Klaus Ma

133 posts

Klaus Ma

@k82cn

Founder of @volcano_sh, Flame and CNCF BSI WG; Emeritus Lead of Kubernetes Sig-Scheduling, CNCF TAG-Runtime. Views are my own and do not represent my employer.

Beijing

Joined November 2015

Klaus Ma
@k82cn
May 18
Just have a try to deploy @HuggingFace Candle in Flame for distribution. Currently, several demos of Candle, OpenAI Agent and PyTorch for distribution!😀 - Candle: xflops.io/blog/deploy-ca… - OpenAI Agent SDK: xflops.io/blog/building-… - PyTorch RL (DQN): xflops.io/blog/torchrl-d…
xflops.io
Deploy a Candle Application with Flame
A walkthrough of the Candle Based Rust example in Flame, showing that the main code change is wrapping local inference in a Flame service macro, while flmctl deploy handles packaging and registration.
Klaus Ma
@k82cn
May 14
Build an example to improve DQN & ReplayBuffer with Flame; if any suggestions on more complex example/workload, please let me know!
xflops.io
TorchRL DQN with Flame Runner and Sharded Replay
A technical blog on the TorchRL DQN example in Flame, covering distributed collectors, Flame-backed TorchRL replay storage, sharded sampling, and an Apple M4 Podman test run.
Klaus Ma
@k82cn
May 13
xflops.io
Distributed Replay Buffer with Flame Runner
A technical blog on Flame’s replay-buffer example, covering patch_object delta updates, parallel sampling, and the handler-plus-data programming model.
Klaus Ma
@k82cn
May 8
Built a interesting RL example with Flame xflops.io/blog/distribut… :)
xflops.io
Distributed REINFORCE with Flame Runner
This report describes the reinforcement-learning example merged in PR #424, summarizes its design against current upstream sources, and presents single-run throughput and reward metrics for Ant-v5...
Klaus Ma
@k82cn
Nov 9, 2025
I just published Flame (3): Building a Web Crawler with Flame medium.com/p/flame-3-buil…