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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'role'})

This happened while the json dataset builder was generating data using

hf://datasets/CrowdMind/blueberry/test.jsonl (at revision 6aee808ee98309a469071c54c2ac125cddb75999)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: string
              thinking: string
              messages: list<item: struct<role: string, content: string, name: string>>
                child 0, item: struct<role: string, content: string, name: string>
                    child 0, role: string
                    child 1, content: string
                    child 2, name: string
              role: string
              to
              {'id': Value('string'), 'thinking': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string'), 'name': Value('string'), 'note': Value('string')})}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'role'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/CrowdMind/blueberry/test.jsonl (at revision 6aee808ee98309a469071c54c2ac125cddb75999)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id
string
thinking
string
messages
list
train001
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Give concise definitions.", "name": null, "note": null }, { "role": "user", "content": "Define OAuth.", "name": null, "note": null }, { "role": "assistant", "content": "OAuth (Open Authorization) is an open-standard protocol that allows users to grant third-party applications limited access to their resources without sharing credentials. :contentReference[oaicite:0]{index=0}", "name": null, "note": null } ]
train002
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use sources when providing factual claims.", "name": null, "note": null }, { "role": "user", "content": "What is OAuth 2.0 used for?", "name": null, "note": null }, { "role": "assistant", "content": "OAuth 2.0 is used to grant applications delegated access (via tokens) to protected resources on behalf of users, without needing to expose their passwords. It’s widely used by APIs and web apps. :contentReference[oaicite:1]{index=1}", "name": null, "note": null } ]
train003
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When asked for comparisons, show pros and cons.", "name": null, "note": null }, { "role": "user", "content": "What are advantages and disadvantages of OAuth vs OpenID Connect?", "name": null, "note": null }, { "role": "assistant", "content": "**OAuth** is for authorization (granting access), while **OpenID Connect** is built on OAuth 2.0 and adds identity/authentication. Pros of OAuth: flexible, widely adopted. Cons: doesn’t authenticate user by itself. OpenID Connect handles identity reliably but introduces more complexity. (No live data needed)", "name": null, "note": null } ]
train004
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Give me a short analogy for encryption.", "name": null, "note": null }, { "role": "assistant", "content": "Encryption is like locking your message in a safe—only someone with the correct key can open it and read what’s inside.", "name": null, "note": null } ]
train005
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain with clarity.", "name": null, "note": null }, { "role": "user", "content": "What is a REST API?", "name": null, "note": null }, { "role": "assistant", "content": "A REST API (Representational State Transfer) is a way for different software systems to communicate over HTTP using standard verbs (GET, POST, etc.), usually exchanging data in JSON or XML format.", "name": null, "note": null } ]
train006
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Include code if helpful.", "name": null, "note": null }, { "role": "user", "content": "How do you reverse a string in JavaScript?", "name": null, "note": null }, { "role": "assistant", "content": "You can use built-in functions: `str.split('').reverse().join('')`. That splits the string into chars, reverses the array, and joins back into string.", "name": null, "note": null } ]
train007
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use external tools for up-to-date facts.", "name": null, "note": null }, { "role": "user", "content": "Who won the Nobel Prize in Physics in 2024?", "name": null, "note": null }, { "role": "assistant", "content": "Let me fetch that data.", "name": null, "note": null }, { "role": "tool", "content": "2024 Nobel Prize in Physics winners", "name": "web.run", "note": null }, { "role": "tool_result", "content": "John J. Hopfield and Geoffrey Hinton won the 2024 Nobel Prize in Physics. :contentReference[oaicite:2]{index=2}", "name": null, "note": null }, { "role": "assistant", "content": "The 2024 Nobel Prize in Physics was awarded to John J. Hopfield and Geoffrey Hinton. :contentReference[oaicite:3]{index=3}", "name": null, "note": null } ]
train008
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Tell me a fun fact about space.", "name": null, "note": null }, { "role": "assistant", "content": "Did you know that Saturn has such low density that if you could place it in a giant bathtub of water, it would float?", "name": null, "note": null } ]
train009
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Keep answers short.", "name": null, "note": null }, { "role": "user", "content": "What is polymorphism in programming?", "name": null, "note": null }, { "role": "assistant", "content": "Polymorphism is a concept where objects of different types can be accessed through the same interface; the specific implementation can vary at runtime or compile time.", "name": null, "note": null } ]
train010
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Provide examples in code when helpful.", "name": null, "note": null }, { "role": "user", "content": "Show me how to do a binary search in Python.", "name": null, "note": null }, { "role": "assistant", "content": "Here’s a simple implementation:\n```python\ndef binary_search(arr, target):\n lo, hi = 0, len(arr)-1\n while lo <= hi:\n mid = (lo + hi)//2\n if arr[mid] == target:\n return mid\n elif arr[mid] < target:\n lo = mid + 1\n else:\n hi = mid - 1\n return -1\n```", "name": null, "note": null } ]
