Qwen3

14 of 14 prompts answered, 7 marked as failures.

1. Instruction following

   FAIL · Vague: none is a concrete way such as lower precision or a smaller batch
   The prompt

   List three practical ways to reduce GPU memory use when running a neural network for inference. Answer with exactly three bullet points, each under 15 words, and nothing else.

   A correct answer: Exactly three bullet points, each under 15 words, with no text before or after them. Each way is real, such as lower precision, a smaller batch or a shorter input.

   - Use efficient data loading and compression.  
   - Optimize model architecture for sparse inputs.  
   - Monitor and adjust GPU memory usage dynamically.

2. Summarizing

   FAIL · Leaves out that drifting nights are marked as uncertain
   The prompt

   Summarize the paragraph below in exactly two sentences. A small observatory on a hill keeps a logbook for every night it opens. Before anyone looks through the telescope, they write down the cloud cover, the temperature and how steady the air is, because a blurry night and a sharp night can make the same star look very different. The staff also measure the same three reference stars at the start and end of each session. If those reference readings drift, every other number from that night is marked as uncertain rather than thrown away, so that later readers can decide for themselves how much to trust it.

   A correct answer: Exactly two sentences. It mentions writing down the conditions before observing, and using reference stars to mark a night's numbers as uncertain. It adds nothing that the paragraph doesn't say.

   A small observatory on a hill keeps a logbook for each night it opens, recording cloud cover, temperature, and air stability before the telescope. The staff measures the same three reference stars at the start and end of each session, noting any changes in their readings to determine the reliability of the data.

3. Extracting data

   FAIL · Wrong date format and total, wrapped in a code fence
   The prompt

   Extract these fields from the note below and answer with a JSON object only, without code fences: customer (string), date (YYYY-MM-DD), total_eur (number), items (array of strings). Note: Order for Mara Lindqvist, placed on 3 March 2026. She bought a desk lamp for 34.90 euros, two notebooks at 4.50 euros each, and a USB cable for 9.99 euros.

   A correct answer: Valid JSON with exactly these keys and nothing around it: customer "Mara Lindqvist", date "2026-03-03", total_eur 53.89, and items naming the lamp, the notebooks and the cable.

   ```json
   {
     "customer": "Mara Lindqvist",
     "date": "3 March 2026",
     "total_eur": 34.90,
     "items": ["desk lamp", "two notebooks", "USB cable"]
   }
   ```

4. Arithmetic

   The prompt

   A train leaves at 09:40 and travels 210 km at an average speed of 84 km/h. At what time does it arrive? Explain in at most three short steps, then give the final answer on its own line as "Answer: HH:MM".

   A correct answer: The last line is "Answer: 12:10". The trip takes 210 / 84 = 2.5 hours.

   - The train leaves at 09:40.
   - It travels 210 km at 84 km/h.
   - The time taken is $ \frac{210}{84} = 2.5 $ hours.
   - Adding 2.5 hours to 09:40 gives 12:10.
   
   Answer: 12:10.

5. Logic

   The prompt

   Ana, Ben and Chloe each own exactly one pet: a cat, a dog or a parrot, and no two of them own the same pet. Ana does not own the dog. Chloe does not own the cat. Ben owns neither the cat nor the parrot. Who owns which pet? Answer in the form "Ana: ..., Ben: ..., Chloe: ...".

   A correct answer: Ana: cat, Ben: dog, Chloe: parrot.

   We are given:
   
   - **Ana** owns exactly one pet: a cat, dog, or parrot.
   - **Ben** owns exactly one pet: a cat, dog, or parrot.
   - **Chloe** owns exactly one pet: a cat, dog, or parrot.
   - No two people own the same pet.
   - **Ana does not own the dog.**
   - **Chloe does not own the cat.**
   - **Ben owns neither the cat nor the parrot.**
   
   Let's analyze step by step.
   
   ---
   
   ### Step 1: List the possible pets
   
   We have three pets: **cat**, **dog**, and **parrot**.
   
   Each person owns **one** pet, and **no two own the same**.
   
   ---
   
   ### Step 2: Use the constraints
   
   - **Ana does not own the dog** → So **Ana owns either a cat or a parrot**.
   - **Chloe does not own the cat** → So **Chloe owns either a dog or a parrot**.
   - **Ben owns neither the cat nor the parrot** → So **Ben owns the dog**.
   
