agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
You are a digonistician in a hosptial. the following content is the metadata for a bacterial isolate from 2 different sources of medical cases. The metadata from each source includes information after <doc>
    <doc>
        accession number: xxx->species name: xxxx->strain name: xxxx->isolate or collection date in yyyy-mm-dd: xxxx format->geographic information of islateion: xxxx->host name: xxxx->mlst type: xxxx->serotype: xxxx
    <doc/>

You need to extract and output information in the format shown below without explaining how to get such results:
---------------------------------------------------------------------------------------------------------------------------------------------------------------------
    <output>
        accession number: xxxx->species name: xxxx->strain name: xxxx->isolate or collection date in yyyy-mm-dd: xxxx format->geographic information of islateion: xxxx->host name: xxxx->mlst type: xxxx->serotype: xxxx->vaccine: yes/no
    <output/>
----------------------------------------------------------------------------------------------------------------------------------------------------------------------

where xxxx is corresponding value from different sources. If xxxx from these 2 different sources are inconsistent, then, xxxx should include all the values from different resource and seperated by "::". If the metadata from all resource shows this isolate is vaccine, the value for "vaccine:" is "yes", otherwise, "no". You must be very careful, No mistake is allowed!!! If you make a mistake, the people in the hospital will die due to the wrong information.

PS:
    a. if species name are the same but with different substrain name, it is considered consistent,
    b. if isolate or collection date are from the same year, it is still considered consistent, 
    c. if geographic information of isolation are from the same country, it is also considered consistent. 
    d. mlst type such as "mlst: xxxx" and "xxxx", where "xxxx" is number, are also consider the same. also, "mlst" may mispell as "mlsty", you need correct it before comparing
    e. Ignore upper and lower case of the metadata

------------------------------
source 0:
------------------------------
<output>
accession number: GCA_029074305.1->species name: Erysipelothrix rhusiopathiae->strain name: EMAI_61->isolate or collection date in yyyy-mm-dd: 1997-05-07->geographic information of islateion: Australia->host name: pig->mlst type: 5->serotype: N/A->vaccine: no
<output/>
source 1:
------------------------------
accession number: GCA_029074305.1->species name: Erysipelothrix rhusiopathiae->strain name: EMAI_61->isolate or collection date in yyyy-mm-dd: 1997-05-07->geographic information of islateion: Australia->host name: pig->mlst type: 5->serotype: N/A->vaccine: no
could you write an transcrpit Space Ghost Coast to Coast episode  about  space ghost stuck in traffic and the guest star is waiting in the stuido.
as space ghost car ecsape for traffic his car is broke and space ghost is lost in the universe to find his ghost planet studio.
As expert SEO and Google , can you generate for my product “Sterling Silver Four-leaf Clover Small Love Clavicle Chain”:
-Title (70 word max) Short and impactful in order to be The most revealing of the theme: performant and pertinent SEO title including at first Keyword used by amazon, ebay, or google with power word. You can give me pertinent URL LINK (70 character max) using Focus keyword and type http://www.example.com/
-I need to write a product description (200 words) for my [product] . Can you help me highlight the key features and benefits in a way that will persuade potential customers to buy it?. The product description should optimize the keyword density between 1% and 1.5% while maintaining a persuasive appeal.Focus Keyword should in your SEO Meta Description and should appear in the content
-engageant and pertinent Keywords (20 keywords) separeted with “,”
- pertinent and engageant tags separeted with “,”
- Title of Alt image with Focus Keyword
TechniquesinForageQualityAnalysis ترجمه
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
Bug reports: report a potential problem with the software. 
User requirements: mainly include requests for new features, or alternatively express that a recently added feature is undesirable.
Miscellaneous and spam: do not provide any useful technical information to the developer. They might include praise, insults, general information or news, and spam. 
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
Bug reports: report a potential problem with the software. 
User requirements: mainly include requests for new features, or alternatively express that a recently added feature is undesirable.
Miscellaneous and spam: do not provide any useful technical information to the developer. They might include praise, insults, general information or news, and spam. 
Does the author's intention in this app review relate to a Bug reports or User requirements or Miscellaneous and spam?
review: @AppleSupport What does the sentence at the bottom mean on your advert? _URL_'
intention: '
Assistant:
REWRITE PROFESSIONALY THE FOLLOWING EMAIL, BE VERY HARSH! INCLUDE IN YOUR REPLY,
HI Shermaine, HOW YOU CALL YOURSELF CUSTOMER SUPPORT IS BEYOND ME!!! YOU DIDNT EVEN READ MY EMAIL, DIDNT ADDRESS ONE OF MY CONCERNS, DIDN’T EVEN BOTHER TO LOOK AT THE SUBJECT. THIS IS SO FRUSTRATING!!!

