From ce535629ca227bc7d11e1ce5ad79bab8b9c3a2dc Mon Sep 17 00:00:00 2001 From: KMnO4-zx <1021385881@qq.com> Date: Wed, 18 Jun 2025 16:26:33 +0800 Subject: [PATCH] =?UTF-8?q?docs(chapter5):=20=E6=9B=B4=E6=96=B0=E6=A8=A1?= =?UTF-8?q?=E5=9E=8B=E6=96=87=E6=A1=A3=E5=B9=B6=E6=B7=BB=E5=8A=A0=E6=95=B0?= =?UTF-8?q?=E6=8D=AE=E5=A4=84=E7=90=86=E8=84=9A=E6=9C=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 更新LLaMA2模型文档,修正图片引用和编号 - 添加Attention结构示意图 - 新增数据处理脚本download_dataset.sh和deal_dataset.py - 优化文档中的代码示例说明 --- .../code/{download.py => deal_dataset.py} | 37 +++++++----------- docs/chapter5/code/download_dataset.sh | 20 ++++++++++ docs/chapter5/第五章 动手搭建大模型.md | 19 ++++++--- docs/images/5-images/Attention.png | Bin 0 -> 178723 bytes 4 files changed, 47 insertions(+), 29 deletions(-) rename docs/chapter5/code/{download.py => deal_dataset.py} (54%) create mode 100644 docs/chapter5/code/download_dataset.sh create mode 100644 docs/images/5-images/Attention.png diff --git a/docs/chapter5/code/download.py b/docs/chapter5/code/deal_dataset.py similarity index 54% rename from docs/chapter5/code/download.py rename to docs/chapter5/code/deal_dataset.py index 50c2aaf..8d5c049 100644 --- a/docs/chapter5/code/download.py +++ b/docs/chapter5/code/deal_dataset.py @@ -1,32 +1,24 @@ -import os -from tqdm import tqdm +import os import json +from tqdm import tqdm -# 设置环境变量 -os.environ['HF_ENDPOINT'] = 'https://hf-mirror.com' - - -# 下载预训练数据集 -os.system("modelscope download --dataset ddzhu123/seq-monkey mobvoi_seq_monkey_general_open_corpus.jsonl.tar.bz2 --local_dir your_local_dir") -# 解压预训练数据集 -os.system("tar -xvf your_local_dir/mobvoi_seq_monkey_general_open_corpus.jsonl.tar.bz2 -C your_local_dir") - -# 下载SFT数据集 -os.system(f'huggingface-cli download --repo-type dataset --resume-download BelleGroup/train_3.5M_CN --local-dir BelleGroup') - +# pretrain_data 为运行download_dataset.sh时,下载的pretrain_data本地路径 +pretrain_data = 'your local pretrain_data' +output_pretrain_data = 'seq_monkey_datawhale.jsonl' +# sft_data 为运行download_dataset.sh时,下载的sft_data本地路径 +sft_data = 'your local sft_data' +output_sft_data = 'BelleGroup_sft.jsonl' # 1 处理预训练数据 def split_text(text, chunk_size=512): """将文本按指定长度切分成块""" return [text[i:i+chunk_size] for i in range(0, len(text), chunk_size)] -input_file = 'mobvoi_seq_monkey_general_open_corpus.jsonl' - -with open('seq_monkey_datawhale.jsonl', 'a', encoding='utf-8') as pretrain: - with open(input_file, 'r', encoding='utf-8') as f: +with open(output_pretrain_data, 'a', encoding='utf-8') as pretrain: + with open(pretrain_data, 'r', encoding='utf-8') as f: data = f.readlines() - for line in tqdm(data, desc=f"Processing lines in {input_file}", leave=False): # 添加行级别的进度条 + for line in tqdm(data, desc=f"Processing lines in {pretrain_data}", leave=False): # 添加行级别的进度条 line = json.loads(line) text = line['text'] chunks = split_text(text) @@ -34,7 +26,6 @@ with open('seq_monkey_datawhale.jsonl', 'a', encoding='utf-8') as pretrain: pretrain.write(json.dumps({'text': chunk}, ensure_ascii=False) + '\n') # 2 处理SFT数据 - def convert_message(data): """ 将原始数据转换为标准格式 @@ -49,10 +40,10 @@ def convert_message(data): message.append({'role': 'assistant', 'content': item['value']}) return message -with open('BelleGroup_sft.jsonl', 'a', encoding='utf-8') as sft: - with open('BelleGroup/train_3.5M_CN.json', 'r') as f: +with open(output_sft_data, 'a', encoding='utf-8') as sft: + with open(sft_data, 'r') as f: data = f.readlines() for item in tqdm(data, desc="Processing", unit="lines"): item = json.loads(item) message = convert_message(item['conversations']) - sft.write(json.dumps(message, ensure_ascii=False) + '\n') + sft.write(json.dumps(message, ensure_ascii=False) + '\n') \ No newline at end of file diff --git a/docs/chapter5/code/download_dataset.sh b/docs/chapter5/code/download_dataset.sh new file mode 100644 index 0000000..9a2892c --- /dev/null +++ b/docs/chapter5/code/download_dataset.sh @@ -0,0 +1,20 @@ +#!/bin/bash + +# 设置环境变量 +export HF_ENDPOINT=https://hf-mirror.com + +# dataset dir 下载到本地目录 +dataset_dir="your local dataset dir" + +# 下载预训练数据集 +modelscope download --dataset ddzhu123/seq-monkey mobvoi_seq_monkey_general_open_corpus.jsonl.tar.bz2 --local_dir ${dataset_dir} + +# 解压预训练数据集 +tar -xvf "${dataset_dir}/mobvoi_seq_monkey_general_open_corpus.jsonl.tar.bz2" -C "${dataset_dir}" + +# 下载SFT数据集 +huggingface-cli download \ + --repo-type dataset \ + --resume-download \ + BelleGroup/train_3.5M_CN \ + --local-dir "${dataset_dir}/BelleGroup" \ No newline at end of file diff --git a/docs/chapter5/第五章 动手搭建大模型.md b/docs/chapter5/第五章 动手搭建大模型.md index 9f391ee..c42a156 100644 --- a/docs/chapter5/第五章 动手搭建大模型.md +++ b/docs/chapter5/第五章 动手搭建大模型.md @@ -4,11 +4,11 @@ Meta(原Facebook)于2023年2月发布第一款基于Transformer结构的大型语言模型LLaMA,并于同年7月发布同系列模型LLaMA2。我们在第四章已经学习了解的了LLM,记忆如何训练LLM等等。那本小节我们就来学习,如何动手写一个LLaMA2模型。 -LLaMA2 模型结构如下图5.0所示: +LLaMA2 模型结构如下图5.1所示:
alt text -

