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feat(RL): add RL support for verl#1298

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shihaobai wants to merge 217 commits into
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rl_verl_rebase_main
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feat(RL): add RL support for verl#1298
shihaobai wants to merge 217 commits into
mainfrom
rl_verl_rebase_main

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@shihaobai shihaobai requested a review from kingder May 9, 2026 05:34
shihaobai and others added 29 commits May 9, 2026 06:57
# Conflicts:
#	lightllm/common/basemodel/cuda_graph.py
#	lightllm/server/api_start.py
#	lightllm/server/core/objs/start_args_type.py
#	lightllm/server/httpserver/manager.py
#	lightllm/server/router/model_infer/mode_backend/generic_post_process.py
# Conflicts:
#	lightllm/common/basemodel/layer_weights/meta_weights/fused_moe/fused_moe_weight.py
#	lightllm/common/basemodel/layer_weights/meta_weights/fused_moe/impl/base_impl.py
#	lightllm/common/basemodel/layer_weights/meta_weights/fused_moe/impl/triton_impl.py
#	lightllm/server/multimodal_params.py
- Add _assert_weight_ndim on the base mixin so 2D linear / 3D MoE merged
  weights are explicit, and 4D+ tensors fail fast instead of silently
  slicing.
- Fix a stale shape[1] assert in QuantizedColSliceMixin._slice_weight_scale
  that was inconsistent with the surrounding shape[-1] usage; only matters
  for 3D MoE quantized weights (2D was accidentally equivalent).
- Refresh the row/col convention comment to mention the MoE 3D layout.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…ak httpserver debug logs

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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4 participants