[AutoDeploy] Llama-4 support + AutoModelForImageTextToText - #32
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Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
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Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
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…33) * Add Phi3.5-mini patch and revert gemm_fusion change (rebased) (#28) * add phi3.5 patch Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * revert gemm fusion change Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * update README Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * [AutoDeploy] correct random init (#30) Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * [AutoDeploy] more robust handling of attention interface and input nodes (#31) * [AutoDeploy] more robust handling of attention interface and input nodes Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * updated description for AttentionInterface Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * Several Bug Fix: bias missing for linear/lift canonicalize_graph to meta device/enhance attention op args extraction (#27) * add bias patch for torch.ops.linear.simple Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * lift canonicalize_graph with shape prop to meta device Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * fix attention custom op default args/kwargs extract Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * add rope use case of the util file Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * Fix for attention argument dropout_p='None' (#29) * updated attention args logic tp handle case in which default values for dropout_p is not captured by the graph Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * Formatting fix Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * Updated args assignment logic in match_causal_attn_mask Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> --------- Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * [AutoDeploy] Llama-4 support + AutoModelForImageTextToText (#32) * [AutoDeploy] Llama-4 support Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * WAR: Rope Matcher Issue Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> Co-authored-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com> Co-authored-by: sugunav14 <178320438+sugunav14@users.noreply.github.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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…33) * Add Phi3.5-mini patch and revert gemm_fusion change (rebased) (#28) * add phi3.5 patch Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * revert gemm fusion change Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * update README Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * [AutoDeploy] correct random init (#30) Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * [AutoDeploy] more robust handling of attention interface and input nodes (#31) * [AutoDeploy] more robust handling of attention interface and input nodes Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * updated description for AttentionInterface Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * Several Bug Fix: bias missing for linear/lift canonicalize_graph to meta device/enhance attention op args extraction (#27) * add bias patch for torch.ops.linear.simple Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * lift canonicalize_graph with shape prop to meta device Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * fix attention custom op default args/kwargs extract Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * add rope use case of the util file Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> * Fix for attention argument dropout_p='None' (#29) * updated attention args logic tp handle case in which default values for dropout_p is not captured by the graph Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * Formatting fix Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * Updated args assignment logic in match_causal_attn_mask Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> --------- Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> * [AutoDeploy] Llama-4 support + AutoModelForImageTextToText (#32) * [AutoDeploy] Llama-4 support Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * WAR: Rope Matcher Issue Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> --------- Signed-off-by: Ubuntu <201670829+Fridah-nv@users.noreply.github.com> Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com> Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com> Co-authored-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com> Co-authored-by: sugunav14 <178320438+sugunav14@users.noreply.github.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
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see NVIDIA#4163