图 5.0 LLaMA2结构

+

图 5.1 LLaMA2结构

### 5.1.1 定义超参数 @@ -51,6 +51,8 @@ class ModelConfig(PretrainedConfig): super().__init__(**kwargs) ``` +> 在以下代码中出现 `args` 时,即默认为以上 `ModelConfig` 参数配置。 + 我们来看一下其中的一些超参数的含义,比如`dim`是模型维度,`n_layers`是Transformer的层数,`n_heads`是注意力机制的头数,`vocab_size`是词汇表大小,`max_seq_len`是输入的最大序列长度等等。上面的代码中也对每一个参数做了详细的注释,在后面的代码中我们会根据这些超参数来构建我们的模型。 ### 5.1.2 构建 RMSNorm @@ -111,6 +113,11 @@ torch.Size([1, 50, 768]) 在 LLaMA2 模型中,虽然只有 LLaMA2-70B模型使用了分组查询注意力机制(Grouped-Query Attention,GQA),但我们依然选择使用 GQA 来构建我们的 LLaMA Attention 模块,它可以提高模型的效率,并节省一些显存占用。 +
+ alt text +

图 5.2 LLaMA2 Attention 结构

+
+ #### 5.1.3.1 repeat_kv 在 LLaMA2 模型中,我们需要将键和值的维度扩展到和查询的维度一样,这样才能进行注意力计算。我们可以通过如下代码实现`repeat_kv`: @@ -1330,11 +1337,11 @@ class PretrainDataset(Dataset): return torch.from_numpy(X), torch.from_numpy(Y), torch.from_numpy(loss_mask) ``` -在以上代码和图5.1可以看出,`Pretrain Dataset` 主要是将 `text` 通过 `tokenizer` 转换成 `input_id`,然后将 `input_id` 拆分成 `X` 和 `Y`,其中 `X` 为 `input_id` 的前 n-1 个元素,`Y` 为 `input_id` 的后 n-1 `个元素。loss_mask` 主要是用来标记哪些位置需要计算损失,哪些位置不需要计算损失。 +在以上代码和图5.3可以看出,`Pretrain Dataset` 主要是将 `text` 通过 `tokenizer` 转换成 `input_id`,然后将 `input_id` 拆分成 `X` 和 `Y`,其中 `X` 为 `input_id` 的前 n-1 个元素,`Y` 为 `input_id` 的后 n-1 `个元素。loss_mask` 主要是用来标记哪些位置需要计算损失,哪些位置不需要计算损失。
alt text -

图5.1 预训练损失函数计算

+

图5.3 预训练损失函数计算

图中示例展示了当`max_length=9`时的处理过程: @@ -1417,11 +1424,11 @@ class SFTDataset(Dataset): return torch.from_numpy(X), torch.from_numpy(Y), torch.from_numpy(loss_mask) ``` -在 SFT 阶段,这里使用的是多轮对话数据集,所以就需要区分哪些位置需要计算损失,哪些位置不需要计算损失。在上面的代码中,我使用了一个 `generate_loss_mask` 函数来生成 `loss_mask`。这个函数主要是用来生成 `loss_mask`,其中 `loss_mask` 的生成规则是:当遇到 `|assistant\n` 时,就开始计算损失,直到遇到 `|` 为止。这样就可以保证我们的模型在 SFT 阶段只计算当前轮的对话内容,如图5.2所示。 +在 SFT 阶段,这里使用的是多轮对话数据集,所以就需要区分哪些位置需要计算损失,哪些位置不需要计算损失。在上面的代码中,我使用了一个 `generate_loss_mask` 函数来生成 `loss_mask`。这个函数主要是用来生成 `loss_mask`,其中 `loss_mask` 的生成规则是:当遇到 `|assistant\n` 时,就开始计算损失,直到遇到 `|` 为止。这样就可以保证我们的模型在 SFT 阶段只计算当前轮的对话内容,如图5.4所示。
alt text -

图5.2 SFT 损失函数计算

+

图5.4 SFT 损失函数计算

可以看到,其实 SFT Dataset 和 Pretrain Dataset 的 `X` 和 `Y` 是一样的,只是在 SFT Dataset 中我们需要生成一个 `loss_mask` 来标记哪些位置需要计算损失,哪些位置不需要计算损失。 图中 `Input ids` 中的蓝色小方格就是AI的回答,所以是需要模型学习的地方。所以在 `loss_mask` 中,蓝色小方格对应的位置是黄色,其他位置是灰色。在代码 `loss_mask` 中的 1 对应的位置计算损失,0 对应的位置不计算损失。 diff --git a/docs/images/5-images/Attention.png b/docs/images/5-images/Attention.png new file mode 100644 index 0000000000000000000000000000000000000000..99070f0e8d4236b43a29a0a2853e0676009ffe2d GIT binary patch literal 178723 zcmeGEcUV*D)&~qnQA81taRiiR8O1`CE+tr*85KmNNePJ3ix2^Ukbqq&aTEbV3CbuK zN+?nykf4+(5P~8EBoGCXC;0xA6R^O4ga&>9mENbyHGS>Th#-itE8e=DG;?GJ$}dNjTOf2;~Tc=8|! zRE3lm`mF~3UVHIp4=C_NtMuOrVr0pA5J>Xmmm>$yT=tn7S(AC`=tJ4JY)f9zt#%6dxpT9f-3pn)?R!hMZvFZ6 zD-pVWgg*sm#nQg4rCs7#LwlgEp_l{InP-%8np@2AJx^8us{pQ?Q!diQ0$0oLC0oAz z2HJJB|NC!-doa>10ax-bPNv^}1D&{o`Tn%;=`#x7KfM1qf|9{Xj>w|24 zc;|>VB~uUbHZz&ganyG0^%VcWHwV2$pv|`NUwEF8KEo~SJ)--^PU5}(Z$a4;WX=LBq+eMTjV4Y?G1da zQYsxlWimEbBKrAN(`$v6$qlAkLk?Cb0rGK9%IlUxX@d`NJ*kQz10(d=0Fg~bXhZ{< 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