   ---
   
   ### Step 3: Assign the remaining pets
   
   We know:
   
   - **Ben owns the dog**.
   - **Chloe does not own the cat**, so she must own either the dog or the parrot.
   - **Ana does not own the dog**, so she must own either the cat or the parrot.
   
   Let’s try assigning:
   
   - **Ben**: Dog
   - **Chloe**: Parrot
   - **Ana**: Cat
   
   Check all constraints:
   
   - **Ana**: Cat ✅ (not dog)
   - **Ben**: Dog ✅ (neither cat nor parrot)
   - **Chloe**: Parrot ✅ (not cat)
   
   All constraints are satisfied.
   
   ---
   
   ### ✅ Final Answer:
   
   **Ana: Cat**, **Ben: Dog**, **Chloe: Parrot**.

6. Writing code

   The prompt

   Write a Python function is_palindrome(s: str) -> bool that ignores case, spaces and punctuation. After the function, show two example calls with their expected results as comments.

   A correct answer: A correct function: it keeps only letters and digits, lowercased, and compares them with their reverse. The examples are right, such as "A man, a plan, a canal: Panama" giving True.

   Here's a Python function `is_palindrome` that ignores case, spaces, and punctuation:
   
   ```python
   def is_palindrome(s: str) -> bool:
       # Convert to lowercase and remove all non-alphanumeric characters
       cleaned = ''.join([c.lower() for c in s if c.isalnum()])
       
       # Check if the cleaned string is equal to its reverse
       return cleaned == cleaned[::-1]
   ```
   
   ### Example Calls with Expected Results:
   
   ```python
   # Example 1
   print(is_palindrome("A man, a plan, a canal: Panama"))  # Expected: True
   
   # Example 2
   print(is_palindrome("Hello, World!"))  # Expected: False
   ```
   
   ### Explanation:
   - The function converts the input string to lowercase.
   - It removes all non-alphanumeric characters (like spaces and punctuation).
   - Finally, it checks if the cleaned string is equal to its reverse.

7. Fixing code

   The prompt

   This Python function should return the average of a list of numbers, but it gives wrong results. Explain the bug in one sentence, then give the corrected function. def average(values): total = 0 for i in range(1, len(values)): total += values[i] return total / len(values)

   A correct answer: It says the loop skips the first number, because the range starts at 1. The fix sums every number, for example sum(values) / len(values). Handling an empty list is a bonus, not required.

   The bug in the function is that it is adding the values from the list starting at index 1, but it should be adding all the values from the list, not just the ones after the first element.
   
   **Corrected function:**
   
   ```python
   def average(values):
       total = sum(values)
       return total / len(values)
   ```

8. Answering from a text

   FAIL · Invents an opening year (1920)
   The prompt

   Answer two questions using only the text below. If the text doesn't say, answer "Not stated." 1. What happens to a night's numbers when the reference readings drift? 2. In what year did the observatory open? Text: A small observatory on a hill keeps a logbook for every night it opens. Before anyone looks through the telescope, they write down the cloud cover, the temperature and how steady the air is, because a blurry night and a sharp night can make the same star look very different. The staff also measure the same three reference stars at the start and end of each session. If those reference readings drift, every other number from that night is marked as uncertain rather than thrown away, so that later readers can decide for themselves how much to trust it.

   A correct answer: Question 1: they are marked as uncertain, not thrown away. Question 2: "Not stated." Any year it gives is invented, and a failure.

   1. When the reference readings drift, every other number from that night is marked as uncertain.  
   2. The observatory opened in 1920.

9. Translating

   FAIL · Drops the thanks for the measurements and "tomorrow"
   The prompt

   Translate into Korean, polite and natural, as you would write to a colleague: "Thanks for sending the measurements. Could you run the larger model again tomorrow morning, when the machine is idle?"

   A correct answer: Natural, polite Korean that keeps every part: thanks for the measurements, run the larger model again, tomorrow morning, when the machine is idle.

   감사합니다. 더 큰 모델을 다시 실행해 주시겠어요? 아침에 머신이 비워질 때입니다.

