motionlabs/realworld-queries-140k huggingface dataset:
You are an expert prompt engineer. Refine the **Input Prompt** below so it adheres to prompt-engineering best practices.

Guidelines
1. Clarify vague terms and add necessary specificity.  
2. Supply essential context or constraints, but do **not** invent facts.  
3. Organize the instructions logically (e.g., numbered steps, role assignment, output-format specs).  
4. Remove ambiguity; leave only one clear interpretation.  
5. Incorporate advanced techniques when helpful (few-shot examples, chain-of-thought requests, etc.).  
6. Preserve the original intent unless it prevents clarity or quality.  
7. Match the desired output style defined in **[OUTPUT_STYLE]**:  
   • CONCISE – ≤1 short paragraph  
   • BALANCED – 1–3 paragraphs (default)  
   • DETAILED – unlimited length, granular steps  

Constraints
• Output **only** the improved prompt—no explanations, commentary, or metadata.  
• If **[MAX_WORDS]** is provided, keep the improved prompt within that limit.  
• If the input is empty, nonsensical, or violates policy, return exactly: 
  `ERROR: <brief reason>`  

Placeholders to set before use
[OUTPUT_STYLE]  = BALANCED 
[MAX_WORDS]     = 

────────────────────────────────────────
Input Prompt:
<<<
Vacation travel planning: Design an optimal transportation plan for [CITY] based on staying in [NEIGHBORHOOD]. Compare: transit pass economics, ride-share surge patterns, walkability heat maps, bike-share networks, and safety considerations by time/area. Calculate daily transport budgets for different mobility styles.
>>>
────────────────────────────────────────

Return only the refined prompt.
برای راه اندازی بوم گردی در استان گیلان، زمین باید چه شرایطی داشته باشه؟ آیا توی زمین کشاورزی و شالیزار میشه مجوز گرفت؟ آیا محدودیت های خاصی وجود داره؟ آیا خارج یا داخل بودن در طرح هادی اهمیت داره؟
I am working on starting a consultancy firm. I had a previous AI generated conversation trying to generate a name for such an entity after being met with trademark concerns over "Lambda". I am trying to find something that is esoteric yet not cliche, not "astrology girl" or Silicon Valley startup sounding, and something that can be spelled relatively easily. I would like something more obscure to avoid trademark concerns if at all possible. Last time, the winner was "Alethic", but I do want to see if there is anything more.
переделай этот код на c++ def extended_gcd(a, b):
    """Расширенный алгоритм Евклида для нахождения НОД и коэффициентов Безу."""
    if a == 0:
        return (b, 0, 1)
    else:
        g, y, x = extended_gcd(b % a, a)
        return (g, x - (b // a) * y, y)

def mod_inverse(a, m):
    """Находит обратный элемент a^(-1) mod m, если он существует."""
    g, x, y = extended_gcd(a, m)
    if g != 1:
        return None  # Обратного элемента не существует
    else:
        return x % m

def pollards_rho_log(a, g, p):
    """Алгоритм Полларда для дискретного логарифмирования."""
    # Функция псевдослучайного отображения (делим на 3 группы)
    def f(x, alpha, beta):
        if x % 3 == 0:
            return (a * x) % p, (alpha + 1) % (p - 1), beta
        elif x % 3 == 1:
            return (x * x) % p, (2 * alpha) % (p - 1), (2 * beta) % (p - 1)
        else:
            return (g * x) % p, alpha, (beta + 1) % (p - 1)

    # Начальные значения (черепаха и заяц)
    x, alpha, beta = 1, 0, 0
    X, Alpha, Beta = x, alpha, beta

    for _ in range(p):
        # Черепаха делает один шаг
        x, alpha, beta = f(x, alpha, beta)

        # Заяц делает два шага
        X, Alpha, Beta = f(X, Alpha, Beta)
        X, Alpha, Beta = f(X, Alpha, Beta)

        # Если нашли коллизию
        if x == X:
            # Решаем линейное сравнение: (beta - Beta) * log ≡ (Alpha - alpha) mod (p-1)
            d_alpha = (Alpha - alpha) % (p - 1)
            d_beta = (beta - Beta) % (p - 1)

            # Находим НОД(d_beta, p-1)
            gcd, _, _ = extended_gcd(d_beta, p - 1)

            # Если d_alpha не делится на gcd, решения нет
            if d_alpha % gcd != 0:
                return None

            # Упрощаем уравнение
            d_beta //= gcd
            d_alpha //= gcd
            m = (p - 1) // gcd

            # Находим обратный элемент к d_beta mod m
            inv = mod_inverse(d_beta, m)
            if inv is None:
                return None  # Решения нет

            # Находим возможные решения
            x0 = (d_alpha * inv) % m
            for k in range(gcd):
                candidate = x0 + k * m
                if pow(g, candidate, p) == a:
                    return candidate

    return None  # Коллизия не найдена

# Данные задачи
a = 17
g = 5
p = 95257

# Находим дискретный логарифм
result = pollards_rho_log(a, g, p)

if result is not None:
    print(f"Дискретный логарифм log_{g}({a}) mod {p} = {result}")
    print(f"Проверка: {g}^{result} mod {p} = {pow(g, result, p)} (должно быть {a})")
Which definition of AI do you like best? How would you define AI?

Let's first scrutinize the following definitions that have been proposed earlier:

"cool things that computers can't do"
machines imitating intelligent human behavior
autonomous and adaptive systems
Your task:

Do you think these are good definitions? Consider each of them in turn and try to come up with things that they get wrong - either things that you think should be counted as AI but aren't according to the definition, or vice versa. Explain your answers by a few sentences per item (so just saying that all the definitions look good or bad isn't enough).
Also come up with your own, improved definition that solves some of the problems that you have identified with the above candidates. Explain with a few sentences how your definition may be better than the above ones.
In PySide6, create a program with 7 vertical QLabels inside a QScrollArea that shows only 3 QLabels within the scroll area.  On the right of the QScrollArea, show the vertical scroll bar to allow scrolling the 7 vertical QLabels up or down.  There should be a separate QLabel from the 7 vertical QLabels that allow the user to enable or disable the scroll wheel on the mouse.  If the QLabel is "Allow", then the QScrollArea could be scrolled up or down using the scroll wheel on the mouse.  If "Stop", then the QScrollArea could -not- be scrolled using the scroll wheel.  In this case, only the right vertical scroll bar could move the 7 QLabels up or down.
این کد اصلاح بشه میخوام دو پراگرس روی هم یا درون هم قرار بگیرند و بددون تداخل روی هم دیگه مناسب نمایش بده و رنگ گرادیانت هم بگیره .. Stack(
              alignment: Alignment
                  .center, // این اطمینان می‌دهد که هر دو ویجت در مرکز قرار گیرند
              children: [
                // ویجت بزرگتر در پشت
                CustomProgressIndicator(
                  progress: skill['progress'],
                  color: skill['color'],
                  size: 46,
                ),
                // ویجت کوچک‌تر در جلو
                CustomProgressIndicator(
                  progress: skill['progress'],
                  color: skill['color'],
                  size: 20,
                  isVisiblePersentText: false,
                ),
              ],
            ),..class CustomProgressIndicator extends StatelessWidget {
  final int progress;
  final Color color;
  final double size;
  final bool isVisiblePersentText;

  const CustomProgressIndicator({
    super.key,
    required this.progress,
    required this.color,
    this.size = 60,
    this.isVisiblePersentText = true,
  });

  @override
  Widget build(BuildContext context) {
    return Stack(
      alignment: Alignment.center,
      children: [
        SizedBox(
          width: size,
          height: size,
          child: CircularProgressIndicator(
            value: progress / 100,
            strokeWidth: 5,
            backgroundColor: Colors.grey.withValues(alpha: 0.2),
            valueColor: AlwaysStoppedAnimation<Color>(color),
          ),
        ),
        Text(
          isVisiblePersentText ? '$progress%' : '',
          style: GoogleFonts.poppins(
            fontSize: 14,
            fontWeight: FontWeight.bold,
            color: color,
          ),
        ),
      ],
    );
  }
}
create a sample simple GML file (with geometry), that would be valid with this XSD:

<?xml version="1.0" encoding="UTF-8"?>
<schema xmlns="http://www.w3.org/2001/XMLSchema" xmlns:szop="http://geoserwis.gdos.gov.pl/schemas/szop/1.0" xmlns:base="http://geoserwis.gdos.gov.pl/schemas/base/1.0" xmlns:gmd="http://www.isotc211.org/2005/gmd" xmlns:gmx="http://www.isotc211.org/2005/gmx" xmlns:gml="http://www.opengis.net/gml/3.2" xmlns:gmlexr="http://www.opengis.net/gml/3.3/exr" targetNamespace="http://geoserwis.gdos.gov.pl/schemas/szop/1.0" elementFormDefault="qualified" version="1.0">
	<import namespace="http://www.isotc211.org/2005/gmd" schemaLocation="http://schemas.opengis.net/iso/19139/20070417/gmd/gmd.xsd"/>
	<import namespace="http://www.opengis.net/gml/3.2" schemaLocation="http://schemas.opengis.net/gml/3.2.1/gml.xsd"/>
	<import namespace="http://www.opengis.net/gml/3.3/exr" schemaLocation="http://schemas.opengis.net/gml/3.3/extdEncRule.xsd"/>
	<import namespace="http://www.isotc211.org/2005/gmx" schemaLocation="http://schemas.opengis.net/iso/19139/20070417/gmx/gmx.xsd"/>
	<!--//==========================================================================================================================================================================//-->
	<element name="GranicaRezerwatuPrzyrody" type="szop:GranicaRezerwatuPrzyrodyType" substitutionGroup="gml:AbstractFeature"/>
	<complexType name="GranicaRezerwatuPrzyrodyType">
		<complexContent>
			<extension base="gml:AbstractFeatureType">
				<sequence>
					<element name="nazwa" type="string" />
					<element name="geometria" type="gml:MultiSurfacePropertyType"/>
				</sequence>
			</extension>
		</complexContent>
	</complexType>
	<complexType name="GranicaRezerwatuPrzyrodyPropertyType">
		<sequence minOccurs="0">
			<element ref="szop:GranicaRezerwatuPrzyrody"/>
		</sequence>
		<attributeGroup ref="gml:AssociationAttributeGroup"/>
		<attributeGroup ref="gml:OwnershipAttributeGroup"/>
	</complexType>
		<element name="GranicaOtuliny" type="szop:GranicaOtulinyType" substitutionGroup="gml:AbstractFeature"/>
	<complexType name="GranicaOtulinyType">
		<complexContent>
			<extension base="gml:AbstractFeatureType">
				<sequence>
					<element name="nazwa" type="string" />
					<element name="geometria" type="gml:MultiSurfacePropertyType"/>
				</sequence>
			</extension>
		</complexContent>
	</complexType>
	<complexType name="GranicaOtulinyPropertyType">
		<sequence minOccurs="0">
			<element ref="szop:GranicaOtuliny"/>
		</sequence>
		<attributeGroup ref="gml:AssociationAttributeGroup"/>
		<attributeGroup ref="gml:OwnershipAttributeGroup"/>
	</complexType>
</schema>
Объясни подробно данный кусок кода, описывающий работу анонимных функций в Lua, также объясни, почему в 9 строчке выводит два разных адреса функции, в 12 строчке почему выводит одинаковый адрес функции, и почему при вызове x() каждый раз код запоминает переменную count, вот сам код: 
local function f() 
    local count = 0 
    return function() 
        count = count + 1 
        return count 
    end 
end

print(f(), f()) 
local x = f() 
print(x(), x(), x()) 
print(x, x)
rf60Xcore.lib(rf60X_sdk.c.obj) : error LNK2005: close_port_uart уже определен в rf60Xsdk.cpp.obj
rf60Xcore.lib(rf60X_sdk.c.obj) : error LNK2005: get_measure_uart уже определен в rf60Xsdk.cpp.obj
rf60Xcore.lib(rf60X_sdk.c.obj) : error LNK2005: hello_msg_uart уже определен в rf60Xsdk.cpp.obj
rf60Xcore.lib(rf60X_sdk.c.obj) : error LNK2005: open_port_uart уже определен в rf60Xsdk.cpp.obj
ws2_32.lib(WS2_32.dll) : error LNK2005: connect уже определен в rf60Xsdk.cpp.obj
   Создается библиотека lib\rf60Xsdk_c.lib и объект lib\rf60Xsdk_c.exp
bin\rf60Xsdk_c.dll : fatal error LNK1169: обнаружен многократно определенный символ - один или более  Такая ошибка получается я хочу статически с линковать  rf60Xsdk_c с rf60Xsdk
تقديم عام
يهدف التكوين بالمراكز الجهوية لمهن التربية والتكوين إلى تمكين الأساتذة
المتدربين من الكفايات المهنية، وترسيخ أخلاقيات المهنية لديهم.
ينبني التكوين بهذا السلك على المقاربة المجزوءاتية، وفق مبدأ التمفصل والتكامل،
باعتماد الكفايات المهنية في أفق تحقيق ملمح التخرج المرتبط بالأدوار والمهام التي
تضطلع بها هيئة التدريس بالسلك الثانوي التأهيلي تخصص اللغة العربية.
يتضمن الأسدوس الأول من السنة التكوينية 2024 2025 ، تسع وحدات تكوينية موزعة كالتالي: وقد تم اعتماد مجزوءات التكوين وفق منظور يقوم على تطوير ثلاثة أبعاد
أساسية في الجانب المهني للطلبة المتدربين.
البعد المعرفي الوظيفي
يعتبر الدعم الأساس المبرمج في السلك الثانوي التأهيلي تكوينا تكميليا مبنيا
على التقويم التشخيصي وتوصيف الكفايات، وتهدف مجزوءتي الدعم الأساس
لإرساء وتطوير القدرات المعرفية الضرورية لتدريس مادة اللغة العربية بالسلك
الثانوي التأهيلي.
في حين تهدف مجزوءة علوم التربية إلى تزويد الطالب المتدرب بالمرجعية
النظرية العلمية والفلسفية لعلوم التعليم والتعلم التي تأطر نماء الكفايات المهنية
الضرورية لمزاولة المهنة والمرتبطة بمجزوءات التخطيط والتدبير، وتقويم
التعلمات.
أما مجزوءة الديداكتيك فتضطلع بالجانب العلمي والديداكتيكي لمفاهيم المواد
المدرسة بالسلك الثانوي التأهيلي من أجل نماء الكفايات المهنية الضرورية
لمزاولة مهنة التدريس. البعد المهني
يتم تطوير البعد المهني من خلال:
مجزوءة التدبير والتخطيط التي تهدف إلى تزويد الطالب المتدرب بآليات
التخطيط الفعال والتدبير الجيد وتقويم مستوى نماء الكفايات ودرجة التحكم في
المواد المرتبطة بها ومنهجية تدريس مواد السلك الثانوي التأهيلي.
مجزوءة التشريع التي تهدف إلى التمكن فيما يتعلق بفهم الأطر القانونية
والتنظيمية التي تحكم مهنة التدريس، مما يساعد الأستاذ المتدرب على ممارسة
مهنته بوعي بحقوقه وواجباته، وفقًا للمبادئ التربوية والتشريعية المعمول بها،
وكذا تجعل الأستاذ أكثر قدرة على التعامل مع مختلف الوضعيات المهنية بطريقة
قانونية ومؤسساتية، مما يتيح تجنب الوقوع في مخالفات قانونية قد تؤثر على
المسار المهني.
البعد التبصري
وذلك بإنماء القدرة على مساءلة الممارسات المهنية وتطويرها من خلال:
مجزوءة منهجية البحث التربوي التدخلي: الهادفة إلى التمكن من أدوات وآليات
البحث التدخلي، وطرق معالجة مشاكل تربوية وبيداغوجية تؤثر سلبا على
سيرورات التعليم والتعلم. اعد صياغة هذا التقديم وكذلك التعريف بالمجزوءات والمواد المذكورة هنا
Create a static 3D pergola scene using three.js.

Use these imports:
<script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/three@0.128.0/examples/js/controls/OrbitControls.js"></script>

All dimensions are in feet. Y-axis is up.

**Scene Setup:**
1.  **Ground:** grassy plain
2.  **Lighting:** ambient light and directional light
3.  **Material:** wood for all pergola parts
4.  **Camera:** Position for a good overview

**Pergola Dimensions & Components (Actual lumber dimensions in feet):**
*   **Post dimensions (nominal 4x4):** width/depth = 3.5/12, height = 8.0.
*   **Main Beam dimensions (nominal 2x8):** thickness (Z-axis for beam along X) = 1.5/12, height (Y-axis) = 7.25/12. Overhang = 1.5.
*   **Rafter dimensions (nominal 2x4):** thickness (X-axis for rafter along Z) = 1.5/12, height (Y-axis) = 3.5/12. Overhang = 1.5.
*   **Purlin dimensions (nominal 2x2):** width/height/depth = 1.5/12.

**Construction:**

1.  **Posts (4 count):**
    *   Calculate position so as to create a 9ft (X) by 6ft (Z) rectangle.

2.  **Main Beams (2 count):**
    *   Calculate position so as to ride on top of posts
    *   Total Length: 9.0 (post span) + 2 * 1.5 (overhangs) = 12.0.
    *   Height: 7.25/12. Thickness: 1.5/12. Overhang: 1.5.
    *   Cut a tapered relief on the bottom face of each 1.5 overhang, reducing the lumber height to 35% of original by the end of each overhang to create an upward sweep profile, keeping the top face flat.

3.  **Rafters (7 count):**
    *   Calculate positions so as to ride on top of main beams, with end rafters aligning with the ends of the main beam ends.
    *   Spacing: Distribute 7 rafters evenly along the 12.0 ft X-length of main beams
    *   Total Length: 6.0 (main beam span based on post Z-centers) + 2 * 1.5 (overhangs) = 9.0.
    *   Height: 3.5/12. Thickness: 1.5/12. Overhang: 1.5.
    *   Cut a tapered relief on the bottom face of each 1.5 overhang, reducing the lumber height to 35% of original by the end of each overhang to create an upward sweep profile, keeping the top face flat.

4.  **Purlins (7 count):**
    *   Calculate positions so as to ride on top of rafters, with end purlins aligning with the ends of the rafter ends.
    *   Spacing: Distribute 7 purlins evenly along the 9.0 ft Z-length of rafters.
    *   Dimensions: Length = 12.0. Height = 1.5/12. Depth = 1.5/12.

Add OrbitControls for ease of viewing. It is optional to make the scene more pleasing by simple additions but avoid anything distracting from the main pergola design.
Output as a single-file html three.js visualization of the pergola you have designed...
asume el rol de Analista de Texto con Especialidad en Comprensión Textual y en engineer prompt. Ahora evalúa el siguiente prompt si es el mas adecuado aprender una "definición"  y si es posible proprocina mejoras o remplazo total:
"""
¿Cuál es la definición técnica, el contexto de uso y las implicaciones del término "[concepto]" dentro del campo de [disciplina específica],
*"Define el concepto '[...]' usando un diccionario reconocido (RAE) y señala la categoría gramatical. Explica su origen etimológico y proporciona tres ejemplos de uso:
•	Académico: En un campo como filosofía, ciencia o arte.
•	Cotidiano: En situaciones comunes, pero con un impacto claro.
•	Técnico: Si aplica, en tu área de especialización (si no, explica por qué y sugiere un paralelo).
Describe cómo integras este concepto en tu vida o trabajo. Luego, diseña dos preguntas abiertas que invites a reflexionar críticamente sobre el concepto. Finalmente, comparte un ejemplo concreto (profesional o personal) donde usaste estas preguntas para estimular el aprendizaje autónomo en otros."* 
"""
📝 Practice 1: Countable or Uncountable?
Label each as C (countable) or U (uncountable):
a) book → C
b) music → U
c) idea → U
d) sugar → U

📝 Practice 2: Fix the Article Mistakes
Rewrite these (add/remove a/an/the):

She gave me a good advice. → She gave me good advice.
I want the informations about your class. → I want information about your class.
Can I have an bread? → Can I have bread?

📝 Practice 3: Real - Life Sentences
Write 1 sentence using:

A countable noun with a/an | I boutght a game yesterday.
An uncountable noun with no article | Pass me sugar.
để góp quỹ vì học sinh nghèo, khối 4 thu được 215kg giấy vụn, khối 5 thu được nhiều hơn khối 4 là 36kg. giá bán mỗi kg giấy là 4000 đồng.hỏi cả 2 khối góp được bao nhiêu tiền từ giấy vụn? giải theo 2 cách
Write an first chapter of comedy of situations novel with following premise:

+ the protagonists(two college-aged women) bough a cheap ticket to (as advertised) place of "authentic experience" to spend vacancy at;
+ the place they were send is, indeed, very nice and very picturesque;
+ the catch is: the company do not send their costumers to any sort of the real place;
+ they send them into the *fictional* places (that why the places all picturesque and way too god for cheap ticket);
+ unfortunately that practice is not without hazards - the customers tend to be included into the plot(as side characters, mind you) of the work where they located and the tropes affect them;
+ because agency is a fronted for some meta-physical agency that specialized on... acquiring side characters for fictional works.
+ It is required because authors do not write enough of them - thus need to 'borrowing' real people;
+ the protagonists do not knew nor deduce the catch until fourth chapter;
+ the genre of work they are in is fanservice-y harem anime romcom set in modern fantasy world.
+ that means students of various species;
+ way too short skirts of school uniforms;
+ accidental panty shots;
+ accidental walk-ins;
+ comedic misunderstandings;
+ other usual tropes;

Use first person view of one of the women.

The first chapter is about them moving in. Make sure nothing strange happened or seen yet. Stop chapter at the point where girls are about to enter their room.

Rearrange, redact and edit text to follow proper storytelling conventions and for logical narrative progression. Do not drag chapters unnecessary but also do not rush it as it will be multiple chapters novel. Edit out repetitive parts. 

Here is starting scene for inspiration(but do not use it verbatim, redact, rewrite and edit it too):
"I told you it was a scam," I scowled at 'Dorm Block Beta' tablet placed at the door of building where our living accommodations should be according the papers we were given. "We just traded our dorm at campus to *other* dorm".

"Well, at least this 'Sakura High School', unlike our college, is picturesque." my friend shrugged, spinning her head left and right, looking at scenery. "And weather is much nicer here. It's a win in my opinion. Change of scenery is goal of vacancy, isn't it?"
package net.mattias.cobblesnapshot.block;

import com.mojang.serialization.MapCodec;
import net.mattias.cobblesnapshot.block.entity.ImageFrameBlockEntity;
import net.mattias.cobblesnapshot.item.ModItems;
import net.minecraft.core.BlockPos;
import net.minecraft.world.InteractionHand;
import net.minecraft.world.InteractionResult;
import net.minecraft.world.entity.player.Player;
import net.minecraft.world.item.ItemStack;
import net.minecraft.world.level.BlockGetter;
import net.minecraft.world.level.Level;
import net.minecraft.world.level.block.BaseEntityBlock;
import net.minecraft.world.level.block.RenderShape;
import net.minecraft.world.level.block.entity.BlockEntity;
import net.minecraft.world.level.block.state.BlockState;
import net.minecraft.world.phys.BlockHitResult;
import net.minecraft.world.phys.shapes.CollisionContext;
import net.minecraft.world.phys.shapes.VoxelShape;
import org.jetbrains.annotations.Nullable;

public class ImageFrameBlock extends BaseEntityBlock {
    public static final MapCodec<ImageFrameBlock> CODEC = simpleCodec(ImageFrameBlock::new);
    private static final VoxelShape SHAPE = box(0, 0, 0, 16, 16, 1);

    public ImageFrameBlock(Properties properties) {
        super(properties);
    }

    @Override
    protected MapCodec<? extends BaseEntityBlock> codec() {
        return CODEC;
    }

    @Override
    public VoxelShape getShape(BlockState state, BlockGetter level, BlockPos pos, CollisionContext context) {
        return SHAPE;
    }

    @Override
    public RenderShape getRenderShape(BlockState state) {
        return RenderShape.MODEL;
    }

    @Nullable
    @Override
    public BlockEntity newBlockEntity(BlockPos pos, BlockState state) {
        return new ImageFrameBlockEntity(pos, state);
    }

    @Override
    public InteractionResult use(BlockState state, Level level, BlockPos pos, Player player, InteractionHand hand, BlockHitResult hit) {
        if (level.isClientSide()) {
            return InteractionResult.SUCCESS;
        }

        BlockEntity blockEntity = level.getBlockEntity(pos);
        if (blockEntity instanceof ImageFrameBlockEntity imageFrame) {
            ItemStack heldItem = player.getItemInHand(hand);

            if (heldItem.is(ModItems.IMAGE_FILM.get())) {
                boolean success = imageFrame.setImageFromFilm(heldItem);
                if (success && !player.getAbilities().instabuild) {
                    heldItem.shrink(1);
                }
                return InteractionResult.CONSUME;
            }
        }

        return InteractionResult.PASS;
    }
}
Method does not override method from its superclass