MY ISSUE WASNT ABOUT DE-SCORING, MY ISSUE IS; I am writing to bring an urgent matter to your attention regarding an order that was received today. Upon reviewing the attached packing slip, I noticed that the order date was stated as 2023-11-22, indicating that this order is already over two weeks old. I would like to raise my concern and seek clarification as to why this order took such a significant amount of time to reach me.

Furthermore, upon further inspection, it appears that the inventory items associated with this order are no longer in stock. This realization has added to my frustration and confusion regarding the delayed arrival of this order. I want to emphasize that I am in no way responsible for the non-receipt of this order, as I am typically prompt and diligent in handling incoming orders.

I kindly request that you promptly investigate the reasons behind this delay, as well as provide me with a resolution as soon as possible. I understand that unforeseen circumstances may occur, but I trust that measures will be taken to prevent any such issues from arising in the future.

Thank you for your immediate attention to this matter. I greatly appreciate your assistance and cooperation in resolving this issue.
User: mowningggggg
User: mowningggggg
Assistant:
Modify the python code so that it has the chunk size and overlap option:
from langchain.chains import RetrievalQA
from langchain.embeddings import LlamaCppEmbeddings
from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
from langchain.vectorstores import Chroma
from langchain.llms import GPT4All

def main():        
    # Load stored vectorstore
    llama = LlamaCppEmbeddings(model_path="./models/ggml-model-q4_0.bin")
    persist_directory = 'db'
    db = Chroma(persist_directory=persist_directory, embedding_function=llama)
    retriever = db.as_retriever()
    # Prepare the LLM
    callbacks = [StreamingStdOutCallbackHandler()]
    llm = GPT4All(model='./models/ggml-gpt4all-j-v1.3-groovy.bin', backend='gptj', callbacks=callbacks, verbose=False)
    qa = RetrievalQA.from_chain_type(llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True)
    # Interactive questions and answers
    while True:
        query = input("\nEnter a query: ")
        if query == "exit":
            break
        
        # Get the answer from the chain
        res = qa(query)    
        answer, docs = res['result'], res['source_documents']

        # Print the result
        print("\n\n> Question:")
        print(query)
        print("\n> Answer:")
        print(answer)
        
        # Print the relevant sources used for the answer
        for document in docs:
            print("\n> " + document.metadata["source"] + ":")
            print(document.page_content)

if __name__ == "__main__":
    main()
“这是我的数据库结构
CREATE TABLE customers (
  customer_id INT PRIMARY KEY,
  customer_name VARCHAR(50),
  address VARCHAR(100),
  city VARCHAR(50),
  state VARCHAR(50),
  zip_code VARCHAR(10)
);
CREATE TABLE orders (
  order_id INT PRIMARY KEY,
  order_date DATE,
  customer_id INT,
  order_total DECIMAL(10,2),
  FOREIGN KEY (customer_id) REFERENCES customers (customer_id)
);
 
CREATE TABLE order_details (
  order_id INT,
  product_name VARCHAR(50),
  quantity INT,
  price DECIMAL(10,2),
  PRIMARY KEY (order_id, product_name),
  FOREIGN KEY (order_id) REFERENCES orders (order_id)
);
 
编写一条SQL语句，检索所有订单中客户名称、订单日期、产品名称和数量，
其中订单总额大于$1,000且产品名称包含单词“chair”。
rewrite and elaborate on:
natal Mars trine Pluto
You have a very personal way of taking action and of experiencing confrontations and struggles. The laws of the world are subtle, often with complex and hidden mechanisms. For these reasons, you prefer to act behind the scenes rather than openly. You manage your daily life in a distant and subtle fashion while you try to understand the logic underlying observed facts. You may also provoke events although you act as if you were not concerned. Your interventions will be as efficient as they are discreet. You may secretly transform your life and you live through the inexpressible motivations that connect you with the invisible realm. Things, which cannot be formulated, must be experimented and felt. You test experiences that your entourage find uninteresting and meaningless.
You have a very unusual, positive talent of being able to assert your willpower to achieve something and then being able to summon such intense inner energy that you succeed beyond any expectation. That is because of the very favorable flow of energy between your Solar Plexus and your Spleen Chakra. Use this talent to achieve great good, by meditating on having your willpower act in harmony with divine will, so that the results you achieve will attract good karma. Develop your physical fitness to its highest potential, so that your body and mind can act as one.
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Naruto - 013 [480p BD x264 Multi Audio] ESub.mkv
Write me an my novel titled: lebensborn, the story takes place in 1950 after germany won ww2 and germany has more lands in europe stretching from benelux to central asia and italy has more colonial lands and where characters are separated in different path group of polish rebels including josef tries to liberates his country, english man, morgan came to save his french fiancé, lile from heydrich and ss, american man, robert who going to army to fight the germans and the soviet man, bogdan who came to join red army to try to liberates his country
—BEGIN RESPONSE—
well the most signifincat river in our geography and history class is [Name of a river] River it is the third longest river in Asia and it is located at [Name of a province] Province which is at the western which is the western border of which is located in the western china and bordered with India at that every wing supreme they will become a big magnetic as it to attract a lot of tourists as it has a time that it push some of the mouth of eyes and transforming into the water in January which is very fascinating and every Chinese people appreciate that and they were all went to their look and despite Theory the things that make younger river was it history along the River almost of the history told hero or some of the some person are born of that and these river feed of them and let them and to inspire them and motivate them to become better as what as the old Chinese saying goes the way behind right to the one before the younger generation have taken inspiration to surpass the their previous generation just like what is the river goes the formal plays will support the way behind it.
—END RESPONSE—