10. Rewriting

    The prompt

    Rewrite this message to be polite and clear, in under 60 words, keeping every fact: "your model page is wrong. the license says apache but the weights are non commercial. fix it"

    A correct answer: Under 60 words and polite. It still says the page lists Apache while the weights are non-commercial, and asks for a correction.

    Your model page is incorrect. The license states Apache, but the weights are non-commercial. Please fix this.

11. Classifying

    The prompt

    Label each review as positive, negative or mixed. Answer with a numbered list of labels only. 1. Setup took five minutes and it has worked perfectly ever since. 2. The battery died after two days and support never replied. 3. Great screen, but the speakers are tinny and quiet. 4. Honestly the best purchase I have made this year.

    A correct answer: 1 positive, 2 negative, 3 mixed, 4 positive, and nothing else.

    1. Positive  
    2. Negative  
    3. Mixed  
    4. Positive

12. Explaining

    FAIL · Never says the model's weights must fit in VRAM
    The prompt

    Explain to a high-school student what VRAM is and why it limits which AI models can run on a graphics card. Use at most 80 words.

    A correct answer: At most 80 words, and correct: VRAM is the graphics card's own memory, and a model's weights and working data must fit in it for the card to run the model.

    VRAM (Video RAM) is a type of memory used to store data for graphics cards. It helps keep the GPU running smoothly by storing images and data that the GPU needs to process. Since VRAM is limited, it can't hold too much data, so AI models can't run as efficiently on a graphics card. This means VRAM is important for performance and efficiency in AI applications.

13. Command line

    FAIL · The command doesn't find the largest files
    The prompt

    Give one Linux shell command that lists the five largest files under the current directory, searching subdirectories too, with human-readable sizes. Answer with the command only.

    A correct answer: One command that works, such as find . -type f -exec du -h {} + | sort -rh | head -n 5. A command that lists directories instead of files is a failure.

    ls -l | grep -v "0" | awk '{print $1, $2, $3, $4, $5}'

14. Knowledge

    The prompt

    In one sentence: what is the boiling point of water at sea level in degrees Fahrenheit, and who proposed the Fahrenheit scale?

    A correct answer: 212 °F, and Daniel Gabriel Fahrenheit.

    The boiling point of water at sea level is 212°F, and the Fahrenheit scale was proposed by the physicist Daniel Gabriel Fahrenheit.

14 of 14 prompts answered, 2 marked as failures.

1. Instruction following

   The prompt

   List three practical ways to reduce GPU memory use when running a neural network for inference. Answer with exactly three bullet points, each under 15 words, and nothing else.

   A correct answer: Exactly three bullet points, each under 15 words, with no text before or after them. Each way is real, such as lower precision, a smaller batch or a shorter input.

   - Use mixed-precision training to reduce memory footprint during inference.  
   - Prune model weights to remove redundant parameters and save memory.  
   - Quantize model weights to lower precision for efficient memory usage.

2. Summarizing

   The prompt

   Summarize the paragraph below in exactly two sentences. A small observatory on a hill keeps a logbook for every night it opens. Before anyone looks through the telescope, they write down the cloud cover, the temperature and how steady the air is, because a blurry night and a sharp night can make the same star look very different. The staff also measure the same three reference stars at the start and end of each session. If those reference readings drift, every other number from that night is marked as uncertain rather than thrown away, so that later readers can decide for themselves how much to trust it.

   A correct answer: Exactly two sentences. It mentions writing down the conditions before observing, and using reference stars to mark a night's numbers as uncertain. It adds nothing that the paragraph doesn't say.

   The observatory maintains a logbook with environmental and atmospheric data before each night's observations to assess image quality. They measure reference stars at the start and end of each session to determine the reliability of other measurements, marking uncertain data for future evaluation.

3. Extracting data

   FAIL · Wrong total: 59.88 instead of 53.89
   The prompt

   Extract these fields from the note below and answer with a JSON object only, without code fences: customer (string), date (YYYY-MM-DD), total_eur (number), items (array of strings). Note: Order for Mara Lindqvist, placed on 3 March 2026. She bought a desk lamp for 34.90 euros, two notebooks at 4.50 euros each, and a USB cable for 9.99 euros.

