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update ShareGPT_90K preprocess

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LiangSong 2023-05-04 08:34:38 +08:00
parent 154456c976
commit dba2e2d680
4 changed files with 13 additions and 13 deletions
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6
README.md
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@ -2,7 +2,7 @@
* @Author: LiangSong(sl12160010@gmail.com) * @Author: LiangSong(sl12160010@gmail.com)
* @Date: 2023-03-10 21:18:35 * @Date: 2023-03-10 21:18:35
* @LastEditors: LiangSong(sl12160010@gmail.com) * @LastEditors: LiangSong(sl12160010@gmail.com)
* @LastEditTime: 2023-04-29 20:29:31 * @LastEditTime: 2023-05-04 08:33:26
* @FilePath: /Open-Llama/README.md * @FilePath: /Open-Llama/README.md
* @Description: * @Description:
* *
@ -252,10 +252,10 @@ Total mult-adds (G): 7.04
- [BelleGroup/train_1M_CN](https://huggingface.co/datasets/BelleGroup/train_1M_CN) - [BelleGroup/train_1M_CN](https://huggingface.co/datasets/BelleGroup/train_1M_CN)
- [BelleGroup/multiturn_chat_0.8M](https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M) - [BelleGroup/multiturn_chat_0.8M](https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M)
- [BelleGroup/school_math_0.25M](https://huggingface.co/datasets/BelleGroup/school_math_0.25M) - [BelleGroup/school_math_0.25M](https://huggingface.co/datasets/BelleGroup/school_math_0.25M)
- [RyokoAI/ShareGPT52K](https://huggingface.co/datasets/RyokoAI/ShareGPT52K) - [anon8231489123/ShareGPT_Vicuna_unfiltered](https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered)
- [Graverman/Instruct-to-Code](https://huggingface.co/datasets/Graverman/Instruct-to-Code) - [Graverman/Instruct-to-Code](https://huggingface.co/datasets/Graverman/Instruct-to-Code)
其中ShareGPT52K数据在datastes的处理有些问题，我们直接下载原数据重新进行了处理。 其中ShareGPT_Vicuna_unfiltered数据在datastes的处理有些问题，我们直接下载原数据重新进行了处理。
我们对原始数据进行了一些预处理，格式如下 我们对原始数据进行了一些预处理，格式如下
``` ```
user: {prompt}\nsystem: {completion}</s> user: {prompt}\nsystem: {completion}</s>

6
README_en.md
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@ -2,7 +2,7 @@
* @Author: LiangSong(sl12160010@gmail.com) * @Author: LiangSong(sl12160010@gmail.com)
* @Date: 2023-03-10 21:18:35 * @Date: 2023-03-10 21:18:35
* @LastEditors: LiangSong(sl12160010@gmail.com) * @LastEditors: LiangSong(sl12160010@gmail.com)
* @LastEditTime: 2023-04-29 20:30:12 * @LastEditTime: 2023-05-04 08:33:45
* @FilePath: /Open-Llama/README_en.md * @FilePath: /Open-Llama/README_en.md
* @Description: * @Description:
* *
@ -266,10 +266,10 @@ We use the currently available seven datasets for Instruction-tuning, and more t
- [BelleGroup/train_1M_CN](https://huggingface.co/datasets/BelleGroup/train_1M_CN) - [BelleGroup/train_1M_CN](https://huggingface.co/datasets/BelleGroup/train_1M_CN)
- [BelleGroup/multiturn_chat_0.8M](https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M) - [BelleGroup/multiturn_chat_0.8M](https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M)
- [BelleGroup/school_math_0.25M](https://huggingface.co/datasets/BelleGroup/school_math_0.25M) - [BelleGroup/school_math_0.25M](https://huggingface.co/datasets/BelleGroup/school_math_0.25M)
- [RyokoAI/ShareGPT52K](https://huggingface.co/datasets/RyokoAI/ShareGPT52K) - [anon8231489123/ShareGPT_Vicuna_unfiltered](https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered)
- [Graverman/Instruct-to-Code](https://huggingface.co/datasets/Graverman/Instruct-to-Code) - [Graverman/Instruct-to-Code](https://huggingface.co/datasets/Graverman/Instruct-to-Code)
The ShareGPT52K dataset has some issues in the datastes processing, so we directly downloaded the original data and reprocessed it. The ShareGPT_Vicuna_unfiltered dataset has some issues in the datastes processing, so we directly downloaded the original data and reprocessed it.
We performed some preprocessing on the original data, with the format as follows: We performed some preprocessing on the original data, with the format as follows:
``` ```

