RRepoGEO

REPOGEO REPORT · LITE

SCIR-HI/Huatuo-Llama-Med-Chinese

Default branch main · commit ff5e63e5 · scanned 5/25/2026, 6:37:42 AM

GitHub: 4,967 stars · 499 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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 SCIR-HI/Huatuo-Llama-Med-Chinese, 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.

OVERALL DIRECTION
  • highreadme#1
    Clarify README's opening to emphasize models, datasets, and medical QA applications

    Why:

    CURRENT
    本项目开源了经过中文医学指令精调/指令微调(Instruction-tuning) 的大语言模型集，包括LLaMA、Alpaca-Chinese、Bloom、活字模型等。我们基于医学知识图谱以及医学文献，结合ChatGPT API构建了中文医学指令微调数据集，并以此对各种基模型进行了指令微调，提高了基模型在医疗领域的问答效果。
    COPY-PASTE FIX
    本项目开源了**一系列**经过中文医学指令精调/指令微调(Instruction-tuning) 的大语言模型集，包括LLaMA、Alpaca-Chinese、Bloom、活字模型等。**我们还提供了**基于医学知识图谱以及医学文献，结合ChatGPT API构建的中文医学指令微调数据集。这些资源旨在提高基模型在医疗领域的问答效果，**并特别适用于构建高效、准确的中文医学问答系统及其他医疗AI应用。**
  • mediumtopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    aidoctor, bloom, chinese, huozi, llama, llm, medgpt, medical, medqa, nlp
    COPY-PASTE FIX
    aidoctor, bloom, chinese, huozi, instruction-tuning, llama, llm, medical, medical-llm, medgpt, medqa, nlp
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://[your-project-homepage-url]

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.

Recall
0 / 2
0% of queries surface SCIR-HI/Huatuo-Llama-Med-Chinese
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGLM-6B
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGLM-6B · recommended 1×
  2. ChatGLM2-6B · recommended 1×
  3. ChatGLM3-6B · recommended 1×
  4. Baichuan2-7B · recommended 1×
  5. Baichuan2-13B · recommended 1×
  • CATEGORY QUERY
    Which large language models are best for Chinese medical question answering applications?
    you: not recommended
    AI recommended (in order):
    1. ChatGLM-6B
    2. ChatGLM2-6B
    3. ChatGLM3-6B
    4. Baichuan2-7B
    5. Baichuan2-13B
    6. Baichuan2-53B
    7. Qwen-7B
    8. Qwen-14B
    9. Qwen-72B
    10. Pangu-Σ
    11. ERNIE 3.0 Titan
    12. ERNIE Bot
    13. LLaMA 2
    14. GPT-4

    AI recommended 14 alternatives but never named SCIR-HI/Huatuo-Llama-Med-Chinese. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to instruction-tune language models effectively with specialized Chinese medical knowledge?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers (huggingface/transformers)
    2. PEFT (huggingface/peft)
    3. DeepSpeed (microsoft/DeepSpeed)
    4. FSDP
    5. OpenAI API
    6. Azure OpenAI Service
    7. Alpaca-LoRA
    8. LLaMA-Factory (hiyouga/LLaMA-Factory)
    9. PaddlePaddle (PaddlePaddle/Paddle)
    10. PaddleNLP (PaddlePaddle/PaddleNLP)
    11. Lit-GPT (Lightning-AI/lit-gpt)

    AI recommended 11 alternatives but never named SCIR-HI/Huatuo-Llama-Med-Chinese. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

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 SCIR-HI/Huatuo-Llama-Med-Chinese?
    pass
    AI did not name SCIR-HI/Huatuo-Llama-Med-Chinese — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts SCIR-HI/Huatuo-Llama-Med-Chinese in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SCIR-HI/Huatuo-Llama-Med-Chinese 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 SCIR-HI/Huatuo-Llama-Med-Chinese solve, and who is the primary audience?
    pass
    AI did not name SCIR-HI/Huatuo-Llama-Med-Chinese — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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SCIR-HI/Huatuo-Llama-Med-Chinese — 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