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- base_model: unsloth/gemma-2-27b-bnb-4bit
 
 
 
 
 
 
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  library_name: peft
 
 
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  ---
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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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- - **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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- ### Framework versions
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- - PEFT 0.11.1
 
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  ---
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+ license: gemma
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+ datasets:
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+ - lmg-anon/VNTL-v3.1-1k
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+ - lmg-anon/VNTL-Chat
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+ language:
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+ - ja
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+ - en
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  library_name: peft
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+ base_model: google/gemma-2-27b
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+ pipeline_tag: translation
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  ---
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+ # Summary
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+ This is a [Gemma 2 27B](https://huggingface.co/google/gemma-2-27b) qlora trained using a slightly modified version of the [VNTL-v3.1-1k](https://huggingface.co/datasets/lmg-anon/VNTL-v3.1-1k) dataset, concatenated with the [VNTL-Chat](https://huggingface.co/datasets/lmg-anon/VNTL-Chat) dataset.
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+ This was trained mostly with the same hyperparameters as the [VNTL LLaMA 3 8B qlora](https://huggingface.co/lmg-anon/vntl-llama3-8b-qlora), the differences are:
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+ - Changed batch size and gradient accumulation from 6/5 to 15/2, this was done mostly for training efficiency since this qlora was trained using an A100.
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+ As the 8B qlora, this version also includes the "chat mode" for Japanese grammar questions.
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+
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+ ## Translation Prompt
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+ This is a prompt example for translation:
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+ ```
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+ <<METADATA>>
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+ [character] Name: Uryuu Sakuno (็“œ็”Ÿ ๆกœไนƒ) | Gender: Female
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+ [character] Name: Uryuu Shingo (็“œ็”Ÿ ๆ–ฐๅพ) | Gender: Male | Aliases: Onii-chan (ใŠๅ…„ใกใ‚ƒใ‚“)
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+ <<TRANSLATE>>
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+ <<JAPANESE>>
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+ ่ฒทใ„็‰ฉใซ่กŒใฃใŸใฃใใ‚Šใชใ‹ใชใ‹ๅธฐใฃใฆใ“ใชใ„ใจๆ€ใฃใŸใ‚‰ใ€ใ‚„ใฃใฑใ‚Šใ€่ฟทๅญใซใชใฃใฆใ„ใŸใ‚‰ใ—ใ„ใ€‚
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+ <<ENGLISH>>
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+ I thought she was taking too long to come back from shopping, and it turns out she had gotten lost as I expected.<eos>
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+ <<JAPANESE>>
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+ [ๆ–ฐๅพ]: ใ€Œใใฃใ‹ใ€‚ใ†ใ‚“ใ€้›ป่ฉฑใ—ใฆใฟใฆใ‚ˆใ‹ใฃใŸใ€
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+ <<ENGLISH>>
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+ [Shingo]: "Is that so? Well, I'm glad I called you then."<eos>
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+ <<JAPANESE>>
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+ ๅฝผๅฅณใฏๅŸบๆœฌ็š„ใซ่ฝใก็€ใ„ใŸ้ ญใฎใ„ใ„ๅญใชใ‚“ใ ใ‘ใฉใ€็ตๆง‹ใช็ญ‹้‡‘ใฎๅ…ฅใฃใŸๆ–นๅ‘้Ÿณ็—ดใงใ‚‚ใ‚ใ‚‹ใ€‚
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+ <<ENGLISH>>
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+ She's basically a smart and level-headed girl, but she also has a very bad sense of direction.<eos>
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+ <<JAPANESE>>
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+ ้ ปๅบฆใ“ใใ•ใปใฉใงใฏใชใ„ใ‚‚ใฎใฎใ€ใฒใจใŸใณ่ฟทๅญใซใชใ‚‹ใจใ€ใจใซใ‹ใๆดพๆ‰‹ใซ้“ใซ่ฟทใฃใฆใ—ใพใ†ใ€‚
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+ <<ENGLISH>>
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+ Though not very frequently, once she gets lost, she gets lost in a spectacular way.<eos>
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+ <<JAPANESE>>
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+ [ๆกœไนƒ]: ใ€Žโ€ฆโ€ฆใ”ใ‚ใ‚“ใ€
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+ <<ENGLISH>>
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+ [Sakuno]: "... Sorry."<eos>
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+ <<JAPANESE>>
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+ [ๆ–ฐๅพ]: ใ€Œใ†ใ†ใ‚“ใ€ใ“ใ†่จ€ใฃใกใ‚ƒใชใ‚“ใ ใ‘ใฉใ€่ฟทๅญใงใ‚ˆใ‹ใฃใŸใ‚ˆใ€‚ ๆกœไนƒใฏๅฏๆ„›ใ„ใ‹ใ‚‰ใ€ใ„ใ‚ใ„ใ‚ๅฟƒ้…ใ—ใกใ‚ƒใฃใฆใŸใ‚“ใ ใžไฟบใ€
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+ <<ENGLISH>>
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+ ```
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+
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+ The generated translation for that prompt, with temperature 0, is:
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+ ```
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+ [Shingo]: "No, it's fine. I'm glad you got lost, actually. You're so cute, I was worried about you."
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+ ```
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+ ## Chat Prompt
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+ This is a prompt example for chat:
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+ ```
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+ <<CHAT>>
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+ <<HUMAN>>
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+ Hi! Can you break down this sentence for me? Like, what is the meaning of "ๆกœไนƒใฏๅฏๆ„›ใ„ใ‹ใ‚‰"?
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+ "ใ†ใ†ใ‚“ใ€ใ“ใ†่จ€ใฃใกใ‚ƒใชใ‚“ใ ใ‘ใฉใ€่ฟทๅญใงใ‚ˆใ‹ใฃใŸใ‚ˆใ€‚ๆกœไนƒใฏๅฏๆ„›ใ„ใ‹ใ‚‰ใ€ใ„ใ‚ใ„ใ‚ๅฟƒ้…ใ—ใกใ‚ƒใฃใฆใŸใ‚“ใ ใžไฟบใ€"
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+ <<LLM>>
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+ ```
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+ The generated response for that prompt, with temperature 0, is:
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+ ```
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+ Certainly! Let's start with your first question. "ๆกœไนƒใฏๅฏๆ„›ใ„ใ‹ใ‚‰" is a phrase that consists of three parts:
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+ 1. "ๆกœไนƒ" is a proper noun, likely a person's name.
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+ 2. "ใฏ" is a particle that marks the topic of the sentence, in this case, "ๆกœไนƒ."
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+ 3. "ๅฏๆ„›ใ„" is an adjective that means "cute" or "adorable."
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+ 4. "ใ‹ใ‚‰" is a conjunction that indicates a reason or cause.
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+ So, the literal translation of "ๆกœไนƒใฏๅฏๆ„›ใ„ใ‹ใ‚‰" would be "Because Sakura is cute." It suggests that the speaker is about to provide a reason or explanation based on the fact that the person named Sakura is cute.
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+ ```