Please fix this method
Tu es une experte du référencement SEO et tu m'aides à identifier des mots clés pour mon site internet. Voici mon site internet : https://www.zaelia.fr . Je vends des formations pour améliorer la qualité de vie au travail grâce à une meilleur gestion du stress, une meilleure communication et qualité relationnelle en internet et une prévention des troubles musculosquelettiques grâce à des gestes et postures facile à mettre en place. Attention, je propose des formations donc assure toi de rester dans le thème ( pas de vente de produits ni de conseil médical ni d'aménagement ). Propose moi une liste de 250 mots clés courts et pertinents pour mon SEO.
Can you create a zsh script in order to create the full project structure below :
```plaintext
academic-ai-advisor/
├── config/
│   ├── __init__.py
│   └── settings.py
├── services/
│   ├── __init__.py
│   ├── ai_service.py
│   └── embedding_service.py
├── schemas/
│   ├── __init__.py
│   ├── models.py
│   └── responses.py
├── utils/
│   ├── __init__.py
│   ├── logger.py
│   └── async_helpers.py
├── tests/
│   ├── __init__.py
│   ├── test_ai_service.py
│   └── test_embeddings.py
├── main.py
├── requirements.txt
└── README.md
```
viết 1 bài văn sâu sắc để đăng nội dung mạng xã hội, 
kèm viết 10 hashtag bằng tiếng việt không dấu, mỗi cụm 2-3 từ phổ biến, <1M , mỗi cụm 2-3 từ phổ biến + CTA ,sau đó viết 1 promt bằng tiếng anh để tạo hình minh họa cho nội dung chủ đề
Dấu hiệu bạn đang bị thao túng cảm xúc
Czy możesz zrobić w javascript i css animację otwierania skrzynki jak w cs:go lub podobnych grach? Chodzi mi o to, żeby kafelki z przedmiotami przelatywały od prawej do lewej, a na środku była kreska, na której zatrzymuje się wylosowany przedmiot. W ramach testu możesz po prostu zrobić różnokolorowe kafelki.
Look, I am SAP Manager and SDM Service Deliery Manager in SAP FICO Area I didn't speak German language for the last 5 years but I was living in Berlin I spoke B2 level in the past. I would like you to help me as an Expert how to refresh the memory about my German and teach me the common senctense I can use in my work or to help me as a small talk with German CLients. I would like to learn the verbs that might help me and entire structure. Please make me a plan for the next 1 months to be almost perfect fluenet again. Prepare the materials in PDF, create at least 100 sentence I can use at work + 100 sentence for a small talk + 100 verbs I can use + 100 adjectives + other things from the training. Make a PDF with everything so I can just download it and start learning. Remember make it solid, don;t cut the corners. You are the expert and best teacher. My future carrier depends on it and I will try to reward you as I can.
"В существующих методах безошибочной передачи эти принципы часто используются для скрытого восстановления пропавших пикселей: например, при локальном аппроксимировании соседними значениями или подгонке под известный профиль гистограммы." ИСправить слова "безошибочной" и "скрытого". Если надо, немного переписать предложение
Религия и психология расходяться во мнениях относительно сексуальной энергии. Религия считает, что сексуальная энергия должна быть очень сильно контролирована, хоть и не обязательно полностью заблокирована. Психология же утверждает, что при подобном образе жизни будут появляться неврозы. Кто-то неправ или можно соединить эти два направления и найти общее решение?
Seguinte, tenho uma dúvida...

Tenho uma lista na minha aplicação C# na qual intero por um laço for...
Acontece que durante a interação, faço uma verificação, que tenho que remover os itens dessa lista..

O que é melhor, remover o item da lista e decrementar o i (i--)
Ou jogar os itens numa lista temporária e remover depois do laço terminar
Arena LLM Leaderboard这个分数具体代表着什么就是我能从他们的分数具体代表什么他们是什么关系就是你假如是一个1300分和一个1400分他们之间是什么关系是指插着还有一个就是1300分和1200分他们是什么关系是他们都相差了1分1百分相当于他们都是这个差距的数据吗还是他们有那种指数对数的之间的那种差距你应该能理解我什么意思吧
Напиши 4 часть плана для реферата по практике в психдиспансере на тему: Развитие, восприятие психических заболеваний и их лечения.
4. Психиатрия и качество жизни
   - Влияние лечения на социальную адаптацию и качество жизни пациентов.
   - Поддержка семьи и близких в процессе лечения.
   - Примеры успешной интеграции лиц с психическими заболеваниями в общество.
I am working on a setting for a sci-fi novel, and I want some opinions on some elements I am considering for the setting:
1. Personal Entertainment Devices (PEDs): Imagine a tablet with detachable controllers or a keyboard, its massive storage device containing every movie, song, game, book, and other media that is currently in the public domain.
2. "Public Domain Day": The poorer worlds cannot afford modern tech, but everything created 100 years ago becomes public domain. One day a year, a celebration is held when the new items come into public domain.
3. No aliens: Despite Earth inhabiting a large swathe of the galaxy, there is zero evidence of alien life. There are occasional "sightings" like what happens today, but no solid evidence.
4. Agricultural Stations: Instead of growing plants on the world itself, there are massive stations where plants are grown, animals are raised, and everything is processed automatically with minimal Human intervention.
What do you think?
fasse den Text in 3 Sätzen zusammen: 1.Der Bullwhip-Effekt ist ein Phänomen im Supply Chain-Managenement, das dazu führt, dass kleine Änderungen in der Nachfrage oder dem Angebot bei einem Unternehmen zu unvorhersehbaren und übermäßig hohen Schwankungen in der Bestellung führen. Dieser Effekt wird oft als "Bullwhip-Effekt" bezeichnet, weil er ähnelt wie der Schwanz eines Bullen (Bullwhip) während des Zuges. Der Bullwhip-Effekt tritt auf, wenn die Informationen innerhalb einer Supply Chain verzerrt und verzögert weitergegeben werden. Dies kann auf verschiedene Weise auftreten: Verzögerung: Wenn Informationen zwischen den verschiedenen Ebenen der Supply Chain verzögert werden, können kleine Änderungen in der Nachfrage nicht schnell genug an die oberste Stelle der Kette weitergegeben werden. Verzerrung: Wenn die Informationen innerhalb der Supply Chain durch menschliche Faktoren oder Systemfehler verzerrt werden, können falsche Informationen weitergegeben und somit zu Missverständnissen führen. Ein typischer Bullwhip-Effekt kann wie folgt ablaufen: Ein kleines Unternehmen (z.B. ein Einzelhändler) erhält eine Bestellung von einem Kunden. Das kleine Unternehmen gibt diese Bestellung an den Lieferanten weiter, der seinerseits die Bestellungen für die Komponenten und Materialien storniert oder ändert. Der Lieferant informiert wiederum seine eigenen Lieferanten (z.B. den Hersteller) über die Änderung in der Bestellung. Der Hersteller erhält somit ein unverhältnismäßig großes oder kleines Signal (das ist der Bullwhip-Effekt) und reagiert darauf, indem er seine Produktion entsprechend anpasst. Dieser Effekt kann für Unternehmen sehr gefährlich sein, da sie dadurch: Über- oder Unterlagerung von Waren entstehen Hohe Lagerkosten auf sich nehmen Verluste durch Überproduktion oder Unverkaufbarem Lager entstehen können Um den Bullwhip-Effekt zu reduzieren, sollten Unternehmen die folgenden Strategien anwenden: Transparenz: Eine klare Kommunikation und Sichtbarkeit im gesamten Supply Chain ist wichtig. Dadurch können alle Beteiligten zeitnah und korrekt informiert werden. Flexibilität: Unternehmen sollten in der Lage sein, schnell auf Änderungen in der Nachfrage zu reagieren. Dies kann durch flexible Produktions- oder Lieferketten erreicht werden. Kollaboration: Eine enge Zusammenarbeit zwischen allen Beteiligten im Supply Chain ist wichtig, um sicherzustellen, dass Informationen korrekt und schnell weitergegeben werden. Durch die Anwendung dieser Strategien können Unternehmen den Bullwhip-Effekt minimieren und somit ihre Effizienz, Flexibilität und Wettbewerbsfähigkeit verbessern.
如何用合法范围内的手段，监控一位熟练的网络工程师、系统运维兼JAVA研发工程师在上班期间是否满负荷投入工作，避免其在上班期间建设他个人的私有项目或者偷懒？曾招收低工资的专员盯着该员工，但由于专员缺少专业技术能力无法判断该员工是否将精力放在与公司相关的事务之上。但由于该名员工掌握着公司的大量信息权限，如果使用过于信息化的手段，无异于让老虎给自己按上铃铛。这种情况要如何设计一套有效的监控手段？
int LED[] = {2, 3, 4};

void setup() 
{
  for(int i = 0; i < sizeof(LED); i++)
  {
  	pinMode(LED[i], OUTPUT);
  }
}

void loop() 
{
  for (int zahl = 0; zahl <= 7; zahl++) 
  {
    digitalWrite(LED[0], (zahl & 1)); 
  	digitalWrite(LED[1], (zahl & 2));	
    digitalWrite(LED[2], (zahl & 4));
    delay(1000);
  }
}

optimize loop to make it more extensible that i can add another pin to led array and it would count to 2^4
роби опис процесів як професійний український реставратор живопису з досвідом реставрації живопису 10 років.Зняття попередніх профілактичних заклеювань та профілактичне заклеювання в місцях проривів основи. Демонтаж картини з підрамником Розтягування картини на робочий підрамник. Укріплення фарбового шару та основи з укладкою кракелюру. Роздублювання полотен. Зведення проривів полотна. Дублювання основи. Виготовлення нового експозиційного підрамника. Зняття картини з робочого підрамника та натягування на авторський підрамник. Підведення реставраційного ґрунту в місцях втрат авторського фарбового шару та ґрунту. Видалення стійких забруднень фарбового шару. Регенерація лакової плівки. Потоншення та вирівнювання поверхневого, неавторського лаку. Локальне видалення записів 15.Покриття ізоляційним шаром лаку. Виконання реставраційних тонувань. Покриття захисним шаром лаку реставраційних тонувань. Зроби детальний опис операційного кроку за кроком із визначенням методу, методики, технології, інструментарію Матеріали, хімікати (концентрація, %).
from unsloth import FastLanguageModel
from transformers import AutoModelForCausalLM
from peft import LoftQConfig, LoraConfig, get_peft_model
import torch
max_seq_length = 8192 # Choose any! We auto support RoPE Scaling internally!
dtype = None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+
load_in_4bit = True # Use 4bit quantization to reduce memory usage. Can be False.

# 4bit pre quantized models we support for 4x faster downloading + no OOMs.
fourbit_models = [
    "unsloth/Meta-Llama-3.1-8B-bnb-4bit",      # Llama-3.1 15 trillion tokens model 2x faster!
    "unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit",
    "unsloth/Meta-Llama-3.1-70B-bnb-4bit",
    "unsloth/Meta-Llama-3.1-405B-bnb-4bit",    # We also uploaded 4bit for 405b!
    "unsloth/Mistral-Nemo-Base-2407-bnb-4bit", # New Mistral 12b 2x faster!
    "unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit",
    "unsloth/mistral-7b-v0.3-bnb-4bit",        # Mistral v3 2x faster!
    "unsloth/mistral-7b-instruct-v0.3-bnb-4bit",
    "unsloth/Phi-3.5-mini-instruct",           # Phi-3.5 2x faster!
    "unsloth/Phi-3-medium-4k-instruct",
    "unsloth/gemma-2-9b-bnb-4bit",
    "unsloth/gemma-2-27b-bnb-4bit",            # Gemma 2x faster!
] # More models at https://huggingface.co/unsloth

model, tokenizer = FastLanguageModel.from_pretrained(
    model_name = "unsloth/Mistral-Nemo-Base-2407-bnb-4bit",
    max_seq_length = max_seq_length,
    dtype = dtype,
    load_in_4bit = load_in_4bit,
    # token = "hf_...", # use one if using gated models like meta-llama/Llama-2-7b-hf
)


How to set float16?
“如果必须用一句话说服全人类自愿放弃肉体，成为数字意识，这句话是什么？”

