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- Status: Open.#545 In inclusionAI/AReno;
Complete end-to-end memory-efficient AdamW4bit
area/accelIssues or PRs related to CUDA kernels and fused operatorsIssues or PRs related to CUDA kernels and fused operatorsarea/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)area/engineIssues or PRs related to the engine runtime (workers, TP, rollout, training)Issues or PRs related to the engine runtime (workers, TP, rollout, training)area/performanceIssues or PRs related to performance and optimizationIssues or PRs related to performance and optimizationkind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featurepriority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soonStatus: Open.#542 In inclusionAI/AReno;Add FP8 KV-cache storage for inference and agentic rollout
area/engineIssues or PRs related to the engine runtime (workers, TP, rollout, training)Issues or PRs related to the engine runtime (workers, TP, rollout, training)area/performanceIssues or PRs related to performance and optimizationIssues or PRs related to performance and optimizationarea/servingIssues or PRs related to the inference server and continuous batchingIssues or PRs related to the inference server and continuous batchingkind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featurepriority/backlogHigher priority than awaiting-more-evidenceHigher priority than awaiting-more-evidenceStatus: Open.#533 In inclusionAI/AReno;Track memory-saving quantization for AReno training and rollout
area/engineIssues or PRs related to the engine runtime (workers, TP, rollout, training)Issues or PRs related to the engine runtime (workers, TP, rollout, training)area/performanceIssues or PRs related to performance and optimizationIssues or PRs related to performance and optimizationkind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featurepriority/important-longtermImportant over the long term, but may not be staffed and/or may need multiple releases to completeImportant over the long term, but may not be staffed and/or may need multiple releases to completeStatus: Open.#531 In inclusionAI/AReno;- Status: Open.#514 In inclusionAI/AReno;
- Status: Open.#506 In inclusionAI/AReno;
- Status: Open.#503 In inclusionAI/AReno;
feat(gemma4): support 26B MoE multimodal training controls
area/checkpointIssues or PRs related to checkpoint save/load and model weight I/OIssues or PRs related to checkpoint save/load and model weight I/Oarea/modelsIssues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)Issues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)kind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featureStatus: Open.#495 In inclusionAI/AReno;feat(qwen3.5): add multimodal tower and projector training controls
area/checkpointIssues or PRs related to checkpoint save/load and model weight I/OIssues or PRs related to checkpoint save/load and model weight I/Oarea/modelsIssues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)Issues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)kind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featureStatus: Open.#494 In inclusionAI/AReno;- Status: Open.#487 In inclusionAI/AReno;
- Status: Open.#485 In inclusionAI/AReno;
- Status: Open.#483 In inclusionAI/AReno;