RRepoGEO

REPOGEO REPORT · LITE

chujiezheng/chat_templates

Default branch main · commit 11c49562 · scanned 6/2/2026, 10:03:17 AM

GitHub: 718 stars · 67 forks

AI VISIBILITY SCORE
35 /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
3 / 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 chujiezheng/chat_templates, 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
    Rephrase the initial 'NOTICE' to clarify ongoing utility

    Why:

    CURRENT
    **NOTICE: I may not update or maintain this repository actively, as I noticed that recent HF LLMs have usually implemented their chat templates in the `tokenizer_config.json` file. I am glad about this common practice and it will definitely facilitate out-of-box use of these powerful models.**
    COPY-PASTE FIX
    **Note on Maintenance:** While many recent Hugging Face LLMs now integrate chat templates directly into their `tokenizer_config.json` files, this repository remains a valuable collection of proper chat templates for a wide range of instruction-tuned LLMs. It serves as a comprehensive reference and provides templates for models that may not yet include this integrated functionality, supporting `transformers`'s `chat_template` feature.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    llm, chat-templates, huggingface, transformers, nlp, prompt-engineering, large-language-models, jinja
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/chujiezheng/chat_templates

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 chujiezheng/chat_templates
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Haystack · recommended 1×
  4. OpenAI Python Library · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    How to correctly format prompts for various large language models using a standard library?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI Python Library
    5. Hugging Face Transformers
    6. Instructor

    AI recommended 6 alternatives but never named chujiezheng/chat_templates. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comprehensive collection of input formats for diverse instruction-tuned models?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Datasets
    2. AlpacaFarm
    3. InstructGPT/ChatGPT
    4. Anthropic's Constitutional AI Datasets
    5. BigScience BLOOMZ & T0 Datasets
    6. Awesome-Instruction-Tuning GitHub Repositories

    AI recommended 6 alternatives but never named chujiezheng/chat_templates. 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 chujiezheng/chat_templates?
    pass
    AI named chujiezheng/chat_templates explicitly

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

  • If a team adopts chujiezheng/chat_templates in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chujiezheng/chat_templates 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 chujiezheng/chat_templates solve, and who is the primary audience?
    pass
    AI named chujiezheng/chat_templates explicitly

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite