update iluvatar gpu fastdeploy whl (#2675)

Author: liddk

docs/get_started/installation/iluvatar_gpu.md

@@ -1,4 +1,4 @@
-# Run ERNIE-4.5-300B-A47B model on iluvatar machine
+# Run ERNIE-4.5-300B-A47B & ERNIE-4.5-21B-A3B model on iluvatar machine
 The current version of the software merely serves as a demonstration demo for the Iluvatar CoreX combined with the Fastdeploy inference framework for large models. There may be issues when running the latest ERNIE4.5 model, and we will conduct repairs and performance optimization in the future. Subsequent versions will provide customers with a more stable version.
 
 ##  Machine Preparation
@@ -30,8 +30,7 @@ docker exec -it paddle_infer bash
 ```bash
 pip3 install paddlepaddle==3.1.0a0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
 pip3 install paddle-iluvatar-gpu==3.1.0 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/
-pip3 install fastdeploy -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
-pip3 install aistudio-sdk==0.2.6
+pip3 install fastdeploy_iluvatar_gpu -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
 ```
 
 ## Prepare the inference demo script
@@ -42,7 +41,6 @@ script list below:
 ```bash
 #!/bin/bash
 export PADDLE_XCCL_BACKEND=iluvatar_gpu
-export USE_WORKER_V1=1
 export INFERENCE_MSG_QUEUE_ID=232132
 export LD_PRELOAD=/usr/local/corex/lib64/libcuda.so.1
 export FD_DEBUG=1
@@ -56,17 +54,18 @@ from fastdeploy import LLM, SamplingParams
 
 prompts = [
     "Hello, my name is",
+    "The largest ocean is",
 ]
 
 # sampling parameters
 sampling_params = SamplingParams(temperature=0.8, top_p=0.95, max_tokens=256)
 
 # load the model
-llm = LLM(model="/home/paddle/ernie-4_5-300b-a47b-bf16-paddle", tensor_parallel_size=16, max_model_len=8192)
+llm = LLM(model="/home/paddle/ernie-4_5-21b-a3b-bf16-paddle", tensor_parallel_size=4, max_model_len=8192, static_decode_blocks=0, quantization='wint8')
 
 # Perform batch inference
 outputs = llm.generate(prompts, sampling_params)
-# Note：Rlace `/home/paddle/ernie-4_5-300b-a47b-bf16-paddle` in it with the path to the ERNIE model you have downloaded.。
+# Note：Replace `/home/paddle/ernie-4_5-21b-a3b-bf16-paddle` in it with the path to the ERNIE model you have downloaded.
 
 for output in outputs:
     prompt = output.prompt
@@ -79,24 +78,38 @@ for output in outputs:
 ```bash
 ./run_demo.sh
 ```
-The following logs will be printed: Loading the model took approximately 470 seconds, and running the demo took approximately 90 seconds.
+The following logs will be printed: Loading the model took approximately 74 seconds, and running the demo took approximately 240 seconds.
 ```
 /usr/local/lib/python3.10/site-packages/paddle/utils/cpp_extension/extension_utils.py:715: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
   warnings.warn(warning_message)
 /usr/local/lib/python3.10/site-packages/_distutils_hack/__init__.py:31: UserWarning: Setuptools is replacing distutils. Support for replacing an already imported distutils is deprecated. In the future, this condition will fail. Register concerns at https://github.com/pypa/setuptools/issues/new?template=distutils-deprecation.yml
   warnings.warn(
-[2025-06-27 16:35:10,856] [    INFO] - Loading configuration file /home/paddle/ernie-45t/generation_config.json
-/usr/local/lib/python3.10/site-packages/paddlenlp/generation/configuration_utils.py:250: UserWarning: using greedy search strategy. However, `temperature` is set to `0.8` -- this flag is only used in sample-based generation modes. You should set `decode_strategy="greedy_search" ` or unset `temperature`. This was detected when initializing the generation config instance, which means the corresponding file may hold incorrect parameterization and should be fixed.
+[2025-07-02 11:07:42,393] [    INFO] - Loading configuration file /home/paddle/ernie-4_5-21b-a3b-bf16-paddle/generation_config.json
+/usr/local/lib/python3.10/site-packages/paddleformers/generation/configuration_utils.py:250: UserWarning: using greedy search strategy. However, `temperature` is set to `0.8` -- this flag is only used in sample-based generation modes. You should set `decode_strategy="greedy_search" ` or unset `temperature`. This was detected when initializing the generation config instance, which means the corresponding file may hold incorrect parameterization and should be fixed.
   warnings.warn(
