- Model Card for [模型名稱]
- Model Details
- Uses
- 模型已知限制及不適用情境(Known Limitations and Out-of-Scope Use)
- Bias, Risks, and Limitations(選填,補充技術細節用)
- How to Get Started with the Model
- Training Details
- Evaluation
- Environmental Impact(選填)
- Technical Specifications(選填)
- Citation(選填)
- Glossary(選填)
- More Information(選填)
- Model Card Authors(選填)
- Model Card Contact
Model Card for [模型名稱]
[待補:一到兩句話說明這個模型是什麼、解決什麼問題]
Model Details
Model Description
[待補:更詳細的模型說明]
- 開發單位: [待補]
- 資助單位(選填): [待補]
- 模型類型: [待補]
- 支援語言: [待補]
- 授權條款: [待補]
- 微調自(選填): [待補:若非微調模型可刪除此欄]
Model Sources
- 程式碼倉庫: [待補]
- 論文(選填): [待補]
- Demo(選填): [待補]
Uses
Direct Use
[待補:不需額外訓練或串接,直接使用模型的情境]
Downstream Use(選填)
[待補:此模型被微調或嵌入到其他系統時的使用情境]
模型已知限制及不適用情境(Known Limitations and Out-of-Scope Use)
已知限制(Limitations)
[待補:模型已知的技術與社會性限制,例如特定情境、族群、語言/腔調下表現較差,或資料偏誤可能帶來的風險]
不適用情境(Out-of-Scope Use)
[待補:哪些情境不建議使用此模型,例如超出訓練範圍的任務、高風險決策情境]
建議事項(Recommendations)
使用者(含直接使用與下游應用)應了解此模型的風險、偏誤與限制。[待補:進一步的緩解建議]
Bias, Risks, and Limitations(選填,補充技術細節用)
[待補:若需要更詳細的技術性偏誤分析,可在此補充;一般情況下,上方「模型已知限制及不適用情境」已足以涵蓋檢核表要求]
How to Get Started with the Model
# [待補:最小可執行的推論範例程式碼]
Training Details
Training Data
[待補:訓練資料來源、授權、資料量;若涉及個資/敏感資料需說明處理方式,可連結至對應的 Dataset Card]
Training Procedure
Preprocessing(選填)
[待補]
Training Hyperparameters
- Training regime: [待補](fp32/fp16 mixed precision/bf16 等)
Speeds, Sizes, Times(選填)
[待補:吞吐量、訓練起訖時間、checkpoint 大小等]
Evaluation
Testing Data, Factors & Metrics
Testing Data
[待補]
Factors
[待補:評測時拆分的子群體或面向,例如依語言、依任務類型]
Metrics
[待補:使用的評測指標與選用原因]
Results
| [待補:比較項目] | [待補:資料集] | [待補:指標] | [待補:分數] |
|---|---|---|---|
| 本模型 | |||
| 基準模型(供比較) |
Summary
[待補:評測結果的文字總結]
Environmental Impact(選填)
- Hardware Type: [待補]
- Hours used: [待補]
- Cloud Provider: [待補]
- Compute Region: [待補]
- Carbon Emitted: [待補]
Technical Specifications(選填)
Model Architecture and Objective
[待補]
Compute Infrastructure
Hardware
[待補]
Software
[待補]
Citation(選填)
BibTeX:
@software{...,
title = {...},
author = {...},
year = {...},
howpublished = {...}
}
APA:
[待補]
Glossary(選填)
[待補:模型卡中需要額外解釋的專有名詞]
More Information(選填)
[待補]
Model Card Authors(選填)
[待補]
Model Card Contact
[待補]
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