From 2a4ccb64d81e66277369e2825bbe4c8e84d19df9 Mon Sep 17 00:00:00 2001 From: ai_study Date: Sat, 18 Jan 2025 11:55:20 +0800 Subject: [PATCH 1/4] =?UTF-8?q?=E5=AE=8C=E6=88=90phi-4=20=E7=9A=84=20FastA?= =?UTF-8?q?pi=20=E6=90=AD=E5=BB=BA?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...50\347\275\262\350\260\203\347\224\250.md" | 183 ++++++++++++++++++ ...-Phi-4 WebDemo\351\203\250\347\275\262.md" | 0 models/phi4/images/image01-1.png | Bin 0 -> 20859 bytes models/phi4/images/image01-2.png | Bin 0 -> 24705 bytes models/phi4/images/image01-3.png | Bin 0 -> 26474 bytes models/phi4/images/image01-4.png | Bin 0 -> 104004 bytes 6 files changed, 183 insertions(+) create mode 100644 "models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" create mode 100644 "models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" create mode 100644 models/phi4/images/image01-1.png create mode 100644 models/phi4/images/image01-2.png create mode 100644 models/phi4/images/image01-3.png create mode 100644 models/phi4/images/image01-4.png diff --git "a/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" new file mode 100644 index 00000000..436bde83 --- /dev/null +++ "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" @@ -0,0 +1,183 @@ +# Phi-4 FastApi 部署调用 + +## 环境准备 + +本文基础环境如下: + +``` +---------------- +ubuntu 22.04 +python 3.12 +cuda 12.1 +pytorch 2.3.0 +---------------- +``` + +> 本文默认学习者已安装好以上 Pytorch(cuda) 环境,如未安装请自行安装。 + +pip 换源加速下载并安装依赖包 + +```bash +# 升级pip +python -m pip install --upgrade pip +# 更换 pypi 源加速库的安装 +pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple + +pip install transformers==4.44.2 +pip install huggingface-hub==0.25.0 +pip install accelerate==0.34.2 +pip install modelscope==1.18.0 +pip install fastapi==0.115.1 +pip install uvicorn==0.30.6 +``` + +>考虑到部分同学配置环境可能会遇到一些问题,我们在AutoDL平台准备了Phi-4的环境镜像,点击下方链接并直接创建Autodl示例即可。 ***https://www.codewithgpu.com/i/datawhalechina/self-llm/Qwen2.5-self-llm*** + +## 模型下载 + +使用魔搭社区中的 `modelscope` 中的 `snapshot_download` 函数下载模型,第一个参数为模型名称(如何找到该名称?可以在魔搭社区搜该模型,如下图中所框),参数 `cache_dir` 为模型的下载路径,参数`revision`一般默认为`master`。 + +在`/root/autodl-tmp` 新建 `model_download.py` 文件并在其中输入以下内容,粘贴代码后记得保存文件,如下所示。并运行 `python model_download.py` 执行下载,模型大小为 28 GB左右,下载模型大概需要10到 20 分钟。 + +```python +import torch +from modelscope import snapshot_download, AutoModel, AutoTokenizer +import os +model_dir = snapshot_download('LLM-Research/phi-4', cache_dir='/root/autodl-tmp', revision='master') +``` + +> 注意:记得修改 `cache_dir` 为你的模型下载路径哦~ + +## 代码准备 + +在 /root/autodl-tmp 路径下新建 api.py 文件并在其中输入以下内容,粘贴代码后请及时保存文件。 +下面的代码有很详细的注释,大家如有不理解的地方,欢迎提出 issue。 + +```python +from fastapi import FastAPI, Request +from transformers import AutoTokenizer, AutoModelForCausalLM +import uvicorn +import json +import datetime +import torch + +# 创建FastAPI应用 +app = FastAPI() + +# 处理POST请求的端点 +@app.post("/") +async def create_item(request: Request): + global model, tokenizer # 声明全局变量以便在函数内部使用模型和分词器 + json_post_raw = await request.json() # 获取POST请求的JSON数据 + print("json_post_raw", json_post_raw) + + prompt = json_post_raw.get('prompt') # 获取请求中的提示 + history = json_post_raw.get('history', []) # 获取请求中的历史消息,默认为空列表 + + # 构建消息列表,包括历史消息和当前提示 + messages = history + [{"role": "user", "content": prompt}] + + # 调用模型进行对话生成 + input_ids = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) + model_inputs = tokenizer([input_ids], return_tensors="pt").to(model.device) + generated_ids = model.generate(model_inputs.input_ids, max_new_tokens=512) + generated_ids = [ + output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids) + ] + response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0] + + # 更新历史消息,将当前对话添加到历史中 + updated_history = messages + [{"role": "assistant", "content": response}] + + now = datetime.datetime.now() # 获取当前时间 + time = now.strftime("%Y-%m-%d %H:%M:%S") # 格式化时间为字符串 + + # 构建响应JSON + answer = { + "response": response, + "history": updated_history, # 返回更新后的历史消息 + "status": 200, + "time": time + } + + # 构建日志信息 + log = "[" + time + "] " + '", prompt:"' + prompt + '", response:"' + repr(response) + '"' + print(log) # 打印日志 + return answer # 返回响应 + +# 主函数入口 +if __name__ == '__main__': + # 加载预训练的分词器和模型 + model_name_or_path = '/root/autodl-tmp/LLM-Research/phi-4' + tokenizer = AutoTokenizer.from_pretrained(model_name_or_path, use_fast=False) + tokenizer.pad_token_id = tokenizer.eos_token_id = 100265 + model = AutoModelForCausalLM.from_pretrained(model_name_or_path, device_map="auto", torch_dtype=torch.bfloat16) + + # 启动FastAPI应用 + # 用6006端口可以将autodl的端口映射到本地,从而在本地使用api + uvicorn.run(app, host='0.0.0.0', port=6006, workers=1) # 在指定端口和主机上启动应用 +``` + +## Api 部署 + +在终端输入以下命令启动api服务: + +```shell +cd /root/autodl-tmp +python api.py +``` + +```shell +python /root/api.py +``` + +加载完毕后出现如下信息说明成功。 +![加载模型](images/image01-1.png) + +默认部署在 6006 端口,通过 POST 方法进行调用,可以使用 curl 调用,如下所示: + +```shell +curl -X POST "http://127.0.0.1:6006" -H "Content-Type: application/json" -d "{\"prompt\": \"你好\", \"history\": []}" +``` + +![模型调用](images/image01-2.png) + +使用 apipost 测试 history 的用法: + +header参数: +``` +Content-Type: application/json +``` + +json参数: +```json +{ + "prompt": "刚才我们再聊什么?", + "history": [ + { + "role": "user", + "content": "今天星期几" + }, + { + "role": "assistant", + "content": "今天星期三" + }, + { + "role": "user", + "content": "明天星期几?" + }, + { + "role": "assistant", + "content": "明天是星期四。" + } + ] +} +``` + +图示效果: +![apipost](images/image01-3.png) +![apipost](images/image01-4.png) + + + + diff --git "a/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" "b/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" new file mode 100644 index 00000000..e69de29b diff --git a/models/phi4/images/image01-1.png 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Subject: [PATCH 2/4] =?UTF-8?q?=E5=AE=8C=E6=88=90phi-4=20=E7=9A=84=20WebDe?= =?UTF-8?q?mo=20=E6=90=AD=E5=BB=BA?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...-Phi-4 WebDemo\351\203\250\347\275\262.md" | 121 ++++++++++++++++++ models/phi4/images/image03-1.png | Bin 0 -> 85869 bytes 2 files changed, 121 insertions(+) create mode 100644 models/phi4/images/image03-1.png diff --git "a/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" "b/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" index e69de29b..aee66e67 100644 --- "a/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" +++ "b/models/phi4/03-Phi-4 WebDemo\351\203\250\347\275\262.md" @@ -0,0 +1,121 @@ +# Phi-4 WebDemo 部署 + +## 环境准备 + +本文基础环境如下: + +``` +---------------- +ubuntu 22.04 +python 3.12 +cuda 12.1 +pytorch 2.3.0 +---------------- +``` + +> 本文默认学习者已安装好以上 Pytorch(cuda) 环境,如未安装请自行安装。 + +pip 换源加速下载并安装依赖包 + +```bash +# 升级pip +python -m pip install --upgrade pip +# 更换 pypi 源加速库的安装 +pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple + +pip install transformers==4.44.2 +pip install huggingface-hub==0.25.0 +pip install accelerate==0.34.2 +pip install modelscope==1.18.0 +pip install streamlit==1.41.1 +``` + +>考虑到部分同学配置环境可能会遇到一些问题,我们在AutoDL平台准备了Phi-4的环境镜像,点击下方链接并直接创建Autodl示例即可。 ***https://www.codewithgpu.com/i/datawhalechina/self-llm/Qwen2.5-self-llm*** + +## 模型下载 + +使用魔搭社区中的 `modelscope` 中的 `snapshot_download` 函数下载模型,第一个参数为模型名称(如何找到该名称?可以在魔搭社区搜该模型,如下图中所框),参数 `cache_dir` 为模型的下载路径,参数`revision`一般默认为`master`。 + +在`/root/autodl-tmp` 新建 `model_download.py` 文件并在其中输入以下内容,粘贴代码后记得保存文件,如下所示。并运行 `python model_download.py` 执行下载,模型大小为 28 GB左右,下载模型大概需要10到 20 分钟。 + + +## 代码准备 + +在`/root/autodl-tmp`路径下新建 `chatBot.py` 文件并在其中输入以下内容,粘贴代码后记得保存文件。下面的代码有很详细的注释,大家如有不理解的地方,欢迎提出issue。 + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch +import streamlit as st + +# 在侧边栏中创建一个标题和一个链接 +with st.sidebar: + st.markdown("## Phi4 LLM") + "[开源大模型食用指南 self-llm](https://github.com/datawhalechina/self-llm.git)" + # 创建一个滑块,用于选择最大长度,范围在 0 到 8192 之间,默认值为 512(Qwen2.5 支持 128K 上下文,并能生成最多 8K tokens) + max_length = st.slider("max_length", 0, 8192, 512, step=1) + +# 创建一个标题和一个副标题 +st.title("💬 Phi4 Chatbot") +st.caption("🚀 A streamlit chatbot powered by Self-LLM") + +# 定义模型路径 +mode_name_or_path = '/root/autodl-tmp/LLM-Research/phi-4' + +# 定义一个函数,用于获取模型和 tokenizer +@st.cache_resource +def get_model(): + # 从预训练的模型中获取 tokenizer + tokenizer = AutoTokenizer.from_pretrained(mode_name_or_path, trust_remote_code=True) + tokenizer.pad_token_id = tokenizer.eos_token_id = 100265 + # 从预训练的模型中获取模型,并设置模型参数 + model = AutoModelForCausalLM.from_pretrained(mode_name_or_path, torch_dtype=torch.bfloat16, device_map="auto") + + return tokenizer, model + +# 加载 Qwen2.5 的 model 和 tokenizer +tokenizer, model = get_model() + +# 如果 session_state 中没有 "messages",则创建一个包含默认消息的列表 +if "messages" not in st.session_state: + st.session_state["messages"] = [{"role": "assistant", "content": "有什么可以帮您的?"}] + +# 遍历 session_state 中的所有消息,并显示在聊天界面上 +for msg in st.session_state.messages: + st.chat_message(msg["role"]).write(msg["content"]) + +# 如果用户在聊天输入框中输入了内容,则执行以下操作 +if prompt := st.chat_input(): + + # 在聊天界面上显示用户的输入 + st.chat_message("user").write(prompt) + + # 将用户输入添加到 session_state 中的 messages 列表中 + st.session_state.messages.append({"role": "user", "content": prompt}) + + # 将对话输入模型,获得返回 + input_ids = tokenizer.apply_chat_template(st.session_state.messages,tokenize=False,add_generation_prompt=True) + model_inputs = tokenizer([input_ids], return_tensors="pt").to(model.device) + generated_ids = model.generate(model_inputs.input_ids,max_new_tokens=max_length) + generated_ids = [ + output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids) + ] + response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0] + + # 将模型的输出添加到 session_state 中的 messages 列表中 + st.session_state.messages.append({"role": "assistant", "content": response}) + # 在聊天界面上显示模型的输出 + st.chat_message("assistant").write(response) + # print(st.session_state) # 打印 session_state 调试 +``` + +## 运行 demo + +在终端中运行以下命令,启动streamlit服务,并按照 `autodl` 的指示将端口映射到本地,然后在浏览器中打开链接 http://localhost:6006/ ,即可看到聊天界面。 + +```bash +streamlit run /root/autodl-tmp/chatBot.py --server.address 127.0.0.1 --server.port 6006 +``` + +![Phi-4 WebDemo](images/image03-1.png) + diff --git a/models/phi4/images/image03-1.png b/models/phi4/images/image03-1.png new file mode 100644 index 0000000000000000000000000000000000000000..49bf3ef4415178161779b2bf4a7f667ddaa7c485 GIT binary patch literal 85869 zcmeGE`(M&`{|AmYH?KCmR%^M;mAW!BGIeQrMA<4e&r>V&gq9ka2U0wt0&`nyrRhB9 zk>#=Sn3{+RxXL^tBA_7heX?EKb$$MT?+>5P?fru{5QW$C^?W`K_s9Kl ze{kwvD}=K}|iWAAtEl2v8ZX*dV@Z2tWE;)_pwzQ3*X$p`0N^d=qoL}P(uJD0?-)Zvpd z2xN1Tle?9Fa7ity%vFXB!=#p<$=sKjd3jXbDt=r0Q*iZNyZ-$~?#}r0*{<`ybtzW8 zEAUsf$v@#O1^D&dO9UH@`O`Sa~vUqKo_P`q&Pn6jzjao3L( z|MwyPw?UB 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zD1j4`$(U73iX#O-EWISPes}Y!yth^F_5H0j<`c+Jy#tscS&$b1_qf=;9O^0DiJvvU z* Date: Sat, 18 Jan 2025 14:10:22 +0800 Subject: [PATCH 3/4] =?UTF-8?q?=E4=BC=98=E5=8C=96=20phi-4=20fastapi?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...3\250\347\275\262\350\260\203\347\224\250.md" | 15 +++++++++------ .../phi4/images/{image01-3.png => image01-5.png} | Bin .../phi4/images/{image01-4.png => image01-6.png} | Bin 3 files changed, 9 insertions(+), 6 deletions(-) rename models/phi4/images/{image01-3.png => image01-5.png} (100%) rename models/phi4/images/{image01-4.png => image01-6.png} (100%) diff --git "a/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" index 436bde83..c757db56 100644 --- "a/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" +++ "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" @@ -131,25 +131,28 @@ python api.py python /root/api.py ``` -加载完毕后出现如下信息说明成功。 +默认部署在 6006 端口,加载完毕后出现如下信息说明成功。 ![加载模型](images/image01-1.png) -默认部署在 6006 端口,通过 POST 方法进行调用,可以使用 curl 调用,如下所示: +## 调用API + +### Curl 调用 +通过 POST 方法进行调用,可以使用 curl 调用,如下所示: ```shell curl -X POST "http://127.0.0.1:6006" -H "Content-Type: application/json" -d "{\"prompt\": \"你好\", \"history\": []}" ``` ![模型调用](images/image01-2.png) +### ApiPost 调用 +使用 apipost软件 测试 history 的用法: -使用 apipost 测试 history 的用法: - -header参数: +Header参数: ``` Content-Type: application/json ``` -json参数: +Json参数: ```json { "prompt": "刚才我们再聊什么?", diff --git a/models/phi4/images/image01-3.png b/models/phi4/images/image01-5.png similarity index 100% rename from models/phi4/images/image01-3.png rename to models/phi4/images/image01-5.png diff --git a/models/phi4/images/image01-4.png b/models/phi4/images/image01-6.png similarity index 100% rename from models/phi4/images/image01-4.png rename to models/phi4/images/image01-6.png From dbd15786ddf52e8b5c33d6c7234bab610a47fe2c Mon Sep 17 00:00:00 2001 From: ai_study Date: Sat, 18 Jan 2025 14:32:02 +0800 Subject: [PATCH 4/4] =?UTF-8?q?=E4=BC=98=E5=8C=96=20phi-4=20fastapi=20-=20?= =?UTF-8?q?