XFLOPS Blog

Latest news, updates, and insights from the XFLOPS team and community.

Flame Release

Flame v0.6: A Distributed Engine for Elastic Workloads

By Klaus Ma

Flame v0.6 adds Runner, object cache, and install tooling for elastic jobs such as agents, RL, and crawlers. Batch jobs stay with Volcano; workflow jobs are not covered yet.

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flame v0.6 elastic volcano session runner object-cache
Flame Rust AI

Deploy a Candle Application with Flame

By Klaus Ma

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.

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flame flame-rs flmctl candle rust deployment llm text-generation
Runner Flame RL

TorchRL DQN with Flame Runner and Sharded Replay

By Klaus Ma

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.

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flame flamepy runner torchrl dqn replay-buffer reinforcement-learning distributed-training
Runner Flame RL

Distributed Replay Buffer with Flame Runner

By Klaus Ma

A technical blog on Flame's replay-buffer example, covering patch_object delta updates, parallel sampling, and the handler-plus-data programming model.

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flame flamepy runner replay-buffer reinforcement-learning patch-object distributed-training