From 959b8ba8fc9757f7fd3dec6bf4ab0c3dc2941a42 Mon Sep 17 00:00:00 2001 From: sjh Date: Mon, 8 Jul 2024 14:45:38 +0800 Subject: [PATCH 1/5] add doc for transformers --- sources/transformers/fine-tune.rst | 109 +++++++++++++++++++ sources/transformers/images/dataset.png | Bin 0 -> 84145 bytes sources/transformers/images/image.png | Bin 0 -> 26255 bytes sources/transformers/images/licenceurl.png | Bin 0 -> 63327 bytes sources/transformers/images/prefunc.png | Bin 0 -> 44316 bytes sources/transformers/images/tokenizer.png | Bin 0 -> 46624 bytes sources/transformers/images/train.png | Bin 0 -> 18650 bytes sources/transformers/images/usetokenizer.png | Bin 0 -> 51742 bytes sources/transformers/index.rst | 9 ++ sources/transformers/inference.rst | 109 +++++++++++++++++++ sources/transformers/install.rst | 68 ++++++++++++ 11 files changed, 295 insertions(+) create mode 100644 sources/transformers/fine-tune.rst create mode 100644 sources/transformers/images/dataset.png create mode 100644 sources/transformers/images/image.png create mode 100644 sources/transformers/images/licenceurl.png create mode 100644 sources/transformers/images/prefunc.png create mode 100644 sources/transformers/images/tokenizer.png create mode 100644 sources/transformers/images/train.png create mode 100644 sources/transformers/images/usetokenizer.png create mode 100644 sources/transformers/index.rst create mode 100644 sources/transformers/inference.rst create mode 100644 sources/transformers/install.rst diff --git a/sources/transformers/fine-tune.rst b/sources/transformers/fine-tune.rst new file mode 100644 index 0000000..98ae34b --- /dev/null +++ b/sources/transformers/fine-tune.rst @@ -0,0 +1,109 @@ +预训练和模型微调 +================== + +tokenizer +----------------- +根据规则将文本拆分为标记, 并转换为张量作为模型输入 + +.. code-block:: python + :linenos: + + from transformers import AutoTokenizer + + tokenizer = AutoTokenizer.from_pretrained("path/to/model") + encoded_input = tokenizer("Do not meddle in the affairs of wizards, for they are subtle and quick to anger.") + print(encoded_input) + +效果如下: + +.. figure:: ./images/usetokenizer.png + :align: center + + +数据集 +---------------- + +模型训练需要数据集, 这里以 `Yelp Reviews dataset `_ 为例 + +.. code-block:: python + :linenos: + + from datasets import load_dataset + + dataset = load_dataset("yelp_review_full") + dataset["train"][100] + +.. figure:: ./images/dataset.png + :align: center + + +接着便是使用dataset.map方法对数据集进行预处理 + +.. code-block:: python + :linenos: + + def tokenize_function(examples): + return tokenizer(examples["text"], padding="max_length", truncation=True) + + tokenized_datasets = dataset.map(tokenize_function, batched=True) + +.. figure:: ./images/prefunc.png + :align: center + + +训练 +------------ + +加载模型 +<<<<<<<<< + +.. code-block:: python + :linenos: + + from transformers import AutoModelForCausalLM + + model = AutoModelForCausalLM.from_pretrained("path/to/model") + +训练超参数及评估 +<<<<<<<<<<<<<<<<<<<<< + +TrainingArguments类包含可以调整的所有超参数以及用于激活不同训练选项的标志, 这里使用默认训练超参数 + +.. code-block:: python + :linenos: + + import numpy as np + import evaluate + from transformers import TrainingArguments, Trainer + + metric = evaluate.load("accuracy") + + def compute_metrics(eval_pred): + logits, labels = eval_pred + predictions = np.argmax(logits, axis=-1) + return metric.compute(predictions=predictions, references=labels) + + training_args = TrainingArguments(output_dir="test_trainer", eval_strategy="epoch") + +Trainer +<<<<<<< + +使用已加载的模型、训练参数、训练和测试数据集以及评估函数创建一个Trainer对象, 并调用train()来微调模型 + +.. code-block:: python + :linenos: + + trainer = Trainer( + model=model, + args=training_args, + train_dataset=small_train_dataset, + eval_dataset=small_eval_dataset, + compute_metrics=compute_metrics, + ) + + trainer.train() + +.. figure:: ./images/train.png + :align: center + +至此, 便可完成简单的模型微调 \ No newline at end of file diff --git a/sources/transformers/images/dataset.png b/sources/transformers/images/dataset.png 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+----------------------------------------------- + +.. code-block:: python + :linenos: + + import torch + import torch_npu + from transformers import AutoModelForCausalLM, AutoTokenizer + + model_name = "path/to/model" + device = "npu:0" if torch.npu.isavailable() else "cpu" + + tokenizer = AutoTokenizer.from_pretrained(model_id) + model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + ).to(device) + + +使用pipeline +------------------------- + +.. code-block:: python + :linenos: + + import transformers + import torch + import torch_npu + + model_id = "path/to/model" + device = "npu:0" if torch.npu.isavailable() else "cpu" + + pipeline = transformers.pipeline( + "text-generation", + model=model_id, + model_kwargs={"torch_dtype": torch.bfloat16}, + device=device, + ) + + +全流程 +---------- + +.. code-block:: python + :linenos: + + from transformers import AutoTokenizer, AutoModelForCausalLM + import torch + import torch_npu + + #如果提前下载好模型将meta-llama/Meta-Llama-3-8B-Instruct更换为本地地址 + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + device = "npu:0" # 指定使用的设备为 NPU 0 + + # 加载预训练的分词器 + tokenizer = AutoTokenizer.from_pretrained(model_id) + + # 加载预训练的语言模型, 并指定数据类型为bfloat16, 自动选择设备映射 + model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + ).to(device) # 将模型移动到指定的设备 + + # 定义消息列表,包含系统消息和用户消息 + messages = [ + {"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"}, + {"role": "user", "content": "Who are you?"}, + ] + + # 使用分词器将消息列表应用到聊天模板中,并转换为张量 + input_ids = tokenizer.apply_chat_template( + messages, + add_generation_prompt=True, + return_tensors="pt" # 返回 PyTorch 张量 + ).to(model.device) + + + # 定义终止标记,包括模型的结束标记 ID 和一个空标记 ID + terminators = [ + tokenizer.eos_token_id, + tokenizer.convert_tokens_to_ids("<|eot_id|>") + ] + + # 生成响应 + outputs = model.generate( + input_ids, + max_new_tokens=256, # 设置生成的最大token + eos_token_id=terminators, + do_sample=True, + temperature=0.6, # 设置采样温度,影响生成的多样性 + top_p=0.9, + ) + + # 获取生成的响应,排除输入的部分 + response = outputs[0][input_ids.shape[-1]:] + print(tokenizer.decode(response, skip_special_tokens=True)) + +生成对话如下 + +.. figure:: ./images/chat.gif + :align: center \ No newline at end of file diff --git a/sources/transformers/install.rst b/sources/transformers/install.rst new file mode 100644 index 0000000..70ed158 --- /dev/null +++ b/sources/transformers/install.rst @@ -0,0 +1,68 @@ +安装指南 +=========== + +本文将介绍如何在昇腾环境下使用transfomers安装和使用Llama3, 关于昇腾环境搭建方面, 请参考 `快速安装昇腾环境 <../ascend/quick_install.html>`_。 + +模型获取 +------------- + +模型获取目前提供三种方式, Meta官方_, Huggingface_, ModelScope_, 其中前两种需要提供信息获取license, ModelScope则可以直接进行下载 + +Meta官方 +<<<<<<<<<<<<<<<< +下载模型前需要获取licence, 前往 `Meta官网 `_ , 提供信息获取到许可证, 拿到已签名的URL +之后进行源码的获取,访问 `官方Github地址 `_ 进行下载 + +运行脚本 + +.. code-block:: python + :linenos: + + ./download.sh + +运行时输入邮件中收到的URL,即可进行模型的下载 + +.. figure:: ./images/licenceurl.png + :align: center + + +Huggingface +<<<<<<<<<<<<<<< +hugging face同样需要获得licence, 访问其中一个仓库, 例如meta-llama/Meta-Llama-3-8B-Instruct. 接受许可后等待请求获得批准即可 + +获得许可后, 有两种下载方式 + - 点击下载原始文件夹, 或者通过pip安装 + + - 使用transformers, 如下 + + .. code-block:: python + :linenos: + + import transformers + import torch + import torch_npu + device = torch.device("npu:0" if torch.npu.isavailable() else "cpu") + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + pipeline = transformers.pipeline( + "text-generation", + model="meta-llama/Meta-Llama-3-8B-Instruct", + model_kwargs={"torch_dtype": torch.bfloat16}, + device="auto", + ) + +ModelScope +<<<<<<<<<<< + +ModelScope则可以直接进行下载, 如果安装了modelscope包, 可以安装下面方法下载模型 + +.. code-block:: python + :linenos: + + import torch + from modelscope import snapshot_download, AutoModel, AutoTokenizer + import os + + model_dir = snapshot_download('LLM-Research/Meta-Llama-3-8B-Instruct', cache_dir='/root/autodl-tmp', revision='master') + +通过以上方法获取到模型后, 便可以进行模型的 `微调 <./fine-tune.html>`_ 和 `使用 <./inference.html>`_ + From 5c14bae218dc3fb07873cf41a993703ecde3eae1 Mon Sep 17 00:00:00 2001 From: sjh Date: Mon, 8 Jul 2024 15:16:11 +0800 Subject: [PATCH 2/5] modify index.rst model download add hf-mirror add model down load --- index.rst | 7 +- sources/transformers/fine-tune.rst | 155 +++++++++++++++--- sources/transformers/images/dataset.png | Bin 84145 -> 0 bytes sources/transformers/images/downloadfile.png | Bin 0 -> 113828 bytes sources/transformers/images/image.png | Bin 26255 -> 0 bytes sources/transformers/images/licenceurl.png | Bin 63327 -> 0 bytes sources/transformers/images/prefunc.png | Bin 44316 -> 0 bytes sources/transformers/images/tokenizer.png | Bin 46624 -> 0 bytes sources/transformers/images/usetokenizer.png | Bin 51742 -> 0 bytes sources/transformers/index.rst | 6 +- sources/transformers/inference.rst | 160 +++++++++---------- sources/transformers/install.rst | 107 +++++++------ sources/transformers/modeldownload.rst | 122 ++++++++++++++ sources/transformers/quick_start.rst | 131 +++++++++++++++ 14 files changed, 526 insertions(+), 162 deletions(-) delete mode 100644 sources/transformers/images/dataset.png create mode 100644 sources/transformers/images/downloadfile.png delete mode 100644 sources/transformers/images/image.png delete mode 100644 sources/transformers/images/licenceurl.png delete mode 100644 sources/transformers/images/prefunc.png delete mode 100644 sources/transformers/images/tokenizer.png delete mode 100644 sources/transformers/images/usetokenizer.png create mode 100644 sources/transformers/modeldownload.rst create mode 100644 sources/transformers/quick_start.rst diff --git a/index.rst b/index.rst index 4be6682..f3bdd87 100644 --- a/index.rst +++ b/index.rst @@ -20,6 +20,7 @@ sources/pytorch/index.rst sources/llamafactory/index.rst + sources/transformers/index.rst .. warning:: @@ -154,11 +155,11 @@

diff --git a/sources/transformers/fine-tune.rst b/sources/transformers/fine-tune.rst index 98ae34b..b0b4124 100644 --- a/sources/transformers/fine-tune.rst +++ b/sources/transformers/fine-tune.rst @@ -1,29 +1,28 @@ -预训练和模型微调 +微调预训练模型 ================== -tokenizer ------------------ -根据规则将文本拆分为标记, 并转换为张量作为模型输入 +.. note:: -.. code-block:: python - :linenos: + 阅读本篇前,请确保已按照 :doc:`安装指南 <./install>` 准备好昇腾环境及transformers! - from transformers import AutoTokenizer +大模型微调本质是利用特定领域的数据集对已预训练的大模型进行进一步训练的过程。它旨在优化模型在特定任务上的性能,使模型能够更好地适应和完成特定领域的任务。 +本文通过使用transformers库在选定相关数据集和预训练模型的基础上,设置合适的超参数并对模型进行必要的调整等步骤,实现对模型的微调。 - tokenizer = AutoTokenizer.from_pretrained("path/to/model") - encoded_input = tokenizer("Do not meddle in the affairs of wizards, for they are subtle and quick to anger.") - print(encoded_input) +前置准备 +----------------- -效果如下: +安装必要库 +<<<<<<<<<<<<<<< -.. figure:: ./images/usetokenizer.png - :align: center +.. code-block:: shell + :linenos: + pip install transformers datasets evaluate accelerate scikit-learn -数据集 ----------------- +加载数据集 +<<<<<<<<<<<<<<<<<<< -模型训练需要数据集, 这里以 `Yelp Reviews dataset `_ 为例 +模型训练需要数据集,这里以 `Yelp Reviews dataset `_ 为例 .. code-block:: python :linenos: @@ -33,11 +32,41 @@ tokenizer dataset = load_dataset("yelp_review_full") dataset["train"][100] -.. figure:: ./images/dataset.png - :align: center +输出如下: + +.. code-block:: shell + + {'label': 0, 'text': 'My expectations for McDonalds are t rarely high. But for one to still fail so spectacularly...that takes something special!\\n + The cashier took my friends\'s order, then promptly ignored me. I had to force myself in front of a cashier who opened his register to wait on the + person BEHIND me. I waited over five minutes for a gigantic order that included precisely one kid\'s meal. After watching two people who ordered after + me be handed their food, I asked where mine was. The manager started yelling at the cashiers for \\"serving off their orders\\" when they didn\'t have + their food. But neither cashier was anywhere near those controls, and the manager was the one serving food to customers and clearing the boards.\\nThe + manager was rude when giving me my order. She didn\'t make sure that I had everything ON MY RECEIPT, and never even had the decency to apologize that + I felt I was getting poor service.\\nI\'ve eaten at various McDonalds restaurants for over 30 years. I\'ve worked at more than one location. I expect + bad days, bad moods, and the occasional mistake. But I have yet to have a decent experience at this store. It will remain a place I avoid unless someone + in my party needs to avoid illness from low blood sugar. Perhaps I should go back to the racially biased service of Steak n Shake instead!'} + + +数据集加载需要使用AuToTokenizer, 它可以根据规则将文本拆分为标记,并转换为张量作为模型输入,下面用到了Meta-Llama-3-8B-Instruct模型, 具体获取可以转至 `模型获取 <./modeldownload.html>`_,以下是一个示例 + +.. code-block:: python + :linenos: + + from transformers import AutoTokenizer + + tokenizer = AutoTokenizer.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct") + encoded_input = tokenizer("Do not meddle in the affairs of wizards, for they are subtle and quick to anger.") + print(encoded_input) + +输出如下: +.. code-block:: shell -接着便是使用dataset.map方法对数据集进行预处理 + {'input_ids': [128000, 5519, 539, 1812, 91485, 304, 279, 22747, 315, 89263, 11, 369, 814, 527, 27545, 323, 4062, 311, 19788, 13], + 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]} + + +接着使用dataset.map方法对数据集进行预处理 .. code-block:: python :linenos: @@ -47,9 +76,27 @@ tokenizer tokenized_datasets = dataset.map(tokenize_function, batched=True) -.. figure:: ./images/prefunc.png - :align: center +初次进行预处理需要一定时间,内容如下 + +.. code-block:: shell + :linenos: + + Asking to pad to max_length but no maximum length is provided and the model has no predefined maximum length. Default to no padding. + Asking to truncate to max_length but no maximum length is provided and the model has no predefined maximum length. Default to no truncation. + Map: 100%|████████████████████████████████████████████████████████████████████████| 650000/650000 [03:27<00:00, 3139.47 examples/s] + Map: 100%|██████████████████████████████████████████████████████████████████████████| 50000/50000 [00:15<00:00, 3156.92 examples/s] + +训练全部的数据集会耗费更长的时间,根据下面将其划分为一个小的训练集和验证集,提高训练速度 +.. code-block:: python + :linenos: + + small_train_dataset = tokenized_datasets["train"].shuffle(seed=42).select(range(1000)) + small_eval_dataset = tokenized_datasets["test"].shuffle(seed=42).select(range(1000)) + + # 下面是加载全训练集和验证集 + # full_train_dataset = tokenized_datasets["train"] + # full_eval_dataset = tokenized_datasets["test"] 训练 ------------ @@ -62,17 +109,18 @@ tokenizer from transformers import AutoModelForCausalLM - model = AutoModelForCausalLM.from_pretrained("path/to/model") + model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct") 训练超参数及评估 <<<<<<<<<<<<<<<<<<<<< -TrainingArguments类包含可以调整的所有超参数以及用于激活不同训练选项的标志, 这里使用默认训练超参数 +TrainingArguments类包含可以调整的所有超参数以及用于激活不同训练选项的标志,这里使用默认训练超参数 .. code-block:: python :linenos: import numpy as np + import sklearn import evaluate from transformers import TrainingArguments, Trainer @@ -88,7 +136,7 @@ TrainingArguments类包含可以调整的所有超参数以及用于激活不同 Trainer <<<<<<< -使用已加载的模型、训练参数、训练和测试数据集以及评估函数创建一个Trainer对象, 并调用train()来微调模型 +使用已加载的模型、训练参数、训练和测试数据集以及评估函数创建一个Trainer对象,并调用train()来微调模型 .. code-block:: python :linenos: @@ -106,4 +154,61 @@ Trainer .. figure:: ./images/train.png :align: center -至此, 便可完成简单的模型微调 \ No newline at end of file +全流程展示 +------------------- + +.. code-block:: python + :linenos: + + import torch + import torch_npu + import numpy as np + import sklearn + import evaluate + from transformers import AutoModelForCausalLM, AutoTokenizer, TrainingArguments, Trainer + from datasets import load_dataset + + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + device = "npu:0" if torch.npu.is_available() else "cpu" + + # 加载分词器和模型 + tokenizer = AutoTokenizer.from_pretrained(model_id) + model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + ).to(device) + + dataset = load_dataset("yelp_review_full") + + #分词函数 + def tokenize_function(examples): + return tokenizer(examples["text"], padding="max_length", truncation=True) + + tokenized_datasets = dataset.map(tokenize_function, batched=True) + + small_train_dataset = tokenized_datasets["train"].shuffle(seed=42).select(range(1000)) + small_eval_dataset = tokenized_datasets["test"].shuffle(seed=42).select(range(1000)) + + # 加载评估指标 + metric = evaluate.load("accuracy") + + # 定义评估指标的计算函数 + def compute_metrics(eval_pred): + logits, labels = eval_pred + predictions = np.argmax(logits, axis=-1) + return metric.compute(predictions=predictions, references=labels) + + training_args = TrainingArguments(output_dir="test_trainer", eval_strategy="epoch") + + trainer = Trainer( + model=model, + args=training_args, + train_dataset=small_train_dataset, + eval_dataset=small_eval_dataset, + compute_metrics=compute_metrics, + ) + + trainer.train() + +至此,便可完成简单的模型微调 diff --git a/sources/transformers/images/dataset.png b/sources/transformers/images/dataset.png deleted file mode 100644 index cc4257df0930fcce53edb64fd5846b9b53110557..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 84145 zcmdSAXFyZiwl-`9-3X|tbfViXO{60vA}T5(b~+J4krsLR_)|Zl86QvbebDafUl0*Qf@}=u_Q@ZCtJ78du=7FmekK zWGK^FB2k6z)jhR3J4k>fVZHhxc&AkCIB*2oGp?aG*&Q{bG+(86h#M8si^W8ui^R+A z5oAbpt2PhX2b0JmrFT2aM9rXQqJfdjm7VJM#_x@8CC$K#2b~-D-1Pi`MwS97>s}r=z&+yjkN3RVdhUV% zJo<@q@7X(4LN1@FS_p*PK$EF|7X~i3$a@@3Ia5b?0z7ezsSvJerjrM z2##1cG_m^JxI#L#x}AHN2K+got?gs@2f(rIE7~;5DsyTC5RB7iBF>3~rca%MUCj8y z$d)aVEN6kiQnc<^FkRl`b!NI##p&@#R!GWJj4Z@ZfdBvD?LTMqWYO-z9ASWP2A;S{ ziCzBvkBdL2S=hKG1@C6TTdg>!pfPY-BW5Q={~wS2yyNdCuf2}_ z-MD`rI52|myP;CYzU03-^Uvx1o1LDL0`O{QSdC~OEA(bJ!y}ZaL}r`b&qQ 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KO2y@SkN-d63Be%% diff --git a/sources/transformers/index.rst b/sources/transformers/index.rst index 168a6bc..534ccd4 100644 --- a/sources/transformers/index.rst +++ b/sources/transformers/index.rst @@ -1,9 +1,11 @@ -transformers +Transformers ================== -.. tictree:: +.. toctree:: :maxdepth: 2 install.rst + quick_start.rst + modeldownload.rst fine-tune.rst inference.rst \ No newline at end of file diff --git a/sources/transformers/inference.rst b/sources/transformers/inference.rst index 81da463..cb09122 100644 --- a/sources/transformers/inference.rst +++ b/sources/transformers/inference.rst @@ -1,109 +1,95 @@ -模型使用 -============ +推理 +================== -模型使用可分为使用AutoModelForCausalLM, pipeline两种方式, 本质上没有区别 +.. note:: -使用AutoModelForCausalLM, AutoTokenizer ------------------------------------------------ + 阅读本篇前,请确保已按照 :doc:`安装指南 <./install>` 准备好昇腾环境及transformers! + +本文推理以transformers的pipeline为中心进行介绍,在推理阶段,训练好的模型被用于对新的、未见过的数据进行预测或分类。大型模型在推理阶段可以处理各种类型的输入,并输出相应的预测结果。推理可以在生产环境中进行,对图像、语音或文本进行分类,也可以用于语言生成、翻译等。 + +pipeline 使用 +---------------------- + +以使用pipeline()进行自动语音识别或语音转文本为例 + +创建pipeline,并输入音频文件 .. code-block:: python :linenos: - import torch - import torch_npu - from transformers import AutoModelForCausalLM, AutoTokenizer + from transformers import pipeline + + transcriber = pipeline(task="automatic-speech-recognition") + transcriber("https://huggingface.co/datasets/Narsil/asr_dummy/resolve/main/mlk.flac") - model_name = "path/to/model" - device = "npu:0" if torch.npu.isavailable() else "cpu" - - tokenizer = AutoTokenizer.from_pretrained(model_id) - model = AutoModelForCausalLM.from_pretrained( - model_id, - torch_dtype=torch.bfloat16, - device_map="auto", - ).to(device) +获得以下结果 +.. code-block:: shell + :linenos: -使用pipeline -------------------------- + {'text': 'I HAVE A DREAM BUT ONE DAY THIS NATION WILL RISE UP LIVE UP THE TRUE MEANING OF ITS TREES'} -.. code-block:: python + +文本推理 +------------------- + +文本推理可以根据标签对文本进行分类 + +.. code-block:: shell :linenos: - import transformers - import torch - import torch_npu - - model_id = "path/to/model" - device = "npu:0" if torch.npu.isavailable() else "cpu" - - pipeline = transformers.pipeline( - "text-generation", - model=model_id, - model_kwargs={"torch_dtype": torch.bfloat16}, - device=device, + from transformers import pipeline + classifier = pipeline(model="facebook/bart-large-mnli") + classifier( + "I have a problem with my iphone that needs to be resolved asap!!", + candidate_labels=["urgent", "not urgent", "phone", "tablet", "computer"], ) + #以下为输出示例 + #{'sequence': 'I have a problem with my iphone that needs to be resolved asap!!', 'labels': ['urgent', 'phone', 'computer', 'not urgent', 'tablet'], 'scores': [0.504, 0.479, 0.013, 0.003, 0.002]} +多模态 +---------------------- -全流程 ----------- +VQA使用图像和关于该图像的问题进行提问,图像可以是URL或图像的本地路径 -.. code-block:: python +.. code-block:: shell :linenos: - from transformers import AutoTokenizer, AutoModelForCausalLM - import torch - import torch_npu - - #如果提前下载好模型将meta-llama/Meta-Llama-3-8B-Instruct更换为本地地址 - model_id = "meta-llama/Meta-Llama-3-8B-Instruct" - device = "npu:0" # 指定使用的设备为 NPU 0 - - # 加载预训练的分词器 - tokenizer = AutoTokenizer.from_pretrained(model_id) - - # 加载预训练的语言模型, 并指定数据类型为bfloat16, 自动选择设备映射 - model = AutoModelForCausalLM.from_pretrained( - model_id, - torch_dtype=torch.bfloat16, - device_map="auto", - ).to(device) # 将模型移动到指定的设备 - - # 定义消息列表,包含系统消息和用户消息 - messages = [ - {"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"}, - {"role": "user", "content": "Who are you?"}, - ] - - # 使用分词器将消息列表应用到聊天模板中,并转换为张量 - input_ids = tokenizer.apply_chat_template( - messages, - add_generation_prompt=True, - return_tensors="pt" # 返回 PyTorch 张量 - ).to(model.device) - - - # 定义终止标记,包括模型的结束标记 ID 和一个空标记 ID - terminators = [ - tokenizer.eos_token_id, - tokenizer.convert_tokens_to_ids("<|eot_id|>") - ] - - # 生成响应 - outputs = model.generate( - input_ids, - max_new_tokens=256, # 设置生成的最大token - eos_token_id=terminators, - do_sample=True, - temperature=0.6, # 设置采样温度,影响生成的多样性 - top_p=0.9, + from transformers import pipeline + vqa = pipeline(model="impira/layoutlm-document-qa") + output = vqa( + image="https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png", + question="What is the invoice number?", ) + output[0]["score"] = round(output[0]["score"], 3) + + #以下为输出示例 + #[{'score': 0.425, 'answer': 'us-001', 'start': 16, 'end': 16}] + +大模型上使用pipeline +------------------------------ + +在大模型上运行pipeline需要用到accelerate + +.. code-block:: shell + :linenos: + + pip install accelerate + +加载模型并获取结果 + +.. code-block:: shell + :linenos: + + import torch + import torch_npu + from transformers import pipeline + + pipe = pipeline(model="facebook/opt-1.3b", torch_dtype=torch.bfloat16, device_map="npu:0") + output = pipe("tell a cold joke!", do_sample=True, top_p=0.95) + print(output) - # 获取生成的响应,排除输入的部分 - response = outputs[0][input_ids.shape[-1]:] - print(tokenizer.decode(response, skip_special_tokens=True)) + #以下为输出示例 + #[{'generated_text': "tell a cold joke!\nI'll give you one. Are you cold, or are you warm"}] -生成对话如下 -.. figure:: ./images/chat.gif - :align: center \ No newline at end of file diff --git a/sources/transformers/install.rst b/sources/transformers/install.rst index 70ed158..45ed17a 100644 --- a/sources/transformers/install.rst +++ b/sources/transformers/install.rst @@ -1,68 +1,85 @@ 安装指南 =========== -本文将介绍如何在昇腾环境下使用transfomers安装和使用Llama3, 关于昇腾环境搭建方面, 请参考 `快速安装昇腾环境 <../ascend/quick_install.html>`_。 +本文将介绍如何在昇腾环境下使用transfomers,帮助开发者完成transformers的安装 -模型获取 -------------- +.. note:: -模型获取目前提供三种方式, Meta官方_, Huggingface_, ModelScope_, 其中前两种需要提供信息获取license, ModelScope则可以直接进行下载 + 请确保环境安装了对应的固件和驱动,详情请参考 `快速安装昇腾环境 <../ascend/quick_install.html>`_。 -Meta官方 -<<<<<<<<<<<<<<<< -下载模型前需要获取licence, 前往 `Meta官网 `_ , 提供信息获取到许可证, 拿到已签名的URL -之后进行源码的获取,访问 `官方Github地址 `_ 进行下载 +创建虚拟环境 +-------------------- -运行脚本 +首先需要安装并激活python环境 -.. code-block:: python - :linenos: +.. code-block:: shell - ./download.sh + conda create -n your_env_name python=3.10 + conda activate your_env_name -运行时输入邮件中收到的URL,即可进行模型的下载 +同时安装必要库 -.. figure:: ./images/licenceurl.png - :align: center +.. code-block:: shell + pip install torch torch_npu -Huggingface -<<<<<<<<<<<<<<< -hugging face同样需要获得licence, 访问其中一个仓库, 例如meta-llama/Meta-Llama-3-8B-Instruct. 接受许可后等待请求获得批准即可 +安装transformers +---------------------- -获得许可后, 有两种下载方式 - - 点击下载原始文件夹, 或者通过pip安装 +直接使用pip命令进行安装 - - 使用transformers, 如下 +.. code-block:: shell - .. code-block:: python - :linenos: + pip install transformers - import transformers - import torch - import torch_npu - device = torch.device("npu:0" if torch.npu.isavailable() else "cpu") - model_id = "meta-llama/Meta-Llama-3-8B-Instruct" - pipeline = transformers.pipeline( - "text-generation", - model="meta-llama/Meta-Llama-3-8B-Instruct", - model_kwargs={"torch_dtype": torch.bfloat16}, - device="auto", - ) - -ModelScope -<<<<<<<<<<< - -ModelScope则可以直接进行下载, 如果安装了modelscope包, 可以安装下面方法下载模型 +验证安装 +-------------------- .. code-block:: python - :linenos: + from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline import torch - from modelscope import snapshot_download, AutoModel, AutoTokenizer - import os - - model_dir = snapshot_download('LLM-Research/Meta-Llama-3-8B-Instruct', cache_dir='/root/autodl-tmp', revision='master') + import torch_npu + + # 检查 NPU 是否可用 + if torch.npu.is_available(): + device = torch.device("npu:0") + print("NPU is available. Using NPU.") + else: + device = torch.device("cpu") + print("NPU is not available. Using CPU.") + + model_id = "bert-base-uncased" + tokenizer = AutoTokenizer.from_pretrained(model_id) + model = AutoModelForSequenceClassification.from_pretrained(model_id) + + model.to(device) + + nlp_pipeline = pipeline( + "sentiment-analysis", + model=model, + tokenizer=tokenizer, + device=0 if torch.npu.is_available() else -1 + ) + + result = nlp_pipeline("This is a test sentence.") + print(result) + + +如果成功运行并输出下面或类似内容, 则安装成功 + +.. code-block:: shell + + NPU is available. Using NPU. + Some weights of BertForSequenceClassification were not initialized from the model checkpoint at bert-base-uncased and are newly initialized: ['classifier.bias', 'classifier.weight'] + You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference. + [{'label': 'POSITIVE', 'score': 0.9998704791069031}] + +卸载transformers +--------------------- + +.. code-block:: shell + + pip uninstall transformers -通过以上方法获取到模型后, 便可以进行模型的 `微调 <./fine-tune.html>`_ 和 `使用 <./inference.html>`_ diff --git a/sources/transformers/modeldownload.rst b/sources/transformers/modeldownload.rst new file mode 100644 index 0000000..e53946e --- /dev/null +++ b/sources/transformers/modeldownload.rst @@ -0,0 +1,122 @@ +模型获取 +============== + +本文以Meta-Llama-3-8B-Instruct模型为例,介绍如何进行模型的获取, +该模型获取目前主要有三种方式,Meta官方_,Huggingface_,hf-mirror_, 下面将详细说明这三种获取模型的方法 + +Meta官方 +----------------- + +下载模型前需要获取licence,前往 `Meta官网 `_,提供信息获取到许可证,拿到已签名的URL + +- 链接类似于下面 + +.. code-block:: shell + :linenos: + + https://download6.llamameta.net/*?Policy=eyJTdGF0ZW1lbnQiOlt7InVuaXF1ZV9oYXNoIjoibGJuYXc0bzdrY2pqNnoxeXZ1N3hmcmNvIiwiUmVzb3VyY2UiOiJodHRwczp + cL1wvZG93bmxvYWQ2LmxsYW1hbWV0YS5uZXRcLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3MTY0MzYyMTF9fX1dfQ__&Signature=KTyc + LZkPxqMYY0XqW047tNN9IWX%7EOxlQbqCsDqmcX0vE8oia3Qej-x6aGFQSJhkHRULu8Efso5Qde8KRiptK5rGh9oLrtMeAS3SID%7EOyk38o9NNLKxWokA7yQxwvUVRqibVMJyhkE8XE + K2HDNftKT9KLaDG8HHFQmGWuhdTJSvCezJIRKWPtzRf0dohepOiOHOcQW%7Ermo7m6iI595PuoX7o3bVYpFYQf1Syrp05XCr9t2-Rzf8xaIYF5-2vFqELFyFyJys%7E5lA4178elcJcU + ImSSokn1IJBARAZ0iLaWDFsuTbvDJmz9j-ccHFJzgDPCMLQjHpK6QfCk4TWGmdyXMg__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1502880093958574 + +- 之后进行源码的获取,使用以下命令进行下载并进入到工作目录 + +.. code-block:: shell + :linenos: + + git clone https://github.com/meta-llama/llama3.git + cd llama3 + +- 运行脚本 + +.. code-block:: python + :linenos: + + ./download.sh + +运行时输入上边获取到的URL,即可进行模型的下载 + + +Huggingface +-------------------- +hugging face同样需要获得licence,访问其中一个仓库, + `meta-llama/Meta-Llama-3-8B-Instruct `_ ,接受许可后等待请求获得批准即可 + +得到权限后,点击"文件和版本"标签,下载原始文件夹的内容或通过以下命令行下载 + +.. _[one]: + +- 安装huggingface-hub + +.. code-block:: shell + + pip install huggingface-hub + +- 下载文件 + +.. code-block:: shell + + huggingface-cli download meta-llama/Meta-Llama-3-8B-Instruct --include “original/*” --local-dir meta-llama/Meta-Llama-3-8B-Instruct + +以上两种方法国内用户可能无法完成,下面推荐 **国内用户** 的获取模型的方式 + +hf-mirror +------------------- + +国内用户主要获取模型的方式是hf-mirror,它是huggingface平台的镜像网站, 提供了一个备用的域名来访问Huggingface的资源和功能, +以Qwen2-7B-Instruct为例(Meta-Llama-3-8B-Instruct同样需要获取license,不方便国内用户, 这里用Qwen2代替说明), 共有三种方法,下面依次进行介绍 + +直接下载 +<<<<<<<<<<<<<<< + +点击模型的下的 **↓** 图标进行文件下载,如下 + +.. figure:: ./images/downloadfile.png + :align: center + +修改镜像源 +<<<<<<<<<<<<<<<<<< + +- 修改环境变量HF_ENDPOINT,该变量会替换huggingface.co域名 + +.. code-block:: shell + :linenos: + + # 临时生效 + export HF_ENDPOINT=https://hf-mirror.com + # 永久生效 + echo export HF_ENDPOINT=https://hf-mirror.com >> ~/.bashrc + +- 使用huggingface_hub从镜像仓库直接下载 +- :ref:`安装huggingface-hub <[one]>` + +.. code-block:: python + :linenos: + + # huggingface_hub下载单个文件 + from huggingface_hub import hf_hub_download + hf_hub_download(repo_id="Qwen/Qwen2-7B-Instruct", filename="config.json", cache_dir="./your/path/Qwen") + + # huggingface_hub下载整个项目 + from huggingface_hub import snapshot_download + snapshot_download(repo_id="Qwen/Qwen2-7B-Instruct", cache_dir="./your/path/Qwen") + +git lfs +<<<<<<<<<<<<<<<<<<< + +使用以下命令clone模型 + +.. code-block:: shell + :linenos: + + # Make sure you have git-lfs installed (https://git-lfs.com) + git lfs install + + git clone https://hf-mirror.com/Qwen/Qwen2-7B-Instruct + + # If you want to clone without large files - just their pointers + # GIT_LFS_SKIP_SMUDGE=1 git clone https://hf-mirror.com/Qwen/Qwen2-7B-Instruct + + +以上任意一种即可完成模型的获取,保存在本地路径后可以进行 `微调预训练模型 <./fine-tune.html>`_ 和 `推理 <./inference.html>`_ 等操作 \ No newline at end of file diff --git a/sources/transformers/quick_start.rst b/sources/transformers/quick_start.rst new file mode 100644 index 0000000..4785d1d --- /dev/null +++ b/sources/transformers/quick_start.rst @@ -0,0 +1,131 @@ +快速开始 +============ + +.. note:: + + 阅读本篇前,请确保已按照 :doc:`安装指南 <./install>` 准备好昇腾环境及transformers! + + +本文以Meta-Llama-3-8B-Instruct模型为例,介绍如何通过transformers使用模型进行推理, +针对模型推理transformers提供了 AutoModelForCausalLM_,pipeline_ 两种方式,下面将介绍这两种接口的使用 + +.. note:: + +以下模型用到了Meta-Llama-3-8B-Instruct, 具体可以参考 `模型获取 <./modeldownload.html>`_ + +AutoModelForCausalLM +----------------------------------------------- + +.. code-block:: python + :linenos: + + import torch + import torch_npu + from transformers import AutoModelForCausalLM, AutoTokenizer + + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + device = "npu:0" if torch.npu.is_available() else "cpu" + + tokenizer = AutoTokenizer.from_pretrained(model_id) + model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + ).to(device) + + +pipeline +------------------------- + +.. code-block:: python + :linenos: + + import transformers + import torch + import torch_npu + + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + device = "npu:0" if torch.npu.is_available() else "cpu" + + pipeline = transformers.pipeline( + "text-generation", + model=model_id, + model_kwargs={"torch_dtype": torch.bfloat16}, + device=device, + ) + + +全流程 +---------- + +.. code-block:: python + :linenos: + + from transformers import AutoTokenizer, AutoModelForCausalLM + import torch + import torch_npu + + #如果提前下载好模型将meta-llama/Meta-Llama-3-8B-Instruct更换为本地地址 + model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + device = "npu:0" if torch.npu.is_available() else "cpu" # 指定使用的设备为 NPU 0 + + # 加载预训练的分词器 + tokenizer = AutoTokenizer.from_pretrained(model_id) + + # 加载预训练的语言模型, 并指定数据类型为bfloat16, 自动选择设备映射 + model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + ).to(device) # 将模型移动到指定的设备 + + # 定义消息列表,包含系统消息和用户消息 + messages = [ + {"role": "system", "content": "You are a housekeeper chatbot who always responds in polite expression!"}, + {"role": "user", "content": "Who are you? what should you do?"}, + ] + + # 使用分词器将消息列表应用到聊天模板中,并转换为张量 + input_ids = tokenizer.apply_chat_template( + messages, + add_generation_prompt=True, + return_tensors="pt" # 返回 PyTorch 张量 + ).to(model.device) + + + # 定义终止标记,包括模型的结束标记 ID 和一个空标记 ID + terminators = [ + tokenizer.eos_token_id, + tokenizer.convert_tokens_to_ids("<|eot_id|>") + ] + + # 生成响应 + outputs = model.generate( + input_ids, + max_new_tokens=256, # 设置生成的最大token + eos_token_id=terminators, + do_sample=True, + temperature=0.6, # 设置采样温度,影响生成的多样性 + top_p=0.9, + ) + + # 获取生成的响应,排除输入的部分 + response = outputs[0][input_ids.shape[-1]:] + print(tokenizer.decode(response, skip_special_tokens=True)) + +输出示例 + +.. code-block:: shell + :linenos: + + Good day to you! My name is Housekeeper Helen, and I'm delighted to introduce myself as a friendly and efficient chatbot designed to assist with household tasks and provide helpful information. + As a housekeeper, my primary role is to ensure your home is tidy, organized, and comfortable. I'd be happy to help with: + + * Cleaning and organization tips + * Household chore schedules + * Laundry and ironing guidance + * Home maintenance advice + * And any other domestic-related queries you may have! + + Please feel free to ask me any questions or request my assistance with a specific task. I'm here to help make your life easier and your home sparkle! + From dde73fb8f6f67d00ab18d29c04df9ea0ceb2e60a Mon Sep 17 00:00:00 2001 From: sjh Date: Tue, 16 Jul 2024 15:28:42 +0800 Subject: [PATCH 3/5] modify inference.rst --- sources/transformers/fine-tune.rst | 72 ++++++--- sources/transformers/images/downloadfile.png | Bin 113828 -> 0 bytes sources/transformers/images/downloadmodel.png | Bin 0 -> 84549 bytes sources/transformers/images/train.png | Bin 18650 -> 0 bytes sources/transformers/inference.rst | 150 ++++++++++++++---- sources/transformers/install.rst | 21 ++- sources/transformers/modeldownload.rst | 52 +++--- sources/transformers/quick_start.rst | 8 +- 8 files changed, 218 insertions(+), 85 deletions(-) delete mode 100644 sources/transformers/images/downloadfile.png create mode 100644 sources/transformers/images/downloadmodel.png delete mode 100644 sources/transformers/images/train.png diff --git a/sources/transformers/fine-tune.rst b/sources/transformers/fine-tune.rst index b0b4124..e520f20 100644 --- a/sources/transformers/fine-tune.rst +++ b/sources/transformers/fine-tune.rst @@ -6,7 +6,7 @@ 阅读本篇前,请确保已按照 :doc:`安装指南 <./install>` 准备好昇腾环境及transformers! 大模型微调本质是利用特定领域的数据集对已预训练的大模型进行进一步训练的过程。它旨在优化模型在特定任务上的性能,使模型能够更好地适应和完成特定领域的任务。 -本文通过使用transformers库在选定相关数据集和预训练模型的基础上,设置合适的超参数并对模型进行必要的调整等步骤,实现对模型的微调。 +本文在使用transformers库选定相关数据集和预训练模型的基础上,通过超参数调优完成对模型的微调。 前置准备 ----------------- @@ -22,14 +22,16 @@ 加载数据集 <<<<<<<<<<<<<<<<<<< -模型训练需要数据集,这里以 `Yelp Reviews dataset `_ 为例 +模型训练需要使用数据集,这里使用 `Yelp Reviews dataset `_ : .. code-block:: python :linenos: from datasets import load_dataset + # load_dataset 会自动下载数据集并将其保存到本地路径中 dataset = load_dataset("yelp_review_full") + #输出数据集的第100条数据 dataset["train"][100] 输出如下: @@ -47,7 +49,11 @@ in my party needs to avoid illness from low blood sugar. Perhaps I should go back to the racially biased service of Steak n Shake instead!'} -数据集加载需要使用AuToTokenizer, 它可以根据规则将文本拆分为标记,并转换为张量作为模型输入,下面用到了Meta-Llama-3-8B-Instruct模型, 具体获取可以转至 `模型获取 <./modeldownload.html>`_,以下是一个示例 +预处理数据集 +<<<<<<<<<<<<<<<<< + +预处理数据集需要使用AutoTokenizer,它用来自动获取与模型匹配的分词器,分词器根据规则将文本拆分为标记,并转换为张量作为模型输入, +下面用到了Meta-Llama-3-8B-Instruct模型,下载模型请转至 `模型获取 <./modeldownload.html>`_,以下是一个示例: .. code-block:: python :linenos: @@ -55,6 +61,7 @@ from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct") + #使用分词器处理文本 encoded_input = tokenizer("Do not meddle in the affairs of wizards, for they are subtle and quick to anger.") print(encoded_input) @@ -65,8 +72,7 @@ {'input_ids': [128000, 5519, 539, 1812, 91485, 304, 279, 22747, 315, 89263, 11, 369, 814, 527, 27545, 323, 4062, 311, 19788, 13], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]} - -接着使用dataset.map方法对数据集进行预处理 +接着使用dataset.map方法对数据集进行预处理: .. code-block:: python :linenos: @@ -76,7 +82,7 @@ tokenized_datasets = dataset.map(tokenize_function, batched=True) -初次进行预处理需要一定时间,内容如下 +初次进行预处理需要一定时间,内容如下: .. code-block:: shell :linenos: @@ -86,7 +92,7 @@ Map: 100%|████████████████████████████████████████████████████████████████████████| 650000/650000 [03:27<00:00, 3139.47 examples/s] Map: 100%|██████████████████████████████████████████████████████████████████████████| 50000/50000 [00:15<00:00, 3156.92 examples/s] -训练全部的数据集会耗费更长的时间,根据下面将其划分为一个小的训练集和验证集,提高训练速度 +训练全部的数据集会耗费更长的时间,通常将其划分为较小的训练集和验证集,以提高训练速度: .. code-block:: python :linenos: @@ -104,6 +110,8 @@ 加载模型 <<<<<<<<< +使用AutoModelForCausalLM将自动加载模型: + .. code-block:: python :linenos: @@ -111,36 +119,49 @@ model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct") -训练超参数及评估 +超参数调优 <<<<<<<<<<<<<<<<<<<<< -TrainingArguments类包含可以调整的所有超参数以及用于激活不同训练选项的标志,这里使用默认训练超参数 +超参数调优用于激活不同训练选项的标志,它定义了关于模型的更高层次的概念,例如模型复杂程度或学习能力,下边使用TrainingArguments类来加载: .. code-block:: python :linenos: - import numpy as np + from transformers import TrainingArguments + + training_args = TrainingArguments(output_dir="test_trainer", eval_strategy="epoch") + +模型评估 +<<<<<<<<<<<<< + +模型评估用于衡量模型在给定数据集上的表现,包括准确率,完全匹配速率,平均并交集点等,下面是使用方式: + +.. code-block:: python + :linenos: + + import import sklearn import evaluate - from transformers import TrainingArguments, Trainer metric = evaluate.load("accuracy") + #计算预测的准确性,并将预测传递给compute def compute_metrics(eval_pred): logits, labels = eval_pred predictions = np.argmax(logits, axis=-1) return metric.compute(predictions=predictions, references=labels) - training_args = TrainingArguments(output_dir="test_trainer", eval_strategy="epoch") Trainer <<<<<<< -使用已加载的模型、训练参数、训练和测试数据集以及评估函数创建一个Trainer对象,并调用train()来微调模型 +使用已加载的模型、训练参数、训练和测试数据集以及评估函数创建一个Trainer对象,并调用trainer.train()来微调模型: .. code-block:: python :linenos: + from transformers import Trainer + trainer = Trainer( model=model, args=training_args, @@ -151,10 +172,8 @@ Trainer trainer.train() -.. figure:: ./images/train.png - :align: center -全流程展示 +预训练全流程 ------------------- .. code-block:: python @@ -165,7 +184,7 @@ Trainer import numpy as np import sklearn import evaluate - from transformers import AutoModelForCausalLM, AutoTokenizer, TrainingArguments, Trainer + from transformers import AutoModelForCausalLM, AutoTokenizer, Trainer, TrainingArguments from datasets import load_dataset model_id = "meta-llama/Meta-Llama-3-8B-Instruct" @@ -211,4 +230,21 @@ Trainer trainer.train() -至此,便可完成简单的模型微调 + +训练完成后得到以下结果: + +.. code-block:: shell + :linenos: + + |█████████████████████████████████| [375/375 06:21, Epoch 3/3] + + ===== ============= =============== ====== + Epoch Training Loss Validation Loss Accuracy + ===== ============= =============== ====== + 1 No log 1.155628 0.499000 + 2 No log 0.994618 0.574000 + 3 No log 1.026123 0.590000 + ===== ============= =============== ====== + + TrainOutput(global_step=375, training_loss=1.0557311197916666, metrics={'train_runtime': 384.55, 'train_samples_per_second': 7.801, + 'train_steps_per_second': 0.975, 'total_flos': 789354427392000.0, 'train_loss': 1.0557311197916666, 'epoch': 3.0}) diff --git a/sources/transformers/images/downloadfile.png b/sources/transformers/images/downloadfile.png deleted file mode 100644 index e333bec6337088f8d07df59e9f693fbdcacd5518..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 113828 zcmeEtS6EZswzi6jh=7QKNK;Uet|%ZSfC?gAq)A7r)X+QQM_*%%H|(W`65Yic7f+o!MW_5i;nk^A zXF;buK-GlE%+nLaOW<<9eroUwcPGEi_f>*j?s zyI0She)3(-SKz(X7v;N$y)p^Q-eXar9Hl%O$x1e@lAnFSg`S}iW8h;#byMg;TeY`` zgR^t=N<8x$8tRRA;CEc#8Rn_CsSZvbp8}tf`|D?5FP6IYSE5lc*QJuvj;GkZpZ_mk zm}BvNx~yV%0nZ99Y#STPY|VdL>h$qD0+j;p@_>Q@i}*V_bE@%E|MBI)$aXV5MDo+u zj4;XkuNky|6Y@{GYD2j&%nr_8I(74}psKXaW9u8$ZNm1P&3F9gGaPTeWdU&zzsr^| z9EA|5o9~cMpS**7mpe;(Z`vj|&$Z2PK#gU1uX;>HZr)=U?H3Y@QhoB93EvbAy|ACx 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-本文推理以transformers的pipeline为中心进行介绍,在推理阶段,训练好的模型被用于对新的、未见过的数据进行预测或分类。大型模型在推理阶段可以处理各种类型的输入,并输出相应的预测结果。推理可以在生产环境中进行,对图像、语音或文本进行分类,也可以用于语言生成、翻译等。 +在推理阶段,训练好的模型被用于对图像、语音或文本进行分类,也可以用于语言生成、翻译等。 + +本文的模型推理以transformers的pipeline为中心进行介绍,pipelines可以自动加载模型和能够进行任务推理的预处理类,使任何模型进行任何语言、计算机视觉、语音以及多模态任务的推理变得非常简单。 + +pipeline 抽象类 +------------------ + +pipeline 抽象类是所有其他 pipeline 的封装,可以像其他任何 pipeline 一样实例化。 + +pipeline 参数由 task、tokenizer、model、optional 组成: + +- task 将确定返回哪一个 pipeline,比如 text-classification 将会返回 TextClassificationPipeline,image-to-image 将会返回 ImageToImagePipeline。 + +- tokenizer分词器是用来将输入进行编码,str或者PreTrainedTokenizer,如果未提供将使用model参数,如果model也未提供或者非str,将使用config参数,如果config参数也未提供或者非str,将提供task的默认tokenizer。 + +- model是模型,str或者PreTrainedModel,一般为有.bin模型文件的目录。 + +- optional其他参数包括,config、feature_extractor、device、device_map等。 + pipeline 使用 ---------------------- -以使用pipeline()进行自动语音识别或语音转文本为例 +pipeline适用于音频、计算机视觉、自然语言处理和多模态任务,下面将介绍它在各场景的使用方式。 + +音频 +<<<<<<<<<<<<< -创建pipeline,并输入音频文件 +音频识别 +>>>>>>>>>>>> + +用于提取某些音频中包含的文本,如下创建pipeline,并输入音频文件: .. code-block:: python :linenos: @@ -22,24 +46,80 @@ pipeline 使用 transcriber = pipeline(task="automatic-speech-recognition") transcriber("https://huggingface.co/datasets/Narsil/asr_dummy/resolve/main/mlk.flac") -获得以下结果 + #以下为输出示例 + {'text': 'I HAVE A DREAM BUT ONE DAY THIS NATION WILL RISE UP LIVE UP THE TRUE MEANING OF ITS TREES'} + +文本转音频 +>>>>>>>>>>> -.. code-block:: shell +根据输入文本和可选的其他条件输入生成音频文件: + +.. code-block:: python :linenos: - {'text': 'I HAVE A DREAM BUT ONE DAY THIS NATION WILL RISE UP LIVE UP THE TRUE MEANING OF ITS TREES'} + from transformers import pipeline + + pipe = pipeline(model="suno/bark-small") + output = pipe("Hey it's HuggingFace on the phone!") + + audio = output["audio"] + sampling_rate = output["sampling_rate"] + +计算机视觉 +<<<<<<<<<<<<<<<<< + +图像分类 +>>>>>>>>>>>>>> + +图像分类可以识别图片特征,并给出分类标签和置信度得分: +.. code-block:: python + :linenos: + + from transformers import pipeline + + classifier = pipeline(model="microsoft/beit-base-patch16-224-pt22k-ft22k") + classifier("https://huggingface.co/datasets/Narsil/image_dummy/raw/main/parrots.png") + + #以下为输出示例 + [{'score': 0.442, 'label': 'macaw'}, {'score': 0.088, 'label': 'popinjay'}, {'score': 0.075, 'label': 'parrot'}, {'score': 0.073, 'label': 'parodist, lampooner'}, {'score': 0.046, 'label': 'poll, poll_parrot'}] -文本推理 -------------------- +图像转图像 +>>>>>>>>>>>>> -文本推理可以根据标签对文本进行分类 +它可以将图像根据信息生成新图像,以下示例通过图像超分辨率模型将低分辨率图像放大并增强其细节,使其看起来更清晰: + +.. code-block:: python + :linenos: + + from PIL import Image + import requests + from transformers import pipeline + + upscaler = pipeline("image-to-image", model="caidas/swin2SR-classical-sr-x2-64") + img = Image.open(requests.get("http://images.cocodataset.org/val2017/000000039769.jpg", stream=True).raw) + img = img.resize((64, 64)) + upscaled_img = upscaler(img) #超分辨率处理 + print(img.size) + print(upscaled_img.size) + + #以下为输出示例 + (64, 64) # 输出原图像的尺寸 + (144, 144) # 输出处理后图像的尺寸 + +自然语言处理 +<<<<<<<<<<<<<<<<< + +文本分类 +>>>>>>>>>>>>>>>>>>> + +根据标签对文本进行分类: .. code-block:: shell :linenos: from transformers import pipeline - classifier = pipeline(model="facebook/bart-large-mnli") + classifier = pipeline(model="meta-llama/Meta-Llama-3-8B-Instruct") classifier( "I have a problem with my iphone that needs to be resolved asap!!", candidate_labels=["urgent", "not urgent", "phone", "tablet", "computer"], @@ -47,16 +127,36 @@ pipeline 使用 #以下为输出示例 #{'sequence': 'I have a problem with my iphone that needs to be resolved asap!!', 'labels': ['urgent', 'phone', 'computer', 'not urgent', 'tablet'], 'scores': [0.504, 0.479, 0.013, 0.003, 0.002]} +文本生成 +>>>>>>>>>>>>>>>>> + +根据文本生成对话响应: + +.. code-block:: shell + :linenos: + + from transformers import pipeline + + generator = pipeline(model="HuggingFaceH4/zephyr-7b-beta") + # Zephyr-beta is a conversational model, so let's pass it a chat instead of a single string + generator([{"role": "user", "content": "What is the capital of France? Answer in one word."