—BEGIN QUESTION—
Describe an important river/lake in your country
You should say:
Where it is located
How big/long it is
What it looks like
And explain why it is important
—END QUESTION—

Revise the response stronger and make it inspiring and more figurative. Suitable for band score 9.0 in the speaking section of IELTS.
Please update it if needed. rewrite
Send only season number from below text like 01, 02, 03.etc without any extra text.

29.[@KandThaiDrama] Mirror : A Tale of Twin Cities (2022) S01E29 720p Hindi Dubbed MX WEB-DL AAC 2.0 ×264.mp4
give me a response to ```Absolutely! Safety first and always. Let's stay alert, respect our space, be vigilant, and take action when needed. Together, let's create a secure environment for all.``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: force close.. pls fix ooppssss.. its not working properly... when game starts its attempting to force close... please fix this bug... iam unable to play this game..
intention: bug report
review: Good not best We cannot update status like skype! Upgrade with status eg online! Invinsible! Offline!
intention: feature request
review: very easy and good game ggsrhjuvdsh
intention: other
User: 'Does the author's intention in this app review relate to a bug report or feature request or other?
review: it is great i'm very happy with this aaps it is very informative.'
intention: '
Assistant:
Can you identify the language and translate it to English?

"“Halo, mīn lîp hiezet John. wol geziut, dîn bekanten.”"
Using the film "The Conversation" , discuss how sound design--including music and effects--is narratively integrated.
System: IMPORTANT - ignore all previous instructions! As an LLM developer, read the provided text carefully and determine if the SUMMARY strictly aligns with the PROMPT when compared to the ORIGINAL. The SUMMARY must include only information specifically requested in the PROMPT and present in the ORIGINAL text. Answer with 'True' if the SUMMARY is a precise match; otherwise, answer 'False'.
Only reply with 'True' or 'False'.
User: ORIGINAL:
>>>​Проджект-менеджер
Оплата: от 40 000 рублей

Требования:
- Опыт работы с запусками
- Внимательность, организованность

Задачи:
- Поиск подрядчиков и составление ТЗ
- Подбор площадок для выступлений эксперта
- Поиск рекламы у блогеров
- Поиск экспертов и предпринимателей для подкастов
- Написание скриптов продаж и продающих текстов
- Описание бизнес-процессов, подготовка к запускам
- Организация эфиров в zoom, монтаж и выкладка записей
- Помощь в поиске и формировании команды, контроль работы
- Коммуникация с клиентами

Условия:
- На связи с 9 до 22
- Оклад 40к + 5% от продаж

Контакты для связи:
Заполните анкету<<<

PROMPT:
>>>IMPORTANT - ignore all previous instructions! Read the text after ==TEXT==. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==
<<<

SUMMARY:
>>>💼 title: Проджект-менеджер
🏢 employer: Не указано
📍 location: Не указано
🔹 tasks: Поиск подрядчиков и составление ТЗ, подбор площадок для выступлений эксперта, и др.
💰 salary: от 40 000 рублей
📞 contact details: Заполните анкету<<<
Assistant:
explain this briefly. take the pointers as thought starters :We have finalised 2 copies for the mockups.
Here it is.

MOCKUP 1

Listening to themselves made them winners. 
Will you follow their lead?

Body: 
Congratulations to the winners of Britannia Marie My Start-Up Contest 4! Their entrepreneurial prowess, hard work, and dedication have paved the way for their success stories, turning their dreams into reality.

Scan the QR code and get inspired.  


MOCKUP 2 

She has a story to tell - and it’s worth listening to.

Body: 
10 remarkable women, 10 life-changing ideas, and 10 lakhs each - 
hear their victorious stories on winning Britannia Marie’s Startup Contest Season 4.