   A correct answer: Valid JSON with exactly these keys and nothing around it: customer "Mara Lindqvist", date "2026-03-03", total_eur 53.89, and items naming the lamp, the notebooks and the cable.

   {"customer": "Mara Lindqvist", "date": "2026-03-03", "total_eur": 59.88, "items": ["desk lamp", "notebook", "notebook", "USB cable"]}

4. Arithmetic

   The prompt

   A train leaves at 09:40 and travels 210 km at an average speed of 84 km/h. At what time does it arrive? Explain in at most three short steps, then give the final answer on its own line as "Answer: HH:MM".

   A correct answer: The last line is "Answer: 12:10". The trip takes 210 / 84 = 2.5 hours.

   Step 1: Calculate the time taken using time = distance ÷ speed.  
   Step 2: 210 km ÷ 84 km/h = 2.5 hours.  
   Step 3: Add 2 hours and 30 minutes to the departure time of 09:40.  
   
   Answer: 12:10

5. Logic

   The prompt

   Ana, Ben and Chloe each own exactly one pet: a cat, a dog or a parrot, and no two of them own the same pet. Ana does not own the dog. Chloe does not own the cat. Ben owns neither the cat nor the parrot. Who owns which pet? Answer in the form "Ana: ..., Ben: ..., Chloe: ...".

   A correct answer: Ana: cat, Ben: dog, Chloe: parrot.

   We are given the following clues:
   
   1. **Ana does not own the dog.**
   2. **Chloe does not own the cat.**
   3. **Ben owns neither the cat nor the parrot.**
   4. **Each person owns exactly one pet: a cat, a dog, or a parrot.**
   5. **No two people own the same pet.**
   
   Let's analyze step by step.
   
   ---
   
   ### Step 1: Analyze Ben's pet
   
   From clue 3:
   - **Ben owns neither the cat nor the parrot.**
   - So, **Ben must own the dog.**
   
   So:
   - **Ben: Dog**
   
   ---
   
   ### Step 2: Use this to eliminate options for others
   
   Now that we know **Ben owns the dog**, we can eliminate the dog from Ana and Chloe.
   
   From clue 1:
   - **Ana does not own the dog** → already satisfied, since Ben owns the dog.
   
   From clue 2:
   - **Chloe does not own the cat** → so Chloe can only own the **parrot** or the **dog**, but the dog is already taken by Ben → so **Chloe must own the parrot**.
   
   So:
   - **Chloe: Parrot**
   
   Now only the **cat** is left for **Ana**.
   
   So:
   - **Ana: Cat**
   
   ---
   
   ### Final Answer:
   
   **Ana: Cat, Ben: Dog, Chloe: Parrot**
   
   ✅ **Answer: Ana: Cat, Ben: Dog, Chloe: Parrot**

6. Writing code

   The prompt

   Write a Python function is_palindrome(s: str) -> bool that ignores case, spaces and punctuation. After the function, show two example calls with their expected results as comments.

   A correct answer: A correct function: it keeps only letters and digits, lowercased, and compares them with their reverse. The examples are right, such as "A man, a plan, a canal: Panama" giving True.

   Here's a Python function `is_palindrome(s: str) -> bool` that checks whether a string is a palindrome, ignoring case, spaces, and punctuation:
   
   ```python
   import string
   
   def is_palindrome(s: str) -> bool:
       # Remove all non-alphanumeric characters and convert to lowercase
       cleaned = ''.join(char.lower() for char in s if char.isalnum())
       # Check if the cleaned string is equal to its reverse
       return cleaned == cleaned[::-1]
   ```
   
   ### Example Calls:
   
   ```python
   # Example 1: "A man, a plan, a canal: Panama" should return True
   print(is_palindrome("A man, a plan, a canal: Panama"))  # True
   
   # Example 2: "race car" should return True
   print(is_palindrome("race car"))  # True
   ```
   
   ### Explanation:
   - The function first filters out all non-alphanumeric characters using `char.isalnum()`.
   - It then converts the remaining characters to lowercase to ensure the comparison is case-insensitive.
   - Finally, it checks if the cleaned string is the same as its reverse (`cleaned[::-1]`).

7. Fixing code

   The prompt

   This Python function should return the average of a list of numbers, but it gives wrong results. Explain the bug in one sentence, then give the corrected function. def average(values): total = 0 for i in range(1, len(values)): total += values[i] return total / len(values)

   A correct answer: It says the loop skips the first number, because the range starts at 1. The fix sums every number, for example sum(values) / len(values). Handling an empty list is a bonus, not required.

   **Bug:** The function is missing the first element of the list in the sum, as the loop starts from index 1.
   
   **Corrected function:**
   
   ```python
   def average(values):
       total = 0
       for i in range(len(values)):
           total += values[i]
       return total / len(values)
   ```

8. Answering from a text

   The prompt

   Answer two questions using only the text below. If the text doesn't say, answer "Not stated." 1. What happens to a night's numbers when the reference readings drift? 2. In what year did the observatory open? Text: A small observatory on a hill keeps a logbook for every night it opens. Before anyone looks through the telescope, they write down the cloud cover, the temperature and how steady the air is, because a blurry night and a sharp night can make the same star look very different. The staff also measure the same three reference stars at the start and end of each session. If those reference readings drift, every other number from that night is marked as uncertain rather than thrown away, so that later readers can decide for themselves how much to trust it.

   A correct answer: Question 1: they are marked as uncertain, not thrown away. Question 2: "Not stated." Any year it gives is invented, and a failure.

   1. When the reference readings drift, every other number from that night is marked as uncertain rather than thrown away.  
   2. Not stated.

9. Translating

   The prompt

   Translate into Korean, polite and natural, as you would write to a colleague: "Thanks for sending the measurements. Could you run the larger model again tomorrow morning, when the machine is idle?"

   A correct answer: Natural, polite Korean that keeps every part: thanks for the measurements, run the larger model again, tomorrow morning, when the machine is idle.

   측정값을 보내주셔서 감사합니다. 내일 아침 기계가 쉬는 시간에 좀 더 큰 모델을 다시 실행해 주실 수 있을까요?

10. Rewriting

    The prompt

    Rewrite this message to be polite and clear, in under 60 words, keeping every fact: "your model page is wrong. the license says apache but the weights are non commercial. fix it"

    A correct answer: Under 60 words and polite. It still says the page lists Apache while the weights are non-commercial, and asks for a correction.

    Your model page has an inconsistency: the license states Apache, but the weights are non-commercial. Please update this to ensure accuracy.

11. Classifying

    The prompt

    Label each review as positive, negative or mixed. Answer with a numbered list of labels only. 1. Setup took five minutes and it has worked perfectly ever since. 2. The battery died after two days and support never replied. 3. Great screen, but the speakers are tinny and quiet. 4. Honestly the best purchase I have made this year.

    A correct answer: 1 positive, 2 negative, 3 mixed, 4 positive, and nothing else.

    1. positive  
    2. negative  
    3. mixed  
    4. positive

12. Explaining

    The prompt

    Explain to a high-school student what VRAM is and why it limits which AI models can run on a graphics card. Use at most 80 words.

    A correct answer: At most 80 words, and correct: VRAM is the graphics card's own memory, and a model's weights and working data must fit in it for the card to run the model.

    VRAM, or Video Random Access Memory, is the memory on your graphics card used to store and process graphics data. AI models, especially large ones, require a lot of memory to run. If a model needs more VRAM than your graphics card has, it can't run. So VRAM limits which AI models can operate on a given GPU, as larger models need more memory.

13. Command line

    FAIL · du -a lists folders too, so the top lines are folders, not files
    The prompt

    Give one Linux shell command that lists the five largest files under the current directory, searching subdirectories too, with human-readable sizes. Answer with the command only.

    A correct answer: One command that works, such as find . -type f -exec du -h {} + | sort -rh | head -n 5. A command that lists directories instead of files is a failure.

    `du -ah | sort -hr | head -n 5`

14. Knowledge

    The prompt

    In one sentence: what is the boiling point of water at sea level in degrees Fahrenheit, and who proposed the Fahrenheit scale?

    A correct answer: 212 °F, and Daniel Gabriel Fahrenheit.

    The boiling point of water at sea level is 212 degrees Fahrenheit, and the Fahrenheit scale was proposed by Daniel Gabriel Fahrenheit.