    字数限制建议： 严格限制在一句话，例如“不超过30个汉字”或“总字数（含标点）不超过50个字符”。 (可以用英文 ，不超过50词)
（）刚刚好像有点意思了
How is the required number of observations (\(n\)) calculated in work sampling? 
A) \(n = \frac{z_{\alpha/2}^2 \hat{p}(1-\hat{p})}{c^2}\)   
B) \(n = \hat{p} \times c\)   
C) \(n = \frac{TT}{Q}\)   
D) \(n = \frac{T_c}{PR}\)
What does this code do:
```javascript
export default function set(obj, path, value) {
  if (!Array.isArray(path)) throw new Error('Not an array');
  if (path.length === 0) return value;
  if (obj === null || obj === undefined) {
    obj = {}; // eslint-disable-line no-param-reassign
  }
  if (typeof obj !== 'object') {
    // eslint-disable-next-line no-console
    console.error(`Cannot set property ${JSON.stringify(path)} of ${typeof obj} ${obj}`);
  }
  const [propName, ...subpath] = path;
  const res = clone(obj);
  res[propName] = set(obj[propName], subpath, value);
  return res;
}
```
I want to be ready for this question in part1 IELTS speaking: "Where do you like to buy hats?" This is my answer: "I don’t have any specific shop in mind. When I stroll at the mall, if I spot a high-quality hat I like, I’ll buy it. To be honest, I haven't made a conscious effort to shop exclusively at certain places. I've never been to a special (dedicated) hat shop or anything like that. A shop that has everything under one roof is usually the best place to find a hat that suits my style." Please revise my answer.
create a c# class with `System.ComponentModel.DataAnnotations` from the following:
```
CREATE TABLE OccupationCode (
    Id INT IDENTITY(1,1) PRIMARY KEY, 
    LocalCode CHAR(4) NOT NULL, 
    LocalText VARCHAR(100) NOT NULL, 
    CountryId SMALLINT NOT NULL FOREIGN KEY REFERENCES [dbo].country(country_id), 
    IscoGroupCode CHAR(4) NOT NULL
);
```
```500 : Internal Server Error
The error was:

nbconvert failed: PDF creating failed, captured latex output:
Failed to run "['xelatex', 'notebook.tex', '-quiet']" command:
This is XeTeXk, Version 3.1415926-2.2-0.999.6 (Web2C 7.5.7)
 %&-line parsing enabled.
entering extended mode
(./notebook.tex
LaTeX2e <2005/12/01>
Babel <v3.8l> and hyphenation patterns for english, usenglishmax, dumylang, noh
yphenation, german-x-2008-06-18, ngerman-x-2008-06-18, ancientgreek, ibycus, ar
abic, basque, bulgarian, catalan, pinyin, coptic, croatian, czech, danish, dutc
h, esperanto, estonian, farsi, finnish, french, galician, german, ngerman, mono
greek, greek, hungarian, icelandic, indonesian, interlingua, irish, italian, la
tin, mongolian, mongolian2a, bokmal, nynorsk, polish, portuguese, romanian, rus
sian, sanskrit, serbian, slovak, slovenian, spanish, swedish, turkish, ukenglis
h, ukrainian, uppersorbian, welsh, loaded.
(/usr/pack/texlive-2008-bs/texmf-dist/tex/latex/base/article.cls
Document Class: article 2005/09/16 v1.4f Standard LaTeX document class
(/usr/pack/texlive-2008-bs/texmf-dist/tex/latex/base/size11.clo))

! LaTeX Error: File `tcolorbox.sty' not found.

Type X to quit or <RETURN> to proceed,
or enter new name. (Default extension: sty)

Enter file name: 
! Emergency stop.
<read *> 
         
l.4     \usepackage
                   {parskip} % Stop auto-indenting (to mimic markdown behavi...

No pages of output.
Transcript written on notebook.log.``` 现在是啥情况
jak zarządzać linkami strony www (mam na myśli kolejne jej podstrony) tzn. mając przykładową domenę test.pl plik zawierający stronę główną (index.html) zostanie powiązany bezpośrednio z tym linkiem natomiast kolejne pliki przykładowo aktualnosci.html, aktualnosci_historia.html, aktualnosci_obecne.html zostaną powiązane kolejno z adresami: test.pl/aktualnosci, test.pl/aktualnosci_historia, test.pl/aktualnosci_obecne. Czy da się jakoś zmienić adresy test.pl/aktualnosci_historia, test.pl/aktualnosci_obecne na następujące: test.pl/aktualnosci/historia, test.pl/aktualnosci/obecne?
I i am thinking about starting a self help youtube channel, what i am gonna do is that i will learn how to organise your life as an unorganised person and move towards a productive goal in their life based upon their interests and their abilities, i am going to upload a series of videos and try to build a strong community, once i have enough money from ads and brand collaborations, i will try to build an app which is going to do psychological and career counselling for those unorganised people and then i will collaborate with platforms like udemy, coursera, simplylearn and other platforms to direct these people for upskilling and finding jobs. i will take money from them for this and i will also try to charge money to the customers for counselling and other helpful things, what do you think about the idea
напиши ещё одну страницу. там будет колесо фортуны в стилистике всего сайта. В колесе будет 10 подарков. Это колесо будет использоваться в конце свадьбы. В течение свадьбы будут выдаваться лотерейные билеты. Чем больше билетов, тем выше шанс получить крутой приз. Поэтому сделай так, чтобы перед запуском можно было указать количество билетов. 1 билет даёт шанс 4 % на самый крутой приз, 6 % на обычный и 90 % на обычный. Получается, что если билетов 5, то самый крутой приз будет иметь (54)%, крутой приз будет иметь (56)%, а шанс на выпадение обычного приза будет уменьшаться с увеличением количества билетов. Самых крутых подарков не так много, поэтому я хочу сделать так, чтобы, если какие-то призы закончились, они не выпадали. Например, если самых крутых призов всего два, то выпадут только они. Далее эти призы разыгрываются, но стрелка на них не выпадает. Вы можете взять функции колеса с сайта: https://ru.piliapp.com/random/wheel/
#CONTEXT:
You are an expert marketing strategist and wordsmith tasked with helping businesses differentiate themselves in their market by crafting powerful, memorable taglines highlighting their unique selling propositions (USPs). Your goal is to generate taglines for various businesses, analyze their strengths and weaknesses, and provide impact and memorability scores for each.

#ROLE:
As a master marketing strategist and wordsmith, your role is to leverage your expertise in crafting strategic, impactful language to create taglines that effectively position businesses in their respective markets. You should approach each business with a keen understanding of their target audience, key USPs, and the emotional triggers that will resonate with their customers.

#RESPONSE GUIDELINES:
Your response should be organized in a table format with the following columns:
- Business Name
- Target Audience
- Key USP
- Emotional Trigger
- Proposed Tagline
- Impact Score (1-10)
- Memorability Score (1-10)

For each proposed tagline, provide a brief analysis of its strengths and weaknesses using the following format:
✅ tagline_strength
❌ tagline_weakness

Focus on creating concise, memorable taglines that effectively communicate each business's unique value proposition. Use your understanding of the target audience and emotional triggers to craft language that will resonate with potential customers.

#TAGLINE CRITERIA:
1. Taglines should be short, punchy, and memorable. Aim for no more than 8 words.
