diff --git a/tensorrt_llm/_torch/modules/attention.py b/tensorrt_llm/_torch/modules/attention.py index abf703c11ceb..4d8fc12a991f 100644 --- a/tensorrt_llm/_torch/modules/attention.py +++ b/tensorrt_llm/_torch/modules/attention.py @@ -338,19 +338,13 @@ def _attn_impl( output_sf: Optional[torch.Tensor] = None, attention_sinks: Optional[torch.Tensor] = None, ): - - padded_num_tokens = attn_metadata.padded_num_tokens num_tokens = attn_metadata.num_tokens - if padded_num_tokens is not None: - assert q.shape[0] == padded_num_tokens - q = q[:num_tokens, :] - if k is not None: - assert k.shape[0] == padded_num_tokens - k = k[:num_tokens, :] - if v is not None: - assert v.shape[0] == padded_num_tokens - v = v[:num_tokens, :] + q = q[:num_tokens, :] + if k is not None: + k = k[:num_tokens, :] + if v is not None: + v = v[:num_tokens, :] out_scale = None out_scale_sf = None @@ -954,12 +948,10 @@ def forward_impl(self, position_ids: Optional[torch.Tensor], num_generations = attn_metadata.num_generations num_ctx_tokens = attn_metadata.num_ctx_tokens num_tokens = attn_metadata.num_tokens - padded_num_tokens = attn_metadata.padded_num_tokens - if padded_num_tokens is not None: - hidden_states = hidden_states[:num_tokens, ...] - if position_ids is not None: - position_ids = position_ids[:num_tokens, ...] + hidden_states = hidden_states[:num_tokens, ...] + if position_ids is not None: + position_ids = position_ids[..., :num_tokens] if self.is_lite: compressed_kv, k_pe = self.kv_a_proj_with_mqa(hidden_states).split( diff --git a/tests/integration/test_lists/waives.txt b/tests/integration/test_lists/waives.txt index dad42b807385..1ea5c7de0050 100644 --- a/tests/integration/test_lists/waives.txt +++ b/tests/integration/test_lists/waives.txt @@ -336,7 +336,6 @@ test_e2e.py::test_ptp_quickstart_advanced_8gpus_chunked_prefill_sq_22k[Llama-4-M test_e2e.py::test_ptp_quickstart_advanced_8gpus_chunked_prefill_sq_22k[Llama-4-Scout-17B-16E-Instruct-FP8-llama4-models/Llama-4-Scout-17B-16E-Instruct-FP8-True] SKIP (https://nvbugs/5481094) test_e2e.py::test_ptp_quickstart_multimodal_2gpu[Phi-4-multimodal-instruct-multimodals/Phi-4-multimodal-instruct] SKIP (https://nvbugs/5480415) accuracy/test_llm_api_pytorch.py::TestLlama4MaverickInstruct::test_fp8_eagle3[tp8-torch_compile=False] SKIP (https://nvbugs/5483534) -accuracy/test_llm_api_pytorch.py::TestLlama4MaverickInstruct::test_fp8_eagle3[tp8-torch_compile=True] SKIP (https://nvbugs/5483615) accuracy/test_disaggregated_serving.py::TestQwen3_8B::test_nixl_backend SKIP (https://nvbugs/5448748) accuracy/test_disaggregated_serving.py::TestDeepSeekV3Lite::test_nixl_backend SKIP (https://nvbugs/5448748) accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-CUTLASS] SKIP (https://nvbugs/5483913)