}], do_sample=False, max_new_tokens=2) + + #以下为输出示例 + [{'generated_text': [{'role': 'user', 'content': 'What is the capital of France? Answer in one word.'}, {'role': 'assistant', 'content': 'Paris'}]}] + 多模态 ----------------------- +<<<<<<<<<<<<<< + +视觉问答 +>>>>>>>>>>>>> -VQA使用图像和关于该图像的问题进行提问,图像可以是URL或图像的本地路径 +VQA使用图像和关于该图像的问题进行提问,图像可以是URL或图像的本地路径: .. code-block:: shell :linenos: from transformers import pipeline - vqa = pipeline(model="impira/layoutlm-document-qa") + vqa = pipeline(model="meta-llama/Meta-Llama-3-8B-Instruct") output = vqa( image="https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png", question="What is the invoice number?", @@ -66,30 +166,18 @@ VQA使用图像和关于该图像的问题进行提问,图像可以是URL或 #以下为输出示例 #[{'score': 0.425, 'answer': 'us-001', 'start': 16, 'end': 16}] -大模型上使用pipeline ------------------------------- +图像转文本 +>>>>>>>>>>>>>>>>>>>> -在大模型上运行pipeline需要用到accelerate +用于预测给定图像的主题: .. code-block:: shell :linenos: - pip install accelerate - -加载模型并获取结果 - -.. code-block:: shell - :linenos: - - import torch - import torch_npu from transformers import pipeline - pipe = pipeline(model="facebook/opt-1.3b", torch_dtype=torch.bfloat16, device_map="npu:0") - output = pipe("tell a cold joke!", do_sample=True, top_p=0.95) - print(output) + captioner = pipeline(model="ydshieh/vit-gpt2-coco-en") + captioner("https://huggingface.co/datasets/Narsil/image_dummy/raw/main/parrots.png") #以下为输出示例 - #[{'generated_text': "tell a cold joke!\nI'll give you one. Are you cold, or are you warm"}] - - + [{'generated_text': 'two birds are standing next to each other '}] diff --git a/sources/transformers/install.rst b/sources/transformers/install.rst index 45ed17a..023c183 100644 --- a/sources/transformers/install.rst +++ b/sources/transformers/install.rst @@ -1,7 +1,7 @@ 安装指南 =========== -本文将介绍如何在昇腾环境下使用transfomers,帮助开发者完成transformers的安装 +本文将介绍如何在昇腾环境下使用transfomers,帮助开发者完成transformers的安装。 .. note:: @@ -10,34 +10,38 @@ 创建虚拟环境 -------------------- -首先需要安装并激活python环境 +首先需要安装并激活python环境: .. code-block:: shell conda create -n your_env_name python=3.10 conda activate your_env_name -同时安装必要库 +同时安装依赖库: .. code-block:: shell - pip install torch torch_npu + # install torch + pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple torch==2.2.0 + + # install torch-npu + pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple torch-npu==2.2.0 安装transformers ---------------------- -直接使用pip命令进行安装 +直接使用pip命令进行安装: .. code-block:: shell - pip install transformers + pip install -i https://pypi.tuna.tsinghua.edu.cn/simple transformers 验证安装 -------------------- .. code-block:: python - from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline + from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline import torch import torch_npu @@ -62,11 +66,12 @@ device=0 if torch.npu.is_available() else -1 ) + #分析句子情感并输出 result = nlp_pipeline("This is a test sentence.") print(result) -如果成功运行并输出下面或类似内容, 则安装成功 +如果成功运行并输出下面内容,则安装成功: .. code-block:: shell diff --git a/sources/transformers/modeldownload.rst b/sources/transformers/modeldownload.rst index e53946e..a5c4bb3 100644 --- a/sources/transformers/modeldownload.rst +++ b/sources/transformers/modeldownload.rst @@ -2,14 +2,14 @@ ============== 本文以Meta-Llama-3-8B-Instruct模型为例,介绍如何进行模型的获取, -该模型获取目前主要有三种方式,Meta官方_,Huggingface_,hf-mirror_, 下面将详细说明这三种获取模型的方法 +该模型获取目前主要有三种方式,Meta官方_,HuggingFace_,hf-mirror_, 下面将详细说明这三种获取模型的方法。 Meta官方 ----------------- -下载模型前需要获取licence,前往 `Meta官网 `_,提供信息获取到许可证,拿到已签名的URL +下载模型前需要获取licence,前往 `Meta官网 `_,提供信息获取到许可证,拿到已签名的URL。 -- 链接类似于下面 +- 链接类似于下面: .. code-block:: shell :linenos: @@ -20,7 +20,7 @@ Meta官方 K2HDNftKT9KLaDG8HHFQmGWuhdTJSvCezJIRKWPtzRf0dohepOiOHOcQW%7Ermo7m6iI595PuoX7o3bVYpFYQf1Syrp05XCr9t2-Rzf8xaIYF5-2vFqELFyFyJys%7E5lA4178elcJcU ImSSokn1IJBARAZ0iLaWDFsuTbvDJmz9j-ccHFJzgDPCMLQjHpK6QfCk4TWGmdyXMg__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1502880093958574 -- 之后进行源码的获取,使用以下命令进行下载并进入到工作目录 +- 之后获取源码,使用以下命令下载并进入到工作目录: .. code-block:: shell :linenos: @@ -28,57 +28,54 @@ Meta官方 git clone https://github.com/meta-llama/llama3.git cd llama3 -- 运行脚本 +- 运行脚本: .. code-block:: python :linenos: ./download.sh -运行时输入上边获取到的URL,即可进行模型的下载 +运行时输入上边获取到的URL,即可进行模型的下载。 -Huggingface +HuggingFace -------------------- -hugging face同样需要获得licence,访问其中一个仓库, - `meta-llama/Meta-Llama-3-8B-Instruct `_ ,接受许可后等待请求获得批准即可 +HuggingFace同样需要获得licence,访问仓库 `meta-llama/Meta-Llama-3-8B-Instruct `_ ,接受许可后等待请求获得批准即可。 -得到权限后,点击"文件和版本"标签,下载原始文件夹的内容或通过以下命令行下载 +得到权限后,点击"文件和版本"标签,下载原始文件夹的内容或通过以下命令行下载: -.. _[one]: - -- 安装huggingface-hub +- 安装huggingface-hub: .. code-block:: shell pip install huggingface-hub -- 下载文件 +- 下载文件: .. code-block:: shell huggingface-cli download meta-llama/Meta-Llama-3-8B-Instruct --include “original/*” --local-dir meta-llama/Meta-Llama-3-8B-Instruct -以上两种方法国内用户可能无法完成,下面推荐 **国内用户** 的获取模型的方式 +以上两种方法国内用户可能无法完成,下面推荐 **国内用户** 的获取模型的方式。 hf-mirror ------------------- -国内用户主要获取模型的方式是hf-mirror,它是huggingface平台的镜像网站, 提供了一个备用的域名来访问Huggingface的资源和功能, -以Qwen2-7B-Instruct为例(Meta-Llama-3-8B-Instruct同样需要获取license,不方便国内用户, 这里用Qwen2代替说明), 共有三种方法,下面依次进行介绍 +hf-mirror是更适合国内用户获取模型的方式,它是HuggingFace平台的镜像网站, 提供了一个备用的域名来访问HuggingFace的资源和功能, +以 `Qwen2-7B-Instruct `_ 为例(Meta-Llama-3-8B-Instruct同样需要获取license,不方便国内用户, 这里用Qwen2代替说明), 共有三种方法,下面依次进行介绍。 直接下载 <<<<<<<<<<<<<<< -点击模型的下的 **↓** 图标进行文件下载,如下 +点击模型的下的 **↓** 图标下载文件,如下: -.. figure:: ./images/downloadfile.png +.. figure:: ./images/image.png :align: center 修改镜像源 <<<<<<<<<<<<<<<<<< -- 修改环境变量HF_ENDPOINT,该变量会替换huggingface.co域名 +- 修改环境变量HF_ENDPOINT,该变量会替换huggingface.co域名: .. code-block:: shell :linenos: @@ -88,8 +85,15 @@ hf-mirror # 永久生效 echo export HF_ENDPOINT=https://hf-mirror.com >> ~/.bashrc -- 使用huggingface_hub从镜像仓库直接下载 -- :ref:`安装huggingface-hub <[one]>` + +- 安装huggingface-hub: + +.. code-block:: shell + + pip install huggingface-hub + + +- 下载文件: .. code-block:: python :linenos: @@ -105,7 +109,7 @@ hf-mirror git lfs <<<<<<<<<<<<<<<<<<< -使用以下命令clone模型 +使用以下命令下载模型: .. code-block:: shell :linenos: @@ -119,4 +123,4 @@ git lfs # GIT_LFS_SKIP_SMUDGE=1 git clone https://hf-mirror.com/Qwen/Qwen2-7B-Instruct -以上任意一种即可完成模型的获取,保存在本地路径后可以进行 `微调预训练模型 <./fine-tune.html>`_ 和 `推理 <./inference.html>`_ 等操作 \ No newline at end of file +使用以上任意一种方式即可完成模型的获取,将模型保存在本地路径后可以进行 `微调预训练模型 <./fine-tune.html>`_ 和 `推理 <./inference.html>`_ 等操作。 \ No newline at end of file diff --git a/sources/transformers/quick_start.rst b/sources/transformers/quick_start.rst index 4785d1d..a1702ff 100644 --- a/sources/transformers/quick_start.rst +++ b/sources/transformers/quick_start.rst @@ -7,11 +7,11 @@ 本文以Meta-Llama-3-8B-Instruct模型为例,介绍如何通过transformers使用模型进行推理, -针对模型推理transformers提供了 AutoModelForCausalLM_,pipeline_ 两种方式,下面将介绍这两种接口的使用 +针对模型推理transformers提供了 AutoModelForCausalLM_,pipeline_ 两种方式,下面将说明这两种接口的使用方式。 .. note:: -以下模型用到了Meta-Llama-3-8B-Instruct, 具体可以参考 `模型获取 <./modeldownload.html>`_ +以下模型用到了Meta-Llama-3-8B-Instruct, 具体可以参考 `模型获取 <./modeldownload.html>`_。 AutoModelForCausalLM ----------------------------------------------- @@ -61,7 +61,7 @@ pipeline .. code-block:: python :linenos: - from transformers import AutoTokenizer, AutoModelForCausalLM + from transformers import AutoModelForCausalLM, AutoTokenizer import torch import torch_npu @@ -113,7 +113,7 @@ pipeline response = outputs[0][input_ids.shape[-1]:] print(tokenizer.decode(response, skip_special_tokens=True)) -输出示例 +输出示例: .. code-block:: shell :linenos: From bcea3aee2d36a957d8113556412756e32e444c30 Mon Sep 17 00:00:00 2001 From: sjh Date: Wed, 17 Jul 2024 17:33:20 +0800 Subject: [PATCH 4/5] add stable-diffusion-webui file --- index.rst | 7 +- sources/sd_webui/images/cat.png | Bin 0 -> 427067 bytes sources/sd_webui/images/catwearhat.png | Bin 0 -> 417577 bytes sources/sd_webui/images/mainparameters.png | Bin 0 -> 117256 bytes sources/sd_webui/images/moreparameters.png | Bin 0 -> 38613 bytes sources/sd_webui/index.rst | 8 ++ sources/sd_webui/install.rst | 76 +++++++++++++++++ sources/sd_webui/quick_start.rst | 94 +++++++++++++++++++++ sources/transformers/modeldownload.rst | 2 +- 9 files changed, 183 insertions(+), 4 deletions(-) create mode 100644 sources/sd_webui/images/cat.png create mode 100644 sources/sd_webui/images/catwearhat.png create mode 100644 sources/sd_webui/images/mainparameters.png create mode 100644 sources/sd_webui/images/moreparameters.png create mode 100644 sources/sd_webui/index.rst create mode 100644 sources/sd_webui/install.rst create mode 100644 sources/sd_webui/quick_start.rst diff --git a/index.rst b/index.rst index f3bdd87..5610fe0 100644 --- a/index.rst +++ b/index.rst @@ -21,6 +21,7 @@ sources/pytorch/index.rst sources/llamafactory/index.rst sources/transformers/index.rst + sources/sd_webui/index.rst .. warning:: @@ -136,11 +137,11 @@

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index 0000000..3e1a9be --- /dev/null +++ b/sources/sd_webui/index.rst @@ -0,0 +1,8 @@ +Stable-Diffusion-WebUI +================== + +.. toctree:: + :maxdepth: 2 + + install.rst + quick_start.rst diff --git a/sources/sd_webui/install.rst b/sources/sd_webui/install.rst new file mode 100644 index 0000000..f65cd6e --- /dev/null +++ b/sources/sd_webui/install.rst @@ -0,0 +1,76 @@ +安装指南 +================== + +本文面向昇腾开发者,帮助开发者完成stable-diffusion-webui在昇腾上的安装 + +.. note:: + + 请确保环境安装了对应的固件和驱动,详情请参考 `快速安装昇腾环境 <../ascend/quick_install.html>`_。 + + +安装miniconda +---------------- + +.. code-block:: shell + :linenos: + + mkdir -p ~/miniconda3 + wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-aarch64.sh -O ~/miniconda3/miniconda.sh + bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3 + rm -rf ~/miniconda3/miniconda.sh + ~/miniconda3/bin/conda init bash + ~/miniconda3/bin/conda init zsh + +使用conda创建环境 +--------------------- + +.. code-block:: shell + :linenos: + + conda create -n python310 python=3.10.6 + conda activate python310 + +安装stable-diffusion-webui +---------------------------------- + +- 自动安装命令如下: + +.. code-block:: shell + :linenos: + + git clone --branch dev https://github.com/AUTOMATIC1111/stable-diffusion-webui.gitcd stable-diffusion-webui + + #此命令将在首次安装时自动在 Ascend 设备上安装 torch 和 torch_npu。 + ./webui.sh --listen --skip-torch-cuda-test --no-half + + +- 手动安装: + +.. code-block:: shell + :linenos: + + # install stable-diffusion-webui + git clone --branch dev https://github.com/AUTOMATIC1111/stable-diffusion-webui.git + cd stable-diffusion-webui + python -m venv venv + source ./venv/bin/activate + pip install torch==2.1.0 torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu + pip install torch_npu==2.1.0 + pip install https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip --prefer-binary + pip install https://github.com/mlfoundations/open_clip/archive/bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b.zip + pip install -U -I --no-deps xformers==0.0.23.post1 + pip install install ngrok + mkdir repositories + git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git stable-diffusion-webui-assets + git -C stable-diffusion-webui-assets checkout 6f7db241d2f8ba7457bac5ca9753331f0c266917 + git clone https://github.com/Stability-AI/stablediffusion.git stable-diffusion-stability-ai + git -C stable-diffusion-stability-ai checkout cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf + git clone https://github.com/Stability-AI/generative-models.git generative-models + git -C generative-models checkout 45c443b316737a4ab6e40413d7794a7f5657c19f + git clone https://github.com/crowsonkb/k-diffusion.git k-diffusion + git -C k-diffusion checkout ab527a9a6d347f364e3d185ba6d714e22d80cb3c + git clone https://github.com/salesforce/BLIP.git BLIP + git -C BLIP checkout 48211a1594f1321b00f14c9f7a5b4813144b2fb9 + pip install -r requirements.txt + pip install -r requirements_npu.txt + diff --git a/sources/sd_webui/quick_start.rst b/sources/sd_webui/quick_start.rst new file mode 100644 index 0000000..0782bac --- /dev/null +++ b/sources/sd_webui/quick_start.rst @@ -0,0 +1,94 @@ +快速开始 +============ + +.. note:: + + 阅读本篇前,请确保已按照 :doc:`安装指南 <./install>` 准备好昇腾环境及stable-diffusion-webui! + + +参数说明 +--------------- + +主要参数 +<<<<<<<<<<<<<< + +.. figure:: ./images/mainparameters.png + :align: center + +- Stable Diffusion checkpoint + +用于更换模型文件,v1-5-pruned-emaonly.safetensors为stable-diffusion-webui的默认模型文件,更换其他模型文件需自行下载。 + +- Prompt + +正面提示词,构成提示词的基础,直接描述想要生成的图像内容、风格、情感等作为元素权重的关键词,让AI更倾向于在绘图中绘制和Prompt的内容相关的元素。 + +- Negative Prompt + +反向提示词,作用与Prompt相反,反向加权的权重关系,减少某些元素出现的频率,从而约束AI的行为。 + +- Generate + +即开始生成图片按钮。 + +其他参数 +<<<<<<<<<<<<<<<< + +.. figure:: ./images/moreparameters.png + :align: center + +- Sampling method + +即采样方法,采样方法本身并没有绝对意义上的优劣之分,只有是否合适这一说: + + + Euler方法,是比较成熟的一种采样方法,效果比较稳定 + + + LMS:这个是最小均方误差算法,这是一个自适应的滤波器。 + + + Heun:这个是建立在欧拉方法基础上的一个在给定初始条件下求解常微分方程的方法。 + + + DPM:这是一个深度学习的PDE(偏微分方程)增强方法。 + +- Sampling Steps + +即采样步长,它并不是越大越好,同样也不是越小越好,太小采样的随机性会很高,太大采样的效率会很低,拒绝概率高。 + +- seed + +seed即为种子,-1时生成一个随机数,这个随机数影响画面的内容,相当于手动初始了神经网络的权重参数,在配合其他相同参数的情况下能得到一个极其类似的结果。 + +- Width & Height + +生成图片的宽和高 + +文生图 +----------------- + +文生图就是根据文字生成图片,主要操作为点击Stable Diffusion checkpoint选择模型,在Prompt和Negative Prompt填入提示词,点击Generate按钮生成图片。 + +以下是根据提示词生成的图片: + +Prompt:a cute cat + +Negative Prompt:deformed, lowres, bad anatomy + +.. figure:: ./images/cat.png + :align: center + +图生图 +-------------------- + +图生图(img2img)是让AI参照现有的图片生图: + +如上传一张真人照片,让AI把他改绘成动漫人物;上传画作线稿,让AI自动上色;上传一张黑白照,让AI把它修复成彩色相片。 + +参数和操作与文生图重叠,这里不在赘述。 + +以下是图片生成的效果: + +Prompt:a cute cat wear a hat + +Negative Prompt:deformed, lowres, bad anatomy + +.. figure:: ./images/catwearhat.png + :align: center diff --git a/sources/transformers/modeldownload.rst b/sources/transformers/modeldownload.rst index a5c4bb3..4e883d8 100644 --- a/sources/transformers/modeldownload.rst +++ b/sources/transformers/modeldownload.rst @@ -69,7 +69,7 @@ hf-mirror是更适合国内用户获取模型的方式,它是HuggingFace平台 点击模型的下的 **↓** 图标下载文件,如下: -.. figure:: ./images/image.png +.. figure:: ./images/downloadmodel.png :align: center 修改镜像源 From d2d522f5033ee46c5f9c1401b3632d2cec64ee63 Mon Sep 17 00:00:00 2001 From: sjh Date: Wed, 17 Jul 2024 17:45:23 +0800 Subject: [PATCH 5/5] modify index.rst --- index.rst | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/index.rst b/index.rst index 5610fe0..cdd1b87 100644 --- a/index.rst +++ b/index.rst @@ -20,7 +20,13 @@ sources/pytorch/index.rst sources/llamafactory/index.rst + sources/accelerate/index.rst sources/transformers/index.rst + sources/onnxruntime/index.rst + sources/open_clip/index.rst + sources/timm/index.rst + sources/Diffusers/index.rst + sources/opencv/index.rst sources/sd_webui/index.rst .. warning::

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