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- library_name: transformers
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- tags: []
 
 
 
 
 
 
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- # Model Card for Model ID
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- <!-- Provide a quick summary of what the model is/does. -->
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- ## Model Details
 
 
 
 
 
 
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- ### Model Description
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- <!-- Provide a longer summary of what this model is. -->
 
 
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- This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- - **Developed by:** [More Information Needed]
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- - **Funded by [optional]:** [More Information Needed]
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- - **Shared by [optional]:** [More Information Needed]
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- - **Model type:** [More Information Needed]
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- - **Language(s) (NLP):** [More Information Needed]
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- - **License:** [More Information Needed]
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- - **Finetuned from model [optional]:** [More Information Needed]
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- ### Model Sources [optional]
 
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- <!-- Provide the basic links for the model. -->
 
 
 
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- - **Repository:** [More Information Needed]
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- - **Paper [optional]:** [More Information Needed]
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- - **Demo [optional]:** [More Information Needed]
 
 
 
 
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- ## Uses
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- <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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- ### Direct Use
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- <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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- [More Information Needed]
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- ### Downstream Use [optional]
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- <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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- [More Information Needed]
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- ### Out-of-Scope Use
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- <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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- [More Information Needed]
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- ## Bias, Risks, and Limitations
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- <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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- [More Information Needed]
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- ### Recommendations
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- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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- ## How to Get Started with the Model
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- Use the code below to get started with the model.
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- [More Information Needed]
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- ## Training Details
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- ### Training Data
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- <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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- [More Information Needed]
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- ### Training Procedure
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- <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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- #### Preprocessing [optional]
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- [More Information Needed]
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- #### Training Hyperparameters
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- - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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- #### Speeds, Sizes, Times [optional]
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- <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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- [More Information Needed]
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- ## Evaluation
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- <!-- This section describes the evaluation protocols and provides the results. -->
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- ### Testing Data, Factors & Metrics
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- #### Testing Data
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- <!-- This should link to a Dataset Card if possible. -->
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- [More Information Needed]
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- #### Factors
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- <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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- [More Information Needed]
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- #### Metrics
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- <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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- ### Results
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- #### Summary
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- ## Model Examination [optional]
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- <!-- Relevant interpretability work for the model goes here -->
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- [More Information Needed]
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- ## Environmental Impact
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- <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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- Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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- - **Hardware Type:** [More Information Needed]
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- - **Hours used:** [More Information Needed]
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- - **Cloud Provider:** [More Information Needed]
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- - **Compute Region:** [More Information Needed]
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- - **Carbon Emitted:** [More Information Needed]
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- ## Technical Specifications [optional]
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- ### Model Architecture and Objective
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- ### Compute Infrastructure
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- #### Hardware
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- #### Software
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- ## Citation [optional]
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- <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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- **BibTeX:**
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- **APA:**
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- ## Glossary [optional]
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- <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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- ## More Information [optional]
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- ## Model Card Authors [optional]
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- ## Model Card Contact
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  ---
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+ language:
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+ - en
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+ - hi
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+ license: llama2
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+ tags:
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+ - multilingual
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+ - instruction-tuning
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+ - llama2
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  ---
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+ # Gajendra
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+ Gajendra is a 7B Hindi-Hinglish-English instruction finetuned model on top of [OpenHathi](https://huggingface.co/sarvamai/OpenHathi-7B-Hi-v0.1-Base).
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/614efbb6ddd8df0d8bfd0a5a/N-6puFrImREYujGP8BXQP.jpeg" alt="Alt Text" width="400" height="400" />
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+ ## Prompt Template
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+ ```
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+ <|im_start|>system
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+ You are a helpful AI assistant created by Bhabha AI.<|im_end|>
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+ |<im_start|>user
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+ {user_prompt}<|im_end|>
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+ |<im_start|>assistant
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+ ```
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+ ## Example Outputs
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+ ```
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+ User: Explain the concept of 'Photosynthesis' in Hindi and also write the equation.
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+ Gajendra: प्रकाश संश्लेषण एक ऐसी प्रक्रिया है जिसके द्वारा पौधे, शैवाल और कुछ बैक्टीरिया सूर्य के प्रकाश, कार्बन डाइऑक्साइड और पानी का उपयोग करके ग्लूकोज और ऑक्सीजन का उत्पादन करते हैं। यह प्रक्रिया मूल रूप से पौधों में क्लोरोप्लास्ट नामक संरचनाओं में होती है।
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+ प्रकाश संश्लेषण के लिए समीकरण हैः
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+ 6 CO2 + 6 H2O + प्रकाश ऊर्जा → C6H12O6 + 6 O2
 