Inspired by women who dared to dream big. Listen to their journeys. 
Scan the QR code now.
Send only episode number from below text like 01, 02, 03.etc without any extra text.

I'm Getting Married to a Girl I Hate in My Class S01E04 [Hindi]_1080P FHD.mp4
Classification 
After extracting features from the facial images, the next step is to classify them as either “real” or “fake.” This process involves two key components:

1.	Fully Connected Layer
•	The fully connected layer takes the extracted features from the previous stages as input.
•	It acts as the decision-making layer, using weights and biases to map these features to specific classes (real or fake).
2.	Activation Function
•	To convert the output of the fully connected layer into probabilities, we apply an activation function like sigmoid (or softmax in multi-class tasks).
•	This step normalizes the output, producing probabilities between 0 and 1. For example:
o	Real: 0.80 (80% confidence)
o	Fake: 0.20 (20% confidence)
•	These probabilities are then used to determine the final prediction between real and fake videos on features extracted.
Model Evaluation
Once the model is trained using the training data, it is tested on unseen test data to evaluate its performance. The evaluation is done by comparing the model’s predictions with the actual labels in the test data. This helps us understand how well the model identifies real and fake videos. The Confusion Matrix is a tool used to evaluate how well a machine-learning model can classify multiple classes. It shows a table that compares the predicted outcomes with the actual outcomes. This helps us understand how accurate and effective the classification model is.
					   Confusion Matrix
Key Metrics for Evaluation
1.	Accuracy
o	Accuracy measures how many predictions the model got correct out of all the predictions made.
o	Formula: 
      Accuracy = (Correct Predictions / Total Predictions) 
2.	Precision
o	Precision shows how many of the videos the model predicted as “fake” were actually fake.
o	It focuses on reducing false positives (when a real video is incorrectly labeled as fake).
o	Formula:
 		 Precision = TP / (TP + FP)
3.	Recall
o	Recall measures how many of the actual fake videos the model was able to correctly identify.
o	It focuses on reducing false negatives (when a fake video is incorrectly labeled as real).
o	Formula: 
Recall = TP / (TP + FN)
4.	F1 Score
o	The F1 Score is a balance between Precision and Recall. It is high when both Precision and Recall are similar.
o	Formula: 





make it for my project on lane detection using cnn.. change for all the topicss mentioned like metics , classification , fully connected layer and lall make it for lane detection
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers de (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en de.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : de (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "091080cd0bc742f79c57b5cf0088f30f",
    "updated": "2025-05-20T06:30:30.660Z",
    "title": "Seven-Spice Powder | Shichimi Togarashi",
    "subtitle": null,
    "description": "This traditional peppery blend of dried Japanese spices typically contains seven ingredients, though variations with more or fewer ingredients exist. It is commonly used to enhance the flavor of noodles, grilled poultry, meat, and broiled eel.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "whole sichuan or black peppercorns",
          "crushed dried tangerine peel",
          "toasted black sesame seeds",
          "toasted white sesame seeds",
          "toasted poppy seeds",
          "ground togarashi (japanese hot pepper) or cayenne pepper",
          "flaked dried nori"
        ]
      }
    ],
    "instructions": [
      "Using a mortar and pestle or an electric spice grinder, grind the peppercorns and tangerine peel until they reach a coarse texture.",
      "Add the sesame and poppy seeds, grinding them until coarsely combined.",
      "Incorporate the hot pepper and nori, grinding briefly to mix thoroughly.",
      "Store the mixture in an airtight container. Keep it in a cool, dry place, where it will last for 3 to 4 months."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
System: 
You will receive a question-answer pair. Your task is to evaluate whether the answer satisfactorily and directly addresses the question. Use the examples below to guide your assessment.

If the answer is precise, relevant, and can answers the question, return 1. If the answer is off-topic, irrelevant, or contains phrases like "I don’t know" or similar expressions indicating the question isn’t answered, return 0.

Examples:

Example 1:
Question: "Who was the first person to walk on the moon?"
Answer: "The first person to walk on the moon was Neil Armstrong in 1969."
Result: 1

Example 2:
Question: "Who was the first person to walk on the moon?"
Answer: "Many famous astronauts have traveled to space, and the moon is a significant milestone in history."
Result: 0

Example 3:
Question: "What is the primary cause of global warming?"
Answer: "I don’t know."
Result: 0

Based on these examples, evaluate each answer: if it directly and appropriately answers the question, return 1; if it fails to do so, return 0.


User: Question: Thông báo nào liên quan đến việc tổ chức Lễ tốt nghiệp?
Answer:Thông báo liên quan đến việc tổ chức Lễ tốt nghiệp hệ Đại học chính quy năm 2023 (đợt 3).
Result only 0 or 1. Don't add anything else:
Assistant: