Skip to content

review 2025 #2147

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 2 commits into from
Oct 16, 2025
Merged

review 2025 #2147

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
18544a9
review 2025
kengorucu Oct 16, 2025
5a45fd1
Merge branch 'main' into compute-review2025
kengorucu Oct 16, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion ...d-infrastructure/compute-including-hpc/ai-infra-gpu/ai-infrastructure/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

This repository contains detailed information related to Oracle Cloud Infrastructure GPU compute instances.

Reviewed: 26.02.2024
Reviewed: 16.10.202

# Table of Contents

Expand Down
2 changes: 1 addition & 1 deletion ...ncluding-hpc/ai-infra-gpu/ai-infrastructure/deepspeed-training-tuning/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ This repository provides a step-by-step deployment of DeepSpeed training for Lar

This setup includes a tuned DeepSpeed configuration (`tuned_ds_config.json`) that provides up to **13% performance improvement** over standard configurations.

Reviewed: 06.06.2025
Reviewed: 16.10.2025
# When to use this asset?

Use this asset when you need to:
Expand Down
2 changes: 1 addition & 1 deletion ...ute-including-hpc/ai-infra-gpu/ai-infrastructure/llm-benchmark-docker/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@ and
using
[Docker Compose](https://docs.docker.com/compose/).

Reviewed: 20.05.2025
Reviewed: 16.10.2025

# When should this asset be used?

Expand Down
2 changes: 1 addition & 1 deletion ...cluding-hpc/ai-infra-gpu/ai-infrastructure/nemo-megatron-training-oke/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ on the Oracle Container Engine for Kubernetes (OKE) using
Reference results from NVIDIA to train Llama 3 can be found on the
[NGC Catalog](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/dgxc-benchmarking/resources/llama3-dgxc-benchmarking).

Reviewed: 01.07.2025
Reviewed: 16.10.2025

# When to use this asset?

Expand Down
2 changes: 1 addition & 1 deletion ...ture/compute-including-hpc/ai-infra-gpu/ai-infrastructure/nim-gpu-oke/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ This repository intends to demonstrate how to deploy [NVIDIA NIM](https://develo

The model used is `Llama2-7B-chat`, running on an NVIDIA A10 Tensor Core GPU hosted on OCI. For scalability, we are hosting the model repository on a Bucket in Oracle Cloud Object Storage.

Reviewed 23.05.2024
Reviewed 16.10.2025

# When to use this asset?

Expand Down
2 changes: 1 addition & 1 deletion ...cluding-hpc/ai-infra-gpu/ai-infrastructure/rag-langchain-vllm-mistral/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

This repository is a variant of the Retrieval Augmented Generation (RAG) tutorial available [here](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/rag-genai). Instead of the OCI GenAI Service, it uses a local deployment of Mistral 7B Instruct v0.3 using a vLLM inference server powered by an NVIDIA A10 GPU.

Reviewed: 23.05.2024
Reviewed: 16.10.2025

# When to use this asset?

Expand Down
2 changes: 1 addition & 1 deletion ...e/compute-including-hpc/ai-infra-gpu/ai-infrastructure/triton-gpu-oke/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

This repository intends to demonstrate how to deploy NVIDIA Triton Inference Server on Oracle Kubernetes Engine (OKE) with TensorRT-LLM Backend in order to server Large Language Models (LLMs) in a Kubernetes architecture.

Reviewed 23.05.2024
Reviewed 16.10.2025

# When to use this asset?

Expand Down
2 changes: 1 addition & 1 deletion ...e/compute-including-hpc/ai-infra-gpu/ai-infrastructure/triton-mixtral/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

This repository provides a step-by-step tutorial for deploying and using Mixtral 8x7B Large Language Model using the NVIDIA Triton Inference Server and the TensorRT-LLM backend.

Reviewed: 23.05.2024
Reviewed: 16.10.2025

# When to use this asset?

Expand Down
2 changes: 1 addition & 1 deletion ...ure/compute-including-hpc/ai-infra-gpu/ai-infrastructure/vllm-mistral/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

This repository provides a step-by-step tutorial for deploying and using [Mistral 7B Instruct](https://mistral.ai/technology/#models) Large Language Model using the [vLLM](https://github.com/vllm-project/vllm?tab=readme-ov-file) library.

Reviewed: 23.05.2024
Reviewed: 16.10.2025

# When to use this asset?

Expand Down