0 Release notes update Batch 9 (#559)

* Changelog synced

* Compatibilty updated

* Compatibilty update

* Compiler highlight updated

* wordlist updated

---------

Co-authored-by: Peter Park <peter.park@amd.com>
 2025-09-16 07:24:54 -04:00
Parag Bhandari
60e3a8107c Merge branch 'develop' into develop-internal 2025-09-16 05:12:42 -04:00
Peter Park
7098bdc03b Update vLLM inference benchmark doc for 0909 release (and Sphinx fixes) (#5289) 2025-09-11 15:01:17 -04:00
anisha-amd
3ca9cb1fcc Docs: adding ray and llama.cpp live blog links (#5290) 2025-09-10 15:02:03 -04:00
anisha-amd
db43d18c37 Docs: frameworks compatibility- ray and llama.cpp (#5273) 2025-09-09 11:02:30 -04:00
Peter Park
4f53183696 docs: Add JAX MaxText benchmark v25.7 (#5182) 
* Update previous versions

* Add data file

* fix filename and anchors

* add templates

* update .wordlist.txt

* Update template and data

add missing step

fix fmt

* update template

* fix data

* add jax 0.6.0

* update history

* update quantized training note
 2025-09-08 21:42:56 -04:00
Peter Park
4bc1bf00c6 Update PyTorch training benchmark docker doc to 25.7 (#5255) 
* Update PyTorch training benchmark docker doc to 25.7

* update .wordlist.txt

* update conf.py

* update data sheet

* fix sphinx warnings
 2025-09-05 12:07:51 -04:00
Swati Rawat
4f4f4556a5 Merge branch 'develop' into swraw/docs 2025-08-28 20:48:33 +05:30
Istvan Kiss
d476d09aff Update precision support page with missing libraries and RDNA2 and CDNA4 support 2025-08-28 17:09:34 +02:00
Swati Rawat
808a7709aa Merge branch 'develop' into swraw/docs 2025-08-26 20:32:46 +05:30
Matt Williams
1d42f7cc62 Deep learning frameworks edits for scale (#5189) 
* Deep learning frameworks edits for scale

Based on https://ontrack-internal.amd.com/browse/ROCDOC-1809

* update table

table

* leo comments

* formatting

* format

* update table based on feedback

* header

* Update machine learning page

* headers

* Apply suggestions from code review

Co-authored-by: anisha-amd <anisha.sankar@amd.com>

* Update .wordlist.txt

* formatting

* Update docs/how-to/deep-learning-rocm.rst

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

---------

Co-authored-by: Matt Williams <Matt.Williams+amdeng@amd.com>
Co-authored-by: anisha-amd <anisha.sankar@amd.com>
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-08-22 11:46:07 -04:00
Peter Park
98029db4ee docs: Add Primus (Megatron) training Docker documentation (#5218) 2025-08-21 23:50:55 -04:00
Pratik Basyal
2ec8757ffa Post RC4 RN 700 update (#513) 
* Indentation and formatting updated

* Rc4 compute profiler version update

* Editorial changes in changelog

* Changelog and compatibility matrix updated

* ROCProfiler-SDK highlight update

* az and ol added to wordlist

* updated with newer info fr from migraphx

* fixed a formatting error

* Release date updated

* ROCProfiler-SDK highlight updated

* Changelog update

* Changelog update

* Release notes feedback

* Release notes update

---------

Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com>
 2025-08-21 18:51:57 -04:00
srawat
35ec186cd9 spellcheck 2025-08-20 17:19:28 +05:30
srawat
da340c3d05 spellcheck 2025-08-20 17:06:02 +05:30
Peter Park
7ee22790ce docs: Update vLLM benchmark doc for 20250812 Docker release (#5196) 2025-08-14 15:43:36 -04:00
anisha-amd
266387d816 Docs: Adding frameworks compatibility for Megablocks and Taichi (#5133) 2025-07-31 13:00:31 -04:00
Istvan Kiss
fb30dafa29 Update precision support page part I. (#5127) 2025-07-31 15:22:19 +02:00
yugang-amd
cc5bc5a882 Add SGLang inference benchmark doc w/ initial support for DeepSeek-R1-Distill-Qwen-32B (#4870) 2025-07-25 12:42:40 -04:00
Alex Xu
aa6f40e2e0 Merge remote-tracking branch 'external/develop' into sync-develop-from-external 2025-07-21 14:55:59 -04:00
Peter Park
5bcf3b0847 Update Megatron-LM training benchmark doc for v25.6 release (#5064) 2025-07-18 15:57:25 -04:00
Jeffrey Novotny
b431415ade Merge Verl, DGL, Megatron changes. (#5047) 
* Verl compatibility

* verl compatibility

* add Supported features

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* updated and edited verl compat doc

* added links to verl

* add future release for sglang and megatron inference eng.

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* fix lint

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* fixed a typo and a table

* Spolifroni amd/add to compat matrix (#430)

* added verl to compatibility matrix

* small change

* fixed an error in csv

* edited the verl compat based on leo's recommendations

* updated compat matrix (#435)

* Added a hardcoded link to the verl install

This is a link to an RTD build and MUST be removed before publishing.

* Update verl-compatibility.rst

* Added a hardcoded link to the verl install

This link is to an RTD build and it WILL break at publishing. It MUST be changed before publishing.

* Added version support note (#448)

* small fixes

* Update verl-compatibility.rst

* Update verl-compatibility.rst

---------

Signed-off-by: Vicky Tsang <vtsang@amd.com>
Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com>
Co-authored-by: anisha-amd <anisha.sankar@amd.com>
(cherry picked from commit f9bd22626b)

* Stanford Megatron-LM Compatibility

* Create stanford-megatron-lm-compatibility.rst

* toc and wordlist

* Update deep-learning-rocm.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* fixes and adding to main compat matrix

* formatting fix

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
(cherry picked from commit f4f096b44e)

* Framework: DGL Compatability

* Introducing new file for DGL Compatability

* Update dgl-compatibility.rst

* Update .wordlist.txt

* Update .wordlist.txt

* Update deep-learning-rocm.rst

* compatibility fixes

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* additions to use-cases and system support

* wording and fixes

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* remove table heading

* Update compatibility-matrix-historical-6.0.csv

---------

Co-authored-by: anisha-amd <anisha.sankar@amd.com>
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
(cherry picked from commit 2a7554c0b9)

* Manually resolve merge conflict

* Further merge conflict adjustments

---------

Signed-off-by: Vicky Tsang <vtsang@amd.com>
Co-authored-by: vickytsang <vtsang@amd.com>
Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com>
Co-authored-by: anisha-amd <anisha.sankar@amd.com>
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
Co-authored-by: Mukhil M S <167260682+mukh1l@users.noreply.github.com>
 2025-07-15 18:57:31 -04:00
vickytsang
f9bd22626b Verl compatibility 
* verl compatibility

* add Supported features

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* updated and edited verl compat doc

* added links to verl

* add future release for sglang and megatron inference eng.

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* fix lint

Signed-off-by: Vicky Tsang <vtsang@amd.com>

* fixed a typo and a table

* Spolifroni amd/add to compat matrix (#430)

* added verl to compatibility matrix

* small change

* fixed an error in csv

* edited the verl compat based on leo's recommendations

* updated compat matrix (#435)

* Added a hardcoded link to the verl install

This is a link to an RTD build and MUST be removed before publishing.

* Update verl-compatibility.rst

* Added a hardcoded link to the verl install

This link is to an RTD build and it WILL break at publishing. It MUST be changed before publishing.

* Added version support note (#448)

* small fixes

* Update verl-compatibility.rst

* Update verl-compatibility.rst

---------

Signed-off-by: Vicky Tsang <vtsang@amd.com>
Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com>
Co-authored-by: anisha-amd <anisha.sankar@amd.com>
 2025-07-15 16:39:31 -04:00
anisha-amd
f4f096b44e Stanford Megatron-LM Compatibility 
* Create stanford-megatron-lm-compatibility.rst

* toc and wordlist

* Update deep-learning-rocm.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* fixes and adding to main compat matrix

* formatting fix

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst

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

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

* Update stanford-megatron-lm-compatibility.rst

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-07-15 16:23:50 -04:00
Mukhil M S
2a7554c0b9 Framework: DGL Compatability 
* Introducing new file for DGL Compatability

* Update dgl-compatibility.rst

* Update .wordlist.txt

* Update .wordlist.txt

* Update deep-learning-rocm.rst

* compatibility fixes

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst

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

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* additions to use-cases and system support

* wording and fixes

* Update dgl-compatibility.rst

* Update dgl-compatibility.rst

* remove table heading

* Update compatibility-matrix-historical-6.0.csv

---------

Co-authored-by: anisha-amd <anisha.sankar@amd.com>
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-07-15 16:17:58 -04:00
Adel Johar
51cb6461b5 Docs: Pytorch compatibility page update 2025-06-18 11:12:47 +02:00
Adel Johar
c699aaf915 Docs: Overhaul JAX compatibility page 2025-06-12 14:35:30 +02:00
Peter Park
9ed65a81c4 Add Megatron-LM benchmark doc 5/2 (#4778) 
* reorg files