 
 
 
 
 
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+ इस समीकरण में कहा गया है कि प्रकाश ऊर्जा की उपस्थिति में कार्बन डाइऑक्साइड और पानी का उपयोग करके ग्लूकोज का निर्माण किया जाता है, और फिर ग्लूकोज को ऑक्सीजन के साथ मिलाकर सेलुलर श्वसन के लिए ऊर्जा का उत्पादन करने वाले उत्पाद के रूप में ऑक्सीजन छोड़ दिया जाता है।
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+ ```
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+ ```
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+ User: मुझे क्रिकेट के कुछ नियम बताएँ
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+ Gajendra: क्रिकेट एक ऐसा खेल है जो दो टीमों द्वारा खेला जाता है, प्रत्येक में 11 खिलाड़ी होते हैं। खेल का लक्ष्य गेंद को बल्ले से मारकर और फिर गेंद को विकेट के बीच आगे-पीछे मारकर अंक प्राप्त करना है। खेल दो टीमों के बीच खेला जाता है, जिसमें प्रत्येक टीम बारी-बारी से बल्लेबाजी और क्षेत्ररक्षण करती है। खेल की शुरुआत एक सिक्का फ़्लिप करके होती है, जिसके बाद टीम बारी-बारी से बल्लेबाजी और क्षेत्ररक्षण करती है। खेल के दौरान, एक गेंदबाज गेंद फेंकता है, और एक बल्लेबाज गेंद को हिट करने की कोशिश करता है। यदि बल्लेबाज गेंद को मारता है, तो वे रन बनाते हैं, और वे जितनी बार चाहें उतना रन बना सकते हैं। खेल के अंत में, सबसे अधिक रन बनाने वाली टीम जीतती है। खेल में कई अलग-अलग प्रकार के शॉट होते हैं जिन्हें आप ले सकते हैं, जिनमें कवर ड्राइव, कट शॉट और पुल शॉट शामिल हैं। ख��ल का लक्ष्य विकेटों के बीच गेंद को आगे-पीछे मारना है, जबकि अपने विरोधियों को आउट करते हुए भी यथासंभव लंबे समय तक गेंद को हिट करना है।
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+ ```
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+ ```
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+ User: Budget 2024 Announcement: Finance Minister Nirmala Sitharaman is set to unveil the Interim Budget 2024 today, February 1. This marks the conclusive budget of the second term of Prime Minister Narendra Modi's government since the Lok Sabha elections 2024 are scheduled in April-May.
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+ The budget the finance minister will present today will stay valid for the first four months of the new fiscal year that starts in April. Popularly known as an interim Budget, it is technically a vote on account as it seeks Parliament's nod for a grant in advance to meet the Central government's expenditure.
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+ On February 1 at 11 am, the Finance Minister will set the stage for the temporary financial plan until the new government takes over. This will be 6th budget presentation put forth by the finance minister that included five annual and one interim.
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+ Moreover, the comprehensive budget for the fiscal year 2024-2025 will be presented in July. This will be PM Modi government's last budget before the Lok Sabha elections 2024.
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+ The government officials involved in the formulation of the budget will move out of the 'lock-in' period following the official release of the budget on February 1. These measures are taken to maintain strict confidentiality of the final document.
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+ Finance Minister Nirmala Sitharaman's Budget speech will be telecasted live on the official channel of Parliament Sansad TV and Doordarshan.
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+ Yeh budget kitne time k liye valid rhega?
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+ Gajendra: The budget will be valid for the first four months of the new fiscal year that starts in April.
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+ ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ```
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+ User: Bharat mai election kitne saal baad hote hai?
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+ Gajendra: Bharat mein election har 5 saal baad hote hai.
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+ ```
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+ ```
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+ User: Meri tabyat thik nahi hai isliye School se chhuti lene k liye principal ko English mai application likho
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+ Gajendra: Dear Sir/Madam,
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+ I am writing this letter to inform you that I am not feeling well and need to take a leave from school. My doctor advised me to rest and recover at home. I will be back in school as soon as I am feeling better. Thank you for your understanding.
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+ Sincerely,
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+ [Your Name]
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+ ```