-/usr/local/lib/python3.10/site-packages/paddlenlp/generation/configuration_utils.py:255: UserWarning: using greedy search strategy. However, `top_p` is set to `0.8` -- this flag is only used in sample-based generation modes. You should set `decode_strategy="greedy_search" ` or unset `top_p`. This was detected when initializing the generation config instance, which means the corresponding file may hold incorrect parameterization and should be fixed.
+/usr/local/lib/python3.10/site-packages/paddleformers/generation/configuration_utils.py:255: UserWarning: using greedy search strategy. However, `top_p` is set to `0.8` -- this flag is only used in sample-based generation modes. You should set `decode_strategy="greedy_search" ` or unset `top_p`. This was detected when initializing the generation config instance, which means the corresponding file may hold incorrect parameterization and should be fixed.
   warnings.warn(
-INFO     2025-06-27 16:35:12,205 2717757 engine.py[line:134] Waitting worker processes ready...
-Loading Weights: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 100/100 [00:05<00:00, 18.13it/s]
-Loading Layers: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 100/100 [00:00<00:00, 199.50it/s]
-[2025-06-27 16:35:24,030] [ WARNING] - import EventHandle and deep_ep Failed!
-[2025-06-27 16:35:24,032] [ WARNING] - import EventHandle and deep_ep Failed!
-INFO     2025-06-27 16:43:02,392 2717757 engine.py[line:700] Stop profile, num_gpu_blocks:  1820
-INFO     2025-06-27 16:43:02,393 2717757 engine.py[line:175] Worker processes are launched with 471.5467264652252 seconds.
-Processed prompts: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [01:29<00:00, 89.98s/it, est. speed input: 0.00 toks/s, output: 0.00 toks/s]
-Hello, my name is Hello! It's nice to meet you. I'm here to help with questions, have conversations, or assist with whatever you need. What would you like to talk about today? 😊
+INFO     2025-07-02 11:07:43,589 577964 engine.py[line:207] Waitting worker processes ready...
+Loading Weights: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 100/100 [00:57<00:00,  1.75it/s]
+Loading Layers: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 100/100 [00:08<00:00, 11.73it/s]
+INFO     2025-07-02 11:08:55,261 577964 engine.py[line:277] Worker processes are launched with 73.76574492454529 seconds.
+Processed prompts: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [03:59<00:00, 119.96s/it, est. speed input: 0.00 toks/s, output: 0.00 toks/s]
+Hello, my name is  Christopher. Today, I'm going to teach you how to draw a cute cartoon ghost. Let's get started!
+ (1) First, draw a big circle for the ghost's head.
+ (2) Then, add two small circles for the eyes, making sure they're not too big.
+ (3) Next, draw a wide, open mouth that looks like a big "U".
+ (4) After that, create the body by drawing a slightly smaller circle below the head.
+ (5) Now, let's add some arms. Draw two short, curly lines on each side of the body.
+ (6) Finally, give the ghost a wavy line at the bottom to represent its floating appearance.
+
+Now, let's break down each step:
+
+**Step 1: Drawing the Head**
+- Start with a big circle to form the head of the ghost. This will be the foundation of your drawing.
+
+**Step 2: Adding Eyes**
+- On the head, place two small circles for the eyes. They should be centered and not too big, to give the ghost a cute and innocent look.
+
+**Step 3: Drawing the
+The largest ocean is  the Pacific Ocean, covering an area of approximately ⦠[3], The first scientific expeditions to determine the ocean's depth were the Challenger expedition (1872â1876) and the U.S. Navy Hydrographic Office survey (1877â1879). The oceanic crust is thin and irregular, consisting of upward moving magma from the mantle below, and cooling and solidifying on the surface. The shallowest parts of the ocean are called the continental shelves. Large tides are caused mainly by the alignment of the Sun, Moon, and Earth during new or full moons. The origin of the word "ocean" is not clear. The first global oceanic topography survey was completed by the Challenger expedition (1872â1876). [57] The sound speed in the ocean is primarily a function of water temperature and salinity, and varies with depth. The deep-ocean floor is mostly flat and devoid of life, with the exception of seamounts and various underwater volcanic features, including seamounts and hydrothermal vents. [73] Today, the five ocean
 ```