REPOGEO REPORT · LITE
chaoswork/sft_datasets
Default branch master · commit 1dde965b · scanned 6/11/2026, 8:42:51 AM
GitHub: 581 stars · 41 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface chaoswork/sft_datasets, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Add a clear introductory sentence to the README
Why:
CURRENT# 开源SFT数据集整理
COPY-PASTE FIX# 开源SFT数据集整理 这是一个精心整理和持续更新的开源中文SFT(监督微调)数据集索引,旨在为大语言模型(LLM)的训练和研究提供高质量的指令遵循和多轮对话数据集。
- highlicense#2Add a LICENSE file to the repository
Why:
COPY-PASTE FIXCreate a `LICENSE` file in the repository root. For example, for an MIT License, the file content would be: `MIT License Copyright (c) [YEAR] [COPYRIGHT HOLDER] Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.` (Remember to replace `[YEAR]` and `[COPYRIGHT HOLDER]` with appropriate values).
- mediumhomepage#3Add a homepage URL to the repository settings
Why:
COPY-PASTE FIXAdd a relevant URL (e.g., a project page, a blog post, or the GitHub repo URL itself if no external page exists) to the 'Homepage' field in the repository settings.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Hugging Face Datasets · recommended 1×
- CLUE (Chinese Language Understanding Evaluation) Benchmark · recommended 1×
- C-Eval · recommended 1×
- COIG (Chinese Open Instruction Generalist) · recommended 1×
- Belle · recommended 1×
- CATEGORY QUERYWhere can I find diverse Chinese datasets for supervised fine-tuning large language models?you: not recommendedAI recommended (in order):
- Hugging Face Datasets
- CLUE (Chinese Language Understanding Evaluation) Benchmark
- C-Eval
- COIG (Chinese Open Instruction Generalist)
- Belle
- WudaoCorpora
- OpenDataLab
- ChatGLM
- Baichuan
- Qwen
- ACL
- EMNLP
- NAACL
- COLING
- NLPCC
- CCL
- Kaggle
AI recommended 17 alternatives but never named chaoswork/sft_datasets. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat open-source collections provide Chinese instruction-following datasets for LLM training?you: not recommendedAI recommended (in order):
- Belle Datasets
- Firefly Datasets
- COIG Datasets
- MOSS-003-SFT Dataset
- PCL-Instruction
AI recommended 5 alternatives but never named chaoswork/sft_datasets. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of chaoswork/sft_datasets?passAI named chaoswork/sft_datasets explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts chaoswork/sft_datasets in production, what risks or prerequisites should they evaluate first?passAI named chaoswork/sft_datasets explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo chaoswork/sft_datasets solve, and who is the primary audience?passAI named chaoswork/sft_datasets explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of chaoswork/sft_datasets. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/chaoswork/sft_datasets)<a href="https://repogeo.com/en/r/chaoswork/sft_datasets"><img src="https://repogeo.com/badge/chaoswork/sft_datasets.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
chaoswork/sft_datasets — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite