Examples

Deployment

vLLM

Deploy Llama 3.1 with vLLM

TGI

Deploy Llama 3.1 with TGI

NIM

Deploy DeepSeek R1 Distill Llama 8B with NIM

SGLang

Deploy DeepSeek-R1-Distill-Llama 8B & 70B with SGLang

Fine-tuning

Axolotl

Fine-tune Llama 3 on a custom dataset using Axolotl.

TRL

Fine-tune Llama 3.1 8B on a custom dataset using TRL.

Accelerators

AMD

Deploy and fine-tune LLMs on AMD

Intel Gaudi

Deploy and fine-tune LLMs on Intel Gaudi

TPU

Deploy and fine-tune LLMs on TPU

LLMs

Deepseek

Deploy and train Deepseek models

Llama

Deploy Llama 4 models

Misc

Docker Compose

Use Docker and Docker Compose inside runs

NCCL tests

Run multi-node NCCL tests with MPI

A3 Mega

Set up GCP A3 Mega clusters with optimized networking