python3 build.py --use_smooth_quant --per_token --per_channel --use_inflight_batching --paged_kv_cache --remove_input_padding --hf_model_dir /workspace/models/models-hf/Qwen-7B-Chat/ --output_dir qwen-7b-smooth-int8 复制模型文件、修改参数 将cpp下构建的so文件复制到/opt/tritionserver...
TensorRT-LLM/examples/qwen at main · NVIDIA/TensorRT-LLMgithub.com/NVIDIA/TensorRT-LLM/tree/main/examples/qwen#build-tensorrt-engines 在TensorRT-LLM 的官方例子中推荐量化方式中包括: WO: Weight Only Quantization (int8 / int4) AWQ: Activation Aware Weight Quantization (int4) GPTQ: Generative...
修改llm对应的conf/inference*.yml中inferer_args相关参数。注意修改tokenizer_path 和gpt_model_path为新路径,更多核心参数见如下: models: - name: trtllm_model ... inferer_args: # llm style used to build prompt(chat or function call) and parse generated response for openai interface. # Current ...
trtllm-build --checkpoint_dir /tmp/Qwen2.5-Coder-7B-Instruct/tllm_checkpoint/ \ --output_dir /tmp/Qwen2.5-Coder-7B-Instruct/trt_engines/ \ --gemm_plugin bfloat16 --max_batch_size 16 --paged_kv_cacheenable\ --max_input_len 32256 --max_seq_len 32768 --max_num_tokens 32256 ...
rm -rf /tmp/Qwen2-VL-2B-Instruct/trt_engines trtllm-build --checkpoint_dir /tmp/Qwen2-VL-2B-Instruct//tllm_checkpoint/ \ --output_dir /tmp/Qwen2-VL-2B-Instruct/trt_engines \ --gemm_plugin=bfloat16 \ --gpt_attention_plugin=bfloat16 \ --max_batch_size=4 \ --max_input_len=...
12.0_py3.10 AS build FROM registry.cn-hangzhou.aliyuncs.com/opengrps/grps_gpu:grps1.1.0_cuda12.5_cudnn9.2_trtllm0.16.0_py3.12_beta AS build ENV LD_LIBRARY_PATH /usr/local/cuda/compat/lib.real:$LD_LIBRARY_PATH # grps archive. @@ -18,7 +18,7 @@ RUN cd /my_grps && \ grpst ...
修改llm对应的conf/inference*.yml中inferer_args相关参数。注意修改tokenizer_path 和gpt_model_path为新路径,更多核心参数见如下: models: - name: trtllm_model ... inferer_args: # llm style used to build prompt(chat or function call) and parse generated response for openai interface. # Current ...
修改llm对应的conf/inference*.yml中inferer_args相关参数。注意修改tokenizer_path 和gpt_model_path为新路径,更多核心参数见如下: models: - name: trtllm_model ... inferer_args: # llm style used to build prompt(chat or function call) and parse generated response for openai interface. # Current ...