6
data/download_instruct.sh
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@ -3,13 +3,13 @@
# @Author: LiangSong(sl12160010@gmail.com) # @Author: LiangSong(sl12160010@gmail.com)
# @Date: 2023-04-05 23:18:10 # @Date: 2023-04-05 23:18:10
# @LastEditors: LiangSong(sl12160010@gmail.com) # @LastEditors: LiangSong(sl12160010@gmail.com)
# @LastEditTime: 2023-04-05 23:34:30 # @LastEditTime: 2023-05-04 08:24:17
# @FilePath: /Open-Llama/data/download_instruct.sh # @FilePath: /Open-Llama/data/download_instruct.sh
# @Description: # @Description:
# #
# Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. # Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved.
### ###
mkdir data/instruction_data mkdir data/instruction_data
curl -C - --retry 3 'https://huggingface.co/datasets/RyokoAI/ShareGPT52K/resolve/main/sg_90k_part1.json' -o data/sg_90k_part1.json wget -c --tries 3 'https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/HTML_cleaned_raw_dataset/sg_90k_part1_html_cleaned.json' -O data/sg_90k_part1_html_cleaned.json
curl -C - --retry 3 'https://huggingface.co/datasets/RyokoAI/ShareGPT52K/resolve/main/sg_90k_part2.json' -o data/sg_90k_part2.json wget -c --tries 3 'https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/HTML_cleaned_raw_dataset/sg_90k_part2_html_cleaned.json' -O data/sg_90k_part2_html_cleaned.json
python3 data/preprocess_instruction.py python3 data/preprocess_instruction.py

8
data/preprocess_instruction.py
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@ -2,7 +2,7 @@
Author: LiangSong(sl12160010@gmail.com) Author: LiangSong(sl12160010@gmail.com)
Date: 2023-03-30 20:52:10 Date: 2023-03-30 20:52:10
LastEditors: LiangSong(sl12160010@gmail.com) LastEditors: LiangSong(sl12160010@gmail.com)
LastEditTime: 2023-04-05 23:51:16 LastEditTime: 2023-05-04 08:32:04
FilePath: /Open-Llama/data/preprocess_instruction.py FilePath: /Open-Llama/data/preprocess_instruction.py
Description: Description:
@ -145,9 +145,9 @@ write_path = root_dir + "/instruction_data/part-sharegpt_90K-{}.jsonl.zst"
total_num = 0 total_num = 0
file_num = 1 file_num = 1
wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8")
with open("data/sg_90k_part1.json", "r") as fp: with open("{}/sg_90k_part1_html_cleaned.json".format(root_dir), "r") as fp:
data1 = json.load(fp) data1 = json.load(fp)
with open("data/sg_90k_part2.json", "r") as fp: with open("{}/sg_90k_part2_html_cleaned.json".format(root_dir), "r") as fp:
data2 = json.load(fp) data2 = json.load(fp)
data = data1 + data2 data = data1 + data2
for line in data: for line in data:
@ -161,7 +161,7 @@ for line in data:
total_num += 1 total_num += 1
wfp.close() wfp.close()
print( print(
"RyokoAI/ShareGPT52K preprocess done. Total line: {}, Total file: {}".format( "anon8231489123/ShareGPT_Vicuna_unfiltered preprocess done. Total line: {}, Total file: {}".format(
total_num, file_num total_num, file_num
) )
) )