=E6=9C=80=E7=BB=88=E7=89=88=E6=9C=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...50\347\275\262\350\260\203\347\224\250.md" | 84 ++++++++++++++++-- models/phi4/images/image01-3.png | Bin 0 -> 31952 bytes models/phi4/images/image01-4.png | Bin 0 -> 26474 bytes models/phi4/images/image01-5.png | Bin 26474 -> 104004 bytes models/phi4/images/image01-6.png | Bin 104004 -> 0 bytes 5 files changed, 75 insertions(+), 9 deletions(-) create mode 100644 models/phi4/images/image01-3.png create mode 100644 models/phi4/images/image01-4.png delete mode 100644 models/phi4/images/image01-6.png diff --git "a/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" index c757db56..3a7fca0d 100644 --- "a/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" +++ "b/models/phi4/01-Phi-4 FastApi \351\203\250\347\275\262\350\260\203\347\224\250.md" @@ -120,8 +120,8 @@ if __name__ == '__main__': ## Api 部署 -在终端输入以下命令启动api服务: - +#### 启动api服务 +在终端输入以下命令 ```shell cd /root/autodl-tmp python api.py @@ -134,9 +134,16 @@ python /root/api.py 默认部署在 6006 端口,加载完毕后出现如下信息说明成功。 ![加载模型](images/image01-1.png) -## 调用API +#### (可选)AutoDL平台-SSH端口映射 + +```bash +ssh -CNg -L 6006:127.0.0.1:6006 -p 【你的autodl机器的ssh端口】 root@[你的autodl机器地址] +ssh -CNg -L 6006:127.0.0.1:6006 -p 36494 root@region-45.autodl.pro +``` -### Curl 调用 +## 调用Api + +### 方式1:Curl 调用 通过 POST 方法进行调用,可以使用 curl 调用,如下所示: ```shell @@ -144,15 +151,74 @@ curl -X POST "http://127.0.0.1:6006" -H "Content-Type: application/json" -d "{\" ``` ![模型调用](images/image01-2.png) -### ApiPost 调用 -使用 apipost软件 测试 history 的用法: -Header参数: +### 方式2:Python requests库调用 + +#### 代码准备 + +在`/root/autodl-tmp`路径下新建 `py_api.py` 文件并在其中输入以下内容,粘贴代码后记得保存文件。 + +```python +import requests + +url = "http://127.0.0.1:6006/" +# 参数history可以为空列表,即[],此时代表没有历史对话 +payload = { + "prompt": "刚才我们再聊什么?", + "history": [ + { + "role": "user", + "content": "今天星期几" + }, + { + "role": "assistant", + "content": "今天星期三" + }, + { + "role": "user", + "content": "明天星期几?" + }, + { + "role": "assistant", + "content": "明天是星期四。" + } + ] +} +headers = { + "Content-Type": "application/json", + "Accept": "*/*", + "Accept-Encoding": "gzip, deflate, br", + "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.6261.94 Safari/537.37", + "Connection": "keep-alive" +} + +response = requests.request("POST", url, json=payload, headers=headers) + +print(response.text) +``` + +#### 运行代码 + +在终端输入以下命令运行代码: + +```shell +python /root/autodl-tmp/py_api.py +``` + +#### 调用结果: +![python-requests](images/image01-3.png) + + +### 方式3:ApiPost 调用 +使用 ApiPost软件 测试 history 的用法: + +#### Header 参数: ``` Content-Type: application/json ``` -Json参数: +#### Json 参数: + ```json { "prompt": "刚才我们再聊什么?", @@ -178,8 +244,8 @@ Json参数: ``` 图示效果: -![apipost](images/image01-3.png) ![apipost](images/image01-4.png) +![apipost](images/image01-5.png) diff --git a/models/phi4/images/image01-3.png b/models/phi4/images/image01-3.png new file mode 100644 index 0000000000000000000000000000000000000000..08870a1237e0506904c5486f9d521ba40608ea65 GIT binary patch literal 31952 zcmZ^~1z1~Mw=Ikm_X5SexVr~;_u{2!ahDR@T8g!}yB2FpaR|j-8l-5j;50z6pqIYi zIrrZ4-v7_DlWfhCz2{hCjy2ap4Rm-(VspQ+BMIg zzL0(NRpgQCC#mvq5{>#`07(^+7^2jdGnxdRx zpw)4HL&g^=!k#Ow!01sO#!sA_oS%jP^32aaC^CLhefiH9JYTIS+76|-eEHAnqEG1V z3eH>k&m#~uhwi6WxD9!%4ImeX#1Cr$OqN&Ae2z4oIdcaXWk|k&WLb<+o_WB<`}lDG z=Q1AmTI%)Fg;`UZl5vc1*kh*p9di37HY*I*)Kcz<2xM?7=(LOry#N2WboaH?b$YZZ z-YU|W$6oP>JkxkXZ!-Oe0NVk6jbTVYgn5Qs2C423Y2O1p!yQN;2L|t;uq6zAZd!pt 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