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* fix: Fix/fused moe 0.19 (#3799) * fix bug of stream init Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com> * fix bug Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com> --------- Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com> * fix: Add pre-download of checkpoint before benchmark. (#3772) * Add pre-download of checkpoint before benchmark. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * Add missing remote code flag. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * Move from_pretrained to throughput benchmark. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * Move download and use snapshot_download. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * Removed trusted flag. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * Fix benchmark command in iteration log test. Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> --------- Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> * [https://nvbugspro.nvidia.com/bug/5241495][fix] CUDA Graph padding with overlap scheduler (#3839) * fix Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * fuse Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * fix Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * fix Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> --------- Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * TRTLLM-4875 feat: Add version switcher to doc (#3871) Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> * waive a test (#3897) Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com> * docs:fix https://nvbugs/5244616 by removing new invalid links. (#3939) Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com> Co-authored-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com> * fix: remote mpi session abort (#3884) * fix remote mpi session Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com> * fix Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com> --------- Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com> * skip fp8 gemm for pre-hopper (#3931) Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com> * [https://nvbugspro.nvidia.com/bug/5247148][fix] Attention DP with overlap scheduler (#3975) * fix Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * update multigpu list Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * fix namings Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> --------- Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> * Doc: Fix H200 DeepSeek R1 perf doc (#4006) * fix doc Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com> * update perf number Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com> --------- Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com> * Fix the perf regression caused by insufficient cache warmup. (#4042) Force tuning up to 8192 sequence length for NVFP4 linear op. Also, make this runtime-selectable with UB enabled. Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com> * doc: Update 0.19.0 release notes (#3976) Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> * Optimize the AutoTuner cache access code to reduce host code overhead. (#4060) The NVFP4 Linear op is very sensitive to the host overhead. This PR introduces customizable `find_nearest_profile` and `get_cache_key_specifc`, which allow users to override the default method for generating the cache key. Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com> * Update switcher (#4098) Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> * doc: update release notes (#4108) Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> * docs:update 0.19 doc. (#4120) Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> * docs:add torch flow supported model list. (#4129) Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> * doc: Release V0.19 Perf Overview Update (#4166) Signed-off-by: zpatel <22306219+zbpatel@users.noreply.github.com> * Fix readme of autodeploy. Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com> * Update tensorrt_llm/_torch/pyexecutor/llm_request.py Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com> * Revert mgmn worker node. Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com> * Change to disable_overlap_scheduler. Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com> --------- Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com> Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com> Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com> Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com> Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com> Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com> Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com> Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> Signed-off-by: zpatel <22306219+zbpatel@users.noreply.github.com> Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com> Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com> Co-authored-by: bhsueh_NV <11360707+byshiue@users.noreply.github.com> Co-authored-by: Frank <3429989+FrankD412@users.noreply.github.com> Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com> Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> Co-authored-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com> Co-authored-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> Co-authored-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com> Co-authored-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com> Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com> Co-authored-by: Yukun He <23156053+hyukn@users.noreply.github.com> Co-authored-by: Zac Patel <22306219+zbpatel@users.noreply.github.com> |
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|---|---|---|
| .. | ||
| llm_auto_parallel.py | ||
| llm_eagle_decoding.py | ||
| llm_guided_decoding.py | ||
| llm_inference_async_streaming.py | ||
| llm_inference_async.py | ||
| llm_inference_customize.py | ||
| llm_inference_distributed.py | ||
| llm_inference_kv_events.py | ||
| llm_inference.py | ||
| llm_logits_processor.py | ||
| llm_lookahead_decoding.py | ||
| llm_medusa_decoding.py | ||
| llm_mgmn_llm_distributed.sh | ||
| llm_mgmn_trtllm_bench.sh | ||
| llm_mgmn_trtllm_serve.sh | ||
| llm_multilora.py | ||
| llm_quantization.py | ||
| quickstart_example.py | ||
| README.md | ||
LLM API Examples
Please refer to the official documentation, examples and customization for detailed information and usage guidelines regarding the LLM API.