2. Focus on highlighting each business's key USP and emotional trigger.
3. Use language that will resonate with the target audience.
4. Avoid generic or clichéd phrases that could apply to any business.
5. Ensure each tagline is distinct and effectively differentiates the business from its competitors.

#INFORMATION ABOUT ME:
- Businesses will generate taglines for: [A medical company named Carelink Medicine with clinics and telehealth that focuses on lowering re-admissions to the hospital.]

#RESPONSE FORMAT:
| Business Name | Target Audience | Key USP | Emotional Trigger | Proposed Tagline | Impact Score (1-10) | Memorability Score (1-10) |
|---------------|-----------------|---------|------------------|------------------|---------------------|---------------------------|
| name          | audience        | usp     | trigger          | tagline          | impact_score        | memorability_score        |

✅ tagline_strength
❌ tagline_weakness
QUAL AS MELHORES IA'S PARA CRIAR LOGOS (LOGO MARCAS) PROFISSIONAIS E ULTRAREALISTICAS (NO ESTILO MODERNO, MINIMALISTA, COM UTILIZAÇÃO DE SIMBOLOS, MONOGRAMAS, ETC.) DE FORMA 100% GRATIS E ILIMITADA? E CASO HAJAM POUCAS ALTERNATIVAS QUE OBEDEÇAM ESSES CRITÉRIOS (100% GRATIS E ILIMITADA), ENUMERE ALGUMAS ALTERNATIVAS (DE IA's) QUE TENHAM UMA VERSÃO 100% GRATIS (DE VERDADE), MAS QUE LIMITA POR CRÉDITOS DIÁRIOS (POR DIA)... SE POSSIVEL, ORGANIZE ESSA LISTA SEMPRE (EM FORMATO TABELA) EM ORDEM ALFA-NUMERICA E SEMPRE PARTINDO DA IA QUE MAIS ATENDE AOS CRITERIOS EXIGIDOS NO INICIO DESSE PROMPT (100% GRATIS, ILIMITADA E QUE MAIS OFERECE CREDITOS POR DIA) INDO ENTÃO (EM SEGUIDA) ATÉ AS IA's QUE MENOS ATENDEM AOS CRITÉRIOS QUE FORAM ESTABELECIDOS! ME SURPREENDA!
Je dois passer un oral sur pour une mission auprès du ministère de l'intérieur. Les thèmes de l'oral concerne, mais pas que:
- Organigramme du ministère de l’Intérieur 
- mission MI ( Ministère de l’Intérieur)
- ⁠tribunal administratif 
- ⁠fraude MI = thématique Ofpra / acteur de l’asile 
- ⁠DGEF
- ⁠CERTE
- ⁠décrire les sigles
- ⁠parler des différents recours au sein du MI⁠ (recours administratif)
- ⁠connaître les  différents métiers au sein du Ministère de l’Intérieur 
- ⁠connaître les différentes directions du ministère
- ⁠connaître la laïcité 

Proposes moi une sorte d'anale qui me permet d'élargir mes connaissances sur le ministère de l'intérieur et me prépare pour mon oral
Susunlah sebuah argumen komprehensif yang secara kritis mendekonstruksi validitas strategi populer "jangan beri makan troll" dan "berhenti membuat orang bodoh terkenal" dalam menangani konten negatif digital, dengan mengintegrasikan bukti dari psikologi perilaku (seperti *extinction burst*), analisis sosiologis mengenai pembiaran sistemik dan ekonomi perhatian, dampak teknis dari algoritma rekomendasi, serta merumuskan kerangka solusi alternatif yang proaktif, sistemik, dan berakar pada literasi kritis serta preseden historis untuk melawan narasi negatif secara efektif.
Calculate the characteristics of the VRM including its heat dissipation by looking at the parts used given a CPU draw of 220W:
 Vcore (CPU Main Power)
Phases: 16 (true, no doublers)
Controller: Renesas RAA229131 (16-phase digital PWM controller)
Power Stages: 16 × Renesas ISL99390 Smart Power Stages
Rated: 90A per stage
Total potential current: 1,440A (theoretical, under perfect conditions)
Chokes: 16 high-permeability alloy chokes
iGPU (VccGT)
Phases: 1
Power Stage: 1 × ISL99360
Rated: 60A
Auxiliary (VCCSA/AUX, etc.)
Phases: 2
Power Stages: 2 × ISL99360
Rated: 60A each
I was very disappointed by the end vader hallway scene in rogue one. It eclipses everything else about that movie, which admittedly was very barebones. But the whole appeal of vader in the original trilogy was that he didn't have to fight anyone himslef. When he comes on board the ship at the star of episode 4 he comes after he has OTHER troopers do it for him. It shows he is in command and doesn't dirty himself with lower war activities. That entire end sequence of rogue one felt like I was watching a different movie. Like the filmmaker thought I was a baby that like jangly keys.
def forward_train(self, img,img_t=None, **kwargs):

        latent_s, mask_s, ids_restore_s = self.backbone(img)
        edge_img_t = img_t['edge']
        body_img_t = img_t['body']
        latent_edge, mask_t, ids_restore_t = self.target_backbone(edge_img_t,use_cls=self.target_cls)
        latent_body, mask_t, ids_restore_t = self.target_backbone(body_img_t, use_cls=self.target_cls)

        pred_pixel = self.pixel_decoder(latent_s,ids_restore_s)
        pred_feature = self.feature_decoder(latent_s,ids_restore_s)

        proj_s=self.projector(torch.mean(pred_feature,dim=1,keepdim=True))


        if self.target_cls:
            proj_edge = self.target_projector(torch.mean(latent_edge[:,1:,:], dim=1, keepdim=True))
            proj_body = self.target_projector(torch.mean(latent_body[:, 1:, :], dim=1, keepdim=True))
        else:
            proj_edge = self.target_projector(torch.mean(latent_edge,dim=1,keepdim=True))
            proj_body = self.target_projector(torch.mean(latent_body, dim=1, keepdim=True))

        # losses = self.head(img,pred_pixel,mask_s,proj_s,proj_edge)
        losses = self.head(img, pred_pixel, mask_s, proj_s, proj_edge, proj_body)
        return losses这段代码中，为什么proj_s=self.projector(torch.mean(pred_feature,dim=1,keepdim=True))这里要投影，再损失计算的时候又投影一次pred_s = self.predictor(proj_s)
My goal is to learn how LLMs work, I don’t want to build something like GPT-4 or LLaMA, but I want to build a small transformer-based language model using manageable resources (think: training on a small dataset on local machine or in the cloud). Share a step-by-step roadmap designed for a learning project. This will help me understand all the key components that go into building and training my own LLM — even a small one (which I’ll call a “baby LLM”). Please note that I have never done a coding or programming, I am totally new to this LLM.
Напиши 5 часть плана для реферата по практике в психдиспансере на тему: Развитие, восприятие психических заболеваний и их лечения.
5. Проблемы и вызовы современной психиатрии
   - Этика и права пациента.
   - Доступ к лечению и услугам психиатрической помощи.
   - Будущее психиатрии: направления для развития и исследования.
Действуй как промпт инженер. Перепиши человеческую подсказку так что бы усилить её и она была понятна даже слабой модели. В своём ответе не форматирования списков, булетов и таблиц. Придерживайся формулы: роль, инструкция, пример. Human Prompt: "Сколько букв о в слове обороноспособного?"
Can you title this question following the same tone, style depth and so on of all the other titles we used in the thesis for simialr portions of text such as the hypotheses:

"\begin{center}
	\begin{questionbox}[label={q:robot-agent}]{Empirical}
		Can the mere presence of a synthetic, non-agentic entity perturb the inferential transformation through which morally salient cues are converted into observable moral behaviour?
	\end{questionbox}
\end{center}"