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Add Llama 3.1 LoRA PEFT and NIM Deployment tutorial #9844

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merged 8 commits into from
Jul 23, 2024

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@shashank3959 shashank3959 commented Jul 23, 2024

  • Adds a tutorial for Llama-3.1 LoRA with Law Domain synthetically augmented dataset
  • Reorganizes the llama-3 tutorials

shashank3959 and others added 2 commits July 23, 2024 11:31
Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
@shashank3959 shashank3959 changed the title Move PubMedQA example to dedicated folder Add Llama 3.1 LoRA PEFT and NIM Deployment tutorial Jul 23, 2024
@JRD971000 JRD971000 added documentation Improvements or additions to documentation and removed documentation Improvements or additions to documentation labels Jul 23, 2024
@JRD971000 JRD971000 merged commit b7ca4a3 into NVIDIA:main Jul 23, 2024
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tonyjie pushed a commit to tonyjie/NeMo that referenced this pull request Jul 24, 2024
* Move PubMedQA example to dedicated folder

Signed-off-by: Shashank Verma <shashank3959@gmail.com>

* Add llama 3.1 SDG LoRA and NIM deployment tutorial

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama-3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama 3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Updates to NIM deployment instructions

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor update to README

---------

Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
akoumpa pushed a commit that referenced this pull request Jul 25, 2024
* Move PubMedQA example to dedicated folder

Signed-off-by: Shashank Verma <shashank3959@gmail.com>

* Add llama 3.1 SDG LoRA and NIM deployment tutorial

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama-3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama 3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Updates to NIM deployment instructions

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor update to README

---------

Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
BoxiangW pushed a commit to BoxiangW/NeMo that referenced this pull request Jul 30, 2024
* Move PubMedQA example to dedicated folder

Signed-off-by: Shashank Verma <shashank3959@gmail.com>

* Add llama 3.1 SDG LoRA and NIM deployment tutorial

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama-3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama 3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Updates to NIM deployment instructions

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor update to README

---------

Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
Signed-off-by: Boxiang Wang <boxiangw@nvidia.com>
xuanzic pushed a commit to xuanzic/NeMo that referenced this pull request Aug 1, 2024
* Move PubMedQA example to dedicated folder

Signed-off-by: Shashank Verma <shashank3959@gmail.com>

* Add llama 3.1 SDG LoRA and NIM deployment tutorial

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama-3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama 3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Updates to NIM deployment instructions

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor update to README

---------

Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
Signed-off-by: Vivian Chen <xuanzic@example.com>
kchike pushed a commit to kchike/NeMo that referenced this pull request Aug 8, 2024
* Move PubMedQA example to dedicated folder

Signed-off-by: Shashank Verma <shashank3959@gmail.com>

* Add llama 3.1 SDG LoRA and NIM deployment tutorial

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama-3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor updates to Llama 3.1 PEFT tutorial README

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Updates to NIM deployment instructions

Signed-off-by: Shashank Verma <shashankv@nvidia.com>

* Minor update to README

---------

Signed-off-by: Shashank Verma <shashank3959@gmail.com>
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
Signed-off-by: kchike <kohei.chike@jp.ricoh.com>
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2 participants