* add tabs

* update template

* update template

* update wordlist and toc

* add previous version to doc

* add selector paragraph

* update wordlist.txt
 2025-05-22 14:28:18 -04:00
Peter Park
0a77e7b3a5 docs: Add system health check doc under ROCm for AI (#4736) 
* add initial draft

* add to toc and install page

* update wording

* improve documentation structure

* resturcture and expand content

* add to training section

* add to conf.py article_pages

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

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

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

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

* update wordlist.txt

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

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

* inference --> AI workloads

* udpate toc

* update article_pages in conf.py

* Update system validation notes in training docs

* fix links in prerequisite-system-validation

* wording

* add note

* consistency

* remove extra files

* fix links

* add links to training index page

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-05-13 15:54:48 -04:00
Peter Park
d44ea40a0d Add MPT-30B + LLM Foundry doc (#4704) 
* add mpt-30b doc

* add tunableop note

* update MPT doc

* add section

* update wordlist

* fix flash attention version

* update "applies to"

* address review feedback

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

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

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

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

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

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

* update docker details to pytorch-training-v25.5

* update

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-05-02 12:13:20 -04:00
Peter Park
c3faa9670b Add PyTorch inference benchmark Docker guide (+ CLIP and Chai-1) (#4654) 
* update vLLM links in deploy-your-model.rst

* add pytorch inference benchmark doc

* update toc and vLLM title

* remove previous versions

* update

* wording

* fix link and "applies to"

* add pytorch to wordlist

* add tunableop note to clip

* make tunableop note appear to all models

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

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

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

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

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

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

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

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

* fix incorrect links

* wording

* fix wrong docker pull tag

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-04-23 17:35:52 -04:00
Peter Park
9ff3c2c885 Update PyTorch training Docker doc for 25.5 (#4638) 
* update pytorch-training to 25.5

* remove llama 2

* Revert "remove llama 2"

This reverts commit dab672fa7bcbd8bff730382c14177df4301a537d.

* add previous version

* fix run cmd

* add link to docker hub

* fix linting issue

* add Llama 3.3 70B

* update
 2025-04-15 18:16:22 -04:00
Parag Bhandari
db3c46fccf Merge branch 'develop-internal' into develop 2025-04-11 14:32:09 -04:00
Peter Park
424e6148bd Add MaxText training Docker doc 
Add MaxText training Docker doc
 2025-03-28 11:25:06 -04:00
Pratik Basyal
e980ea5e57 Pre ga 640 update (#333) 
* ROCProfiler deprecation notice udpated

* Link error

* Compatibility updated

* New changelog and OS support updated

* Upcoming changes removed from rocWWMA, added to hipTensor

* Glibc added to wordlist

* Instict docs content added

* RHEL 9.5 to OS

* Compatibility OS update

* Leo's feedback incorporated and TOC updated for linux requirement
 2025-03-21 16:09:53 -04:00
Istvan Kiss
635838e7ef Add atomics operation support page 2025-03-20 17:11:02 +01:00
Peter Park
2fca094531 PyTorch training Docker update 25.4 (#4482) 
* remove orphan tag

* add hugging face PEFT

* update "previous versions"

* data == ultrachat 200k

* fix "llama 2"

* add ultrachat to wordlist

* fix previous versions table

* add performance measurements

* add mi325x

* fix prev version

* change 'validation' to 'testing

* fix dir name

* fix backtick
 2025-03-13 13:40:00 -04:00
Peter Park
1fb42c2591 Update LLM inference performance validation on AMD Instinct MI300X guide to filter by desired model (#4424) 
* WIP

(cherry picked from commit a06a5b5b959a9425e7384fb58b88c3716f380e48)

rm unneeded files

(cherry picked from commit f1d0c00056a83299bdea74a43cd17454999cf2d8)

* add sphinxcontrib.datatemplates

(cherry picked from commit d056b93a325d87b81f54f70c6eb4ae78f4fb0bc1)

* add template

(cherry picked from commit 0691d59f0a1efbda7908762b7a906e30a65c0ee1)

fix template

(cherry picked from commit 01e4bea5522aa5deeaade58c105ff850f449df8b)

WIPO

(cherry picked from commit 4d8daf7445e7be92cd9ee1d39dff564bd8de41f4)

