* Add Fine Tuning LLMs how to guide
* Reorg and refactor Fine-tuning LLMs with ROCm
Update index and headings
Fix formatting and update toc
Split out content from index to overview.rst
Add metadata
Clean up overview
Add inference sections, fix rst errors, clean up single-gpu-fine-tuning
Combine fine-tuning and inference guides
Fix some links and formatting
Update toc and add formatting fixes
Add ck kernel fusion content
Update toc
Clean up model quantization and acceleration
Add CK images
Clean up profiling
Update triton kernel performance optimization
Update llm inference frameworks guide
Disable automatic number of figures and tables in Sphinx conf
Change tabs to spaces
Change heading to end with -ing
Add link fixes and heading updates
Add rocprof/Omniperf/Omnitrace section
Update profiling and debugging guide
Add formatting fixes
Satisfy spellcheck
Fix words
Delete unused file
Finish overview
Clean up first 4 sections
Multi-gpu fine-tuning guide: slight fixes
Update toc
Remove tabs
Formatting fixes
* Minor wording updates
* Add some clean-up
* Update profiling and debugging gudie
* Fix Omnitrace link
* Update ck kernel fusion with latest
* Update CK formatting
* Fix perfetto link syntax
* Fix typos and add blurbs
* Add fixes to Triton optimization doc
* Tabify saving adapters / models section
* Fix linting errors - spellcheck
Fix spelling and grammar
Satisfy linter
Update wording in profiling guide
Add fixes to satisfy linter
More fixes for linting in Triton guide
More linting fixes
Spellcheck in CK guide
* Improve triton guide
Fix linting errors and optics
* Add occupancy / vgpr table
Change some wording
* Re-add tunableop
* Add missing indent in _toc.yml
* Remove ckProfiler references
* Add links to resources
* Add refs in CK optimization guide
* Rename files and fix internal links
* Organize tuning guides
Reorg triton
* Add compute unit diagram
* Remove AutoAWQ
* Add higher res image for Perfetto trace example
* Update link text
* Update fig nums
* Update some formatting
* Update "Inductor"
* Change "Inductor" to TorchInductor
* Add link to official TorchInductor docs
* Add Using ROCm for AI:wq
Add PyTorch Docker installation images
Split doc into subtopics
Add metadata
Clean up index
Clean up hugging face guide
Clean up installation guide
Fix rST formatting
Clean up install and train-a-model
Clean up MAD
Delete unused file
Add ref anchors and clean up MAD doc
Add formatting fixes
Update toc and section index
Format some code blocks
Remove install guide and update toc
Chop installation guide
Clean up deployment and hugging face sections
Change headings to end in -ing
Fix spelling in Training a model
Delete MAD and split out install content
Fix formatting
Change words to satisfy spellcheck linter
* Add review suggestions and add helpful links
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
Add helpful links and add review suggestions
Remove fine-tuning link and links to D5 and MAGMA
Update docs/how-to/rocm-for-ai/deploy-your-model.rst
Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com>
Update DeepSpeed link
Add subheading to ML framework installation and closing blurb to hugging face models guide
* Reorder topics
* Rename 'Tuning guides' to 'Hardware optimization'
* Move deep learning to Install section
* Change 'Hardware' to 'System' to align with index.md
* Satisfy spellcheck linter
* adding new framework install graphic with JAX
* Fix link to ROCm libraries list
* crop framework_install graphic
* Reset .wordlist.txt update
* Prettify deep learning framework installation page
* Change spacing in list of frameworks
---------
Co-authored-by: Young Hui <young.hui@amd.com>
