AMD-AGI

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67 repositories

diffusion-models-inference
Public
Diffusion model inference benchmarking, profiling and optimizing
docker benchmarking inference
docker benchmarking inference diffusion-models siloai
Python
•
MIT License
•0•0•0•7•Updated Aug 21, 2026Aug 21, 2026
TraceLens
Public
Automating analysis from trace files
performance analysis profiling
performance analysis profiling
Python
•
MIT License
•19•90•82•35•Updated Aug 21, 2026Aug 21, 2026
GEAK
Public
Generating Efficient AI-Centric Kernels
python gpu triton
python gpu triton hip brain llm kernel-optimization
Python
•
Apache License 2.0
•42•158•5•9•Updated Aug 21, 2026Aug 21, 2026
Hyperloom
Public
An agentic system that auto-optimizes LLM workloads on AMD GPUs.
python agent skills
python agent skills llm
Python
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Other
•27•148•6•9•Updated Aug 21, 2026Aug 21, 2026
Primus-Turbo
Public
A high-performance acceleration library dedicated to large-scale model training on AMD GPUs
training distributed-training amd-gpu
training distributed-training amd-gpu training-at-scale
Python
•
Other
•28•68•7•15•Updated Aug 21, 2026Aug 21, 2026
Primus-SaFE
Public
Primus-SaFE(Stability and Fault Endurance)
training distributed-training training-stability
training distributed-training training-stability training-at-scale training-observability
Go
•
Other
•4•58•5•1•Updated Aug 21, 2026Aug 21, 2026
Primus
Public
A flexible and high-performance training framework designed for large-scale foundation model training on AMD GPUs
training distributed-training amd-gpu
training distributed-training amd-gpu training-at-scale
Python
•
Other
•49•119•4•25•Updated Aug 21, 2026Aug 21, 2026
Infera
Public
More token goodput from frontier models. A distributed, SLA-aware serving mesh — disaggregated prefill/decode, KV-aware routing, and cache offload, tuned to you…
rocm llm-inference
rocm llm-inference
Python
•
MIT License
•3•17•16•5•Updated Aug 21, 2026Aug 21, 2026
Instella-MoE
Public
Instella MoE is a fully open state-of-the-art Mixture-of-Experts language model, trained end-to-end on AMD Instinct™ GPUs.
amd rocm mixture-of-experts
amd rocm mixture-of-experts llm instella
Python
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Other
•10•76•0•0•Updated Aug 21, 2026Aug 21, 2026
Magpie
Public
A lightweight, general-purpose framework for evaluating GPU kernel and benchmark.
rocm inference-benchmark kernel-optimization
rocm inference-benchmark kernel-optimization kernel-evaluater
Python
•
MIT License
•9•80•3•3•Updated Aug 21, 2026Aug 21, 2026
Apex
Public
Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Benchmarks LLM serving workloads end-to-end, profiles bottleneck kernels, o…
llamas gpu-kernels optimization-pipeline
llamas gpu-kernels optimization-pipeline
Python
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MIT License
•11•76•1•1•Updated Aug 20, 2026Aug 20, 2026
ALTO
Public
ALTO: Advanced Low-precision Training and Optimization
pruning quantization sparsification
pruning quantization sparsification low-precision-training
Python
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Other
•1•0•0•6•Updated Aug 20, 2026Aug 20, 2026
AgentKernelArena
Public
AgentKernelArena provides an end-to-end siloed-benchmarking environment where different LLM-powered agents—such as Cursor Agent, Claude Code, Codex, SWE-agent, …
llamas gpu-kernels agent-evaluation
llamas gpu-kernels agent-evaluation
Python
•
Apache License 2.0
•12•112•7•7•Updated Aug 20, 2026Aug 20, 2026
pr_pundit
Public
An agent for OSS contributions
agent oss coding-agent
agent oss coding-agent
Python
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Apache License 2.0
•0•0•0•0•Updated Aug 17, 2026Aug 17, 2026
vllm-2026
Public
A high-throughput and memory-efficient inference and serving engine for LLMs
Python
•
Apache License 2.0
•21k•0•0•0•Updated Aug 16, 2026Aug 16, 2026
mlperf-common
Public
mlperf-common
logging primus mlperf
