AReaL/docs/en/reference · are/AReaL

GGitHubdocs: allow ray scheduler in agent workflow compatibility notes (#1567)

文件	最后提交记录	最后更新时间
agent_workflow.md	docs: allow ray scheduler in agent workflow compatibility notes (#1567)	1 个月前
ai_assisted_dev.md	chore: migrate repo references from InclusionAI to areal-project (#1325) Update all internal URLs and org references after migrating the repository from InclusionAI/AReaL to areal-project/AReaL. Key changes: - Update GitHub repo URLs (github.com/inclusionAI/AReaL -> areal-project/AReaL) - Update GitHub Pages docs URLs (inclusionai.github.io -> areal-project.github.io) - Update GHCR Docker image refs (ghcr.io/inclusionai/ -> areal-project/) - Update CI workflow usernames and GitHub API org references - Update DeepWiki and gitcgr badge URLs - Update issue references in code comments HuggingFace model/dataset URLs intentionally left unchanged. Vendored directories (sglang-src, Megatron-LM, Megatron-Bridge) skipped.	3 个月前
alloc_mode.md	feat: support pp for Sglang (#1162) * Introduces pipeline parallelism (PP) support for the SGLang inference backend, enabling AReaL to train with `pp_size > 1` on the inference side across all three training engines (Megatron, FSDP, Archon). Create a separate NCCL weight update group per PP stage (per-PP-rank group). Each group contains only the TP workers at the corresponding PP rank plus one training rank, allowing the rendezvous to complete within a single PP stage without cross -stage blocking.	3 个月前
bridge_backend.md	feat: megatron bridge adaptation (#1056) * feat: megatron-bridge-adaptation and dependency conficts resolution - tested TP,PP>1 megatron-bridge integration with mbridge backward compatibility - darwin with x86_64 needs special handling as torch >2.9.1 stops support - some packages conflicts due to megatron-bridge are overridden to previous versions * chore: added docs for the megatron-bridge feature * fix: handing case where load/ save in megatron-bridge does not support critic --------- Co-authored-by: Wei Fu <36355462+garrett4wade@users.noreply.github.com>	5 个月前
checkpointing.md	chore: migrate repo references from InclusionAI to areal-project (#1325) Update all internal URLs and org references after migrating the repository from InclusionAI/AReaL to areal-project/AReaL. Key changes: - Update GitHub repo URLs (github.com/inclusionAI/AReaL -> areal-project/AReaL) - Update GitHub Pages docs URLs (inclusionai.github.io -> areal-project.github.io) - Update GHCR Docker image refs (ghcr.io/inclusionai/ -> areal-project/) - Update CI workflow usernames and GitHub API org references - Update DeepWiki and gitcgr badge URLs - Update issue references in code comments HuggingFace model/dataset URLs intentionally left unchanged. Vendored directories (sglang-src, Megatron-LM, Megatron-Bridge) skipped.	3 个月前
lora.md	chore: migrate repo references from InclusionAI to areal-project (#1325) Update all internal URLs and org references after migrating the repository from InclusionAI/AReaL to areal-project/AReaL. Key changes: - Update GitHub repo URLs (github.com/inclusionAI/AReaL -> areal-project/AReaL) - Update GitHub Pages docs URLs (inclusionai.github.io -> areal-project.github.io) - Update GHCR Docker image refs (ghcr.io/inclusionai/ -> areal-project/) - Update CI workflow usernames and GitHub API org references - Update DeepWiki and gitcgr badge URLs - Update issue references in code comments HuggingFace model/dataset URLs intentionally left unchanged. Vendored directories (sglang-src, Megatron-LM, Megatron-Bridge) skipped.	3 个月前
metrics_tracking.md	chore: migrate repo references from InclusionAI to areal-project (#1325) Update all internal URLs and org references after migrating the repository from InclusionAI/AReaL to areal-project/AReaL. Key changes: - Update GitHub repo URLs (github.com/inclusionAI/AReaL -> areal-project/AReaL) - Update GitHub Pages docs URLs (inclusionai.github.io -> areal-project.github.io) - Update GHCR Docker image refs (ghcr.io/inclusionai/ -> areal-project/) - Update CI workflow usernames and GitHub API org references - Update DeepWiki and gitcgr badge URLs - Update issue references in code comments HuggingFace model/dataset URLs intentionally left unchanged. Vendored directories (sglang-src, Megatron-LM, Megatron-Bridge) skipped.	3 个月前
rollout_workflow.md	fix: per-sample version tracking with loss_mask filter and multi-turn… (#1408) ## Summary - head_version/tail_version now per-sample, filtered by loss_mask==1 - fixes head_version always being -1 due to input token version placeholders - adds version_rle field (run-length encoded per-token version sequence) - adds _split_trajectory_for_dump helper for correct multi-turn prompt_end - adds segments field for multi-turn agent trajectory analysis ## Context The previous `_dump_trajectory` had three issues: 1. `head_version = min(versions)` always returned -1 because input tokens use -1 as placeholder 2. `prompt_end = seqlen - sum(mask)` is incorrect for multi-turn agent rollouts where loss_mask is interleaved 3. No per-token version granularity was persisted for cross-version analysis --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>	2 个月前
tree_training.md	feat: megatron bridge adaptation (#1056) * feat: megatron-bridge-adaptation and dependency conficts resolution - tested TP,PP>1 megatron-bridge integration with mbridge backward compatibility - darwin with x86_64 needs special handling as torch >2.9.1 stops support - some packages conflicts due to megatron-bridge are overridden to previous versions * chore: added docs for the megatron-bridge feature * fix: handing case where load/ save in megatron-bridge does not support critic --------- Co-authored-by: Wei Fu <36355462+garrett4wade@users.noreply.github.com>	5 个月前