Below is an example of how to serve a TensorRT-LLM model with the Triton TensorRT-LLM Backend on a 4-GPU environment. The example uses the GPT model from theTensorRT-LLM repositorywith theNGC Triton TensorRT-LLM container. Make sure you are cloning the same version of TensorRT-LLM backend ...
build engine过程比较简单,参照TensorRT-LLM仓库的examples/llama/README即可 单机单卡构建: cd TensorRT-LLM/examples/llama python3 build.py --model_dir=/temp_data/LLM_test/llama/skyline2006/llama-7b --use_weight_only--remove_input_padding --world_size=1--dtype=float16 --use_gpt_attention_plugi...
tests ci dockerfile docs inflight_batcher_llm scripts tensorrt_llm tools .clang-format .gitignore .gitmodules .pre-commit-config.yaml LICENSE README.md requirements.txtBreadcrumbs tensorrtllm_backend /all_models / inflight_batcher_llm/ Directory actions More optionsLatest...
深度学习tensorrtllm_backend是用来干嘛的 attention deep learning,一、文章信息《TA-STAN:ADeepSpatial-TemporalAttentionLearningFrameworkforRegionalTrafficAccidentRiskPrediction》西南交通大学2019年发表在“InternationalJointConferenceonNeuralNetworks”上的一
tensorrtllm_backend TensorRT-LLM(Low Level Model)是NVIDIA推出的一个深度学习模型后端,用于加速深度学习模型的训练和推理。它通过将模型的计算图转换为LLVM中间表示,然后使用TensorRT引擎进行优化和加速,从而实现对深度学习模型的高效处理。 TensorRT-LLM具有以下特点:...
tensorrtllm_backend / docs / model_config.md model_config.md23.18 KB 一键复制编辑原始数据按行查看历史 Kaiyu Xie提交于5个月前.Update TensorRT-LLM backend (#663) Model Configuration Model Parameters The following tables show the parameters in theconfig.pbtxtof the models inall_models/inflight_batc...
model_name = "tensorrt_llm" inputs = [ utils.prepare_tensor("input_ids", output0, FLAGS.protocol), utils.prepare_tensor("decoder_input_ids", decoder_input_id, FLAGS.protocol), utils.prepare_tensor("input_lengths", output1, FLAGS.protocol), ...
docker run --rm -ti -v `pwd`:/mnt -w /mnt -v ~/.cache/huggingface:~/.cache/huggingface --gpus all nvcr.io/nvidia/tritonserver:\<yy.mm\>-trtllm-python-py3 bash ``` 2-2. If you are using `tensorrtllm_backend` container: ```bash docker run --rm -ti -v `pwd`:/mn...
python3 tools/fill_template.py -i enc_dec_ifb/tensorrt_llm/config.pbtxt triton_backend:tensorrtllm,triton_max_batch_size:64,decoupled_mode:False,max_beam_width:1,engine_dir:${ENGINE_PATH}/decoder,encoder_engine_dir:${ENGINE_PATH}/encoder,max_tokens_in_paged_kv_cache:4096,max_atten...
lzc/tensorrtllm_backend 代码 Issues 0 Pull Requests 0 Wiki 统计 流水线 服务 PHPDoc 文档 支持PHP 仓库在线生成文档 未生成文档 支付提示 将跳转至支付宝完成支付 确定 取消 捐赠 捐赠前请先登录 取消 前往登录 登录提示 该操作需登录 Gitee 帐号,请先登录后再操作。 立即登录 没有帐号,去...