logging primus mlperf
Python
•
Apache License 2.0
•1•0•0•0•Updated Aug 12, 2026Aug 12, 2026
FarSkip-Collective
Public
Training and inference implementation of FarSkip-Collective models enabling communication-computation overlap
deep-learning pytorch mixture-of-experts
deep-learning pytorch mixture-of-experts
Python
•
Other
•0•4•0•0•Updated Jul 23, 2026Jul 23, 2026
maxtext-slurm
Public
Toolkit for launching and observing MaxText training on Slurm-managed GPU clusters
training slurm jax
training slurm jax llm llm-training brain-tio brain-genai brain-framework maxtext
Shell
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MIT License
•2•29•0•0•Updated Jul 19, 2026Jul 19, 2026
HummingbirdXT
Public
This repository presents an efficient acceleration pipeline for Diffusion Transformer (DiT) based video generation models, optimized for AMD client-grade GPUs, …
python pytorch diffusion
python pytorch diffusion dit video-generation long-video-generation
Python
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Apache License 2.0
•0•17•0•0•Updated Jul 13, 2026Jul 13, 2026
torchtitan-amd
Public
A PyTorch native platform for training generative AI models
training generative-ai pytorch-rocm-amd
training generative-ai pytorch-rocm-amd
Python
•
BSD 3-Clause "New" or "Revised" License
•958•17•0•1•Updated Jun 30, 2026Jun 30, 2026
gpt-fast
Public
The GPT-Fast for Multimodal Models on AMD GPUs
amd inference llama
amd inference llama rocm multimodal llava multimodal-large-language-models qwen gptfast
Python
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BSD 3-Clause "New" or "Revised" License
•0•7•0•0•Updated Jun 30, 2026Jun 30, 2026
Instella-Math
Public
Training code for Instella-Math model
training reasoning rocm
training reasoning rocm llm
Python
•
Other
•1•9•0•0•Updated Jun 24, 2026Jun 24, 2026
AMD-LLM
Public
Training code and resources for AMD-135M language models on AMD GPUs.
rocm large-language-models amd-agi
rocm large-language-models amd-agi
Python
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Other
•14•194•0•0•Updated Jun 23, 2026Jun 23, 2026
m3d_rocm
Public
This project is an optimized version of Matrix3D. It has better compatibility with ROCm ecosystem.
generation 3d-reconstruction world-model
generation 3d-reconstruction world-model
Python
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MIT License
•0•3•0•0•Updated Jun 19, 2026Jun 19, 2026
prime_amd
Public
Prime repository with functionality enabled on AMD
training inference pytorch
training inference pytorch brain-perfopt
Python
•
Apache License 2.0
•0•0•1•0•Updated Jun 16, 2026Jun 16, 2026
PARD
Public
PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation (ICLR 26)
inference llm speculative-decoding
inference llm speculative-decoding
Python
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MIT License
•4•34•4•0•Updated Jun 10, 2026Jun 10, 2026
ReasonLite
Public
Efficient Reasoning Model
dataset llm reasoning-models
dataset llm reasoning-models
Python
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Other
•1•10•2•0•Updated Jun 10, 2026Jun 10, 2026
ssd
Public
A lightweight inference engine supporting speculative speculative decoding (SSD).
inference-optimization speculative-decoding speculative-speculative-decoding
inference-optimization speculative-decoding speculative-speculative-decoding
Python
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MIT License
•79•0•0•0•Updated Jun 9, 2026Jun 9, 2026
DynamicChunkingDiT
Public
Official code for DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking
image-generation ai-research diffusion-models
image-generation ai-research diffusion-models efficient-ai adaptive-compute
Python
•
Apache License 2.0
•0•2•0•0•Updated Jun 8, 2026Jun 8, 2026
awesome-rocm-autodrive
Public
Examples of training autodrive models in ROCm
training docker models
training docker models autonomous-driving
Python
•
Other
•1•5•0•0•Updated Jun 8, 2026Jun 8, 2026

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