katec846 eeb605abd6 feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380) ... * Feat: Offload ptable to cpu if enable_chunk_context Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Feat: offload ptable to cpu for chunk context mode Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Fix and add comment Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Update Readme for multimodal and add a new param mm_embedding_offloading Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * fix: Correct prompt table offloading condition in PromptTuningBuffers Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Clean up the code Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Add commits to explain copy from cpu <-> gpu using pinned memory Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Fix namings based on comments Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Fix format based on precommit Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> * Modify --mm_embedding_offloading flag Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> --------- Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com> Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>		2025-04-21 14:31:01 +08:00
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contrib	feat: adding multimodal (only image for now) support in trtllm-bench (#3490)	2025-04-18 07:06:16 +08:00
core	feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380)	2025-04-21 14:31:01 +08:00