WIP

(cherry picked from commit 9eefd1f5833bc4dc8de9d777ff65a5fe5f826dbd)

update models yaml schema

(cherry picked from commit a5f0fc1e6cc51104dc2d42029bfcf3eea276d270)

add model groups functionality

(cherry picked from commit 13f49f96dd3e5a160d37c52e48a4fbcccdcf4f9e)

add selector headings and fix template

(cherry picked from commit 35f7f2314bcf74b4fd0a8ca10aaabf0de7063bb0)

update template

(cherry picked from commit 9e2dcfe0c7f6e7c2c685866ea83375fbacbc5032)

fix

(cherry picked from commit be51e32791550ddc21785effccb889228394b242)

use classes instead of data tags

(cherry picked from commit cd52d68c504f7e7435d156ae70cf4bde1dfe703e)

update template

(cherry picked from commit 9ed89fee6874b39ee3535fbde54a0a59f346ea2b)

clean up extra wip files

(cherry picked from commit a9f965a104baa966c184054638e935b011526278)

update wordlist

(cherry picked from commit f783656814e896aedd21acd1c8c87b4700c14469)

remove unused template

(cherry picked from commit cac894bd9c2b1262c9c006e5fddbcb742dc6d882)

improve script

(cherry picked from commit ca20ffd4922916616e0924d625652a815f27c35f)

fix template

(cherry picked from commit 752c61fda856fd5b244734636c036c8877e823b9)

fix standalone benchmark output path in template

(cherry picked from commit d8c04203b5ec0f6c2e2307f7890304a3dc5687be)

fix toc

(cherry picked from commit 8df42faf53488ef29f5a263d25032f3d35cd58ed)

update script to prevent flash of unstyled content

import a11y

(cherry picked from commit 46c852717f223a1d8744fab035807cebab4c5404)

add tabindex to wordlist

(cherry picked from commit 11492593f9692f5453045e7ec52c8f8ae9624ae9)

text

update script

* remove unused config option

* reorganize assets

* fix linting warning

* move js from data/ to extension/
 2025-02-28 12:39:02 -05:00
Adel Johar
4be8096109 Merge pull request #4393 from ROCm/docs_fix_arch 
Docs: Fix gpu-arch-spec.rst
 2025-02-26 14:19:38 +01:00
Peter Park
389fa7071b Update docs on Megatron-LM and PyTorch training Dockers (#4407) 
* Update Megatron-LM and PyTorch Training Docker docs

Also restructure TOC

* Apply suggestions from code review

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

update "start training" text

Apply suggestions from code review

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

update conf.py

fix spacing

fix branding issue

add disable numa

reorg

remove extra text
 2025-02-21 13:07:18 -05:00
Pratik Basyal
1b36ab4850 Final GA day prep for 633 (#313) 
* ROCProfiler deprecation notice udpated

* Final GA day changes added

* github issue no. added

* ROCTx added

* rocprofv added to wordlist

* Minor fix
 2025-02-19 15:19:44 -05:00
Adel Johar
0c6f660d59 Docs: Fix gpu-arch-spec.rst 2025-02-19 17:05:01 +01:00
Peter Park
2751a17cf0 Update vLLM benchmarking guide (#4347) 
* update vllm-benchmark

fix hlist overflow

update standalone benchmarking options

update list of models

fix typo and model name

unnecessary duplicate info

update formatting

update vllm benchmark guide

- remove Llama 2 FP8
- add Jais 13B
- update commands

update docker pull tag

update MAD available models

remove extra mad models not relevant to vllm

update PyTorch version

add changelog

add model names to .wordlist.txt

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

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

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

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

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

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

* fix typo

* update link

* fix link text

* change changelog to previous versions

* fix typo

* remove "for"

---------

Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
 2025-02-05 17:18:35 -05:00
Pratik Basyal
3af84601f8 Final changes moved to autotag template (#295) 
* Final changes moved to autotag template

* VCN added
 2025-01-28 13:25:10 -05:00
Pratik Basyal
3738297667 2nd POC for How to Use ROCm for AI (#282) 
* Initial draft for How-to POC

* Zone.identifier file removed

* Broken links in index.md fixed

* Zone.identifier file removed

* Review feedback incorporated

* Title updated

* New format for ROCm for AI TOC created

* Folder structure changed

* ROCm for AI index updated

* Link to Llama recipe updated

* Review feedback added

* Feedback from Cindy added

* Intro text from Cindy added

* New flow suggested by Hongxia incorporated

* Overview content from Cindy added, TOC updated, Meta data updated

* Reference to HPC removed

* Listing alignment updated

* Overview page updated

* Folder structure and link change resulted from TOC change updated

* Content sequence updated

* Meta data updated

* Review feedback incorporated

* Index file renamed

* Conf file updated for OS compatibility info

* update metadata (#4)

update metadata

fix spelling

* Wordlist updated

---------

Co-authored-by: Peter Park <peter.park@amd.com>
 2025-01-24 17:42:20 -05:00
Peter Park
d534f755e4 Add metadata to docs (#3688) 
* add missing metadata

add metadata to mi300 arch doc

add metadata to contributing guide

add metadata to mi300x tuning guides

* update meta to yaml frontmatter

* update to md metadata to myst frontmatter

* remove extra file

* fix spelling
 2025-01-14 08:55:45 -05:00