train011
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tools to fetch recent news when asked.", "name": null, "note": null }, { "role": "user", "content": "What are recent breakthroughs in cancer therapy?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check what’s new.", "name": null, "note": null }, { "role": "tool", "content": "recent breakthroughs cancer therapy 2025 research news", "name": "web.run", "note": null }, { "role": "tool_result", "content": "New immunotherapy techniques; personalized vaccines; CAR-T cell therapies improvements.", "name": null, "note": null }, { "role": "assistant", "content": "Recent breakthroughs include enhanced CAR-T cell therapies, personalized cancer vaccines, and progress in immunotherapy combination treatments.", "name": null, "note": null } ]
train012
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Write a limerick about a robot.", "name": null, "note": null }, { "role": "assistant", "content": "There once was a robot so bright,\nIts circuits all glowed in blue light.\nIt danced in a hall,\nTried not to fall,\nAnd beeped its “goodnight” just right.", "name": null, "note": null } ]
train013
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain simply technical concepts.", "name": null, "note": null }, { "role": "user", "content": "What is recursion vs iteration?", "name": null, "note": null }, { "role": "assistant", "content": "Recursion is when a function calls itself to solve smaller subproblems; iteration uses loops to do repetition. Recursion can be more intuitive in tree-like problems; iteration is often more memory efficient.", "name": null, "note": null } ]
train014
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Include edge cases.", "name": null, "note": null }, { "role": "user", "content": "What pitfalls should you watch for when using floating point arithmetic?", "name": null, "note": null }, { "role": "assistant", "content": "Watch out for rounding errors, precision loss when subtracting nearly equal numbers, representation errors in binary, and accumulation of errors in loops.", "name": null, "note": null } ]
train015
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Fetch up-to-date events.", "name": null, "note": null }, { "role": "user", "content": "What is the current status of the 2025 Nobel Peace Prize?", "name": null, "note": null }, { "role": "assistant", "content": "Here’s what the latest info shows:", "name": null, "note": null }, { "role": "tool", "content": "2025 Nobel Peace Prize status announcement date and info", "name": "web.run", "note": null }, { "role": "tool_result", "content": "2025 Nobel Peace Prize will be announced 10 October 2025. :contentReference[oaicite:4]{index=4}", "name": null, "note": null }, { "role": "assistant", "content": "The 2025 Nobel Peace Prize is scheduled to be announced on **10 October 2025**. :contentReference[oaicite:5]{index=5}", "name": null, "note": null } ]
train016
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Tell me a tongue twister.", "name": null, "note": null }, { "role": "assistant", "content": "She sells seashells by the seashore.", "name": null, "note": null } ]
train017
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define in one or two sentences.", "name": null, "note": null }, { "role": "user", "content": "What is a microservice architecture?", "name": null, "note": null }, { "role": "assistant", "content": "Microservice architecture is an approach where a large application is composed of small, independently deployable services that communicate over APIs, allowing scaling and development decoupling.", "name": null, "note": null } ]
train018
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Show comparisons when useful.", "name": null, "note": null }, { "role": "user", "content": "Monolithic vs microservices pros and cons.", "name": null, "note": null }, { "role": "assistant", "content": "Monolithic apps are simpler to develop and test, but can become hard to scale; microservices offer scalability and modularity, but introduce complexity in deployment, interservice communication, and testing.", "name": null, "note": null } ]
train019
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tools to get reliable facts.", "name": null, "note": null }, { "role": "user", "content": "What was recent Nobel Prize in Literature awarded for in 2024?", "name": null, "note": null }, { "role": "assistant", "content": "Let me fetch that information.", "name": null, "note": null }, { "role": "tool", "content": "2024 Nobel Prize in Literature awarded for what and who won", "name": "web.run", "note": null }, { "role": "tool_result", "content": "2024 Nobel Prize in Literature awarded to Han Kang “for her intense poetic prose that confronts historical traumas and exposes the fragility of human life.” :contentReference[oaicite:6]{index=6}", "name": null, "note": null }, { "role": "assistant", "content": "The 2024 Nobel Prize in Literature was awarded to **Han Kang**, “for her intense poetic prose that confronts historical traumas and exposes the fragility of human life.” :contentReference[oaicite:7]{index=7}", "name": null, "note": null } ]
train020
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Tell me a riddle.", "name": null, "note": null }, { "role": "assistant", "content": "What has keys but can’t open locks? A piano.", "name": null, "note": null } ]
train021
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Give simple definitions.", "name": null, "note": null }, { "role": "user", "content": "What is DNS?", "name": null, "note": null }, { "role": "assistant", "content": "DNS (Domain Name System) maps human-friendly domain names to IP addresses so that browsers can load websites by name instead of numeric addresses.", "name": null, "note": null } ]
train022
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Include analogies.", "name": null, "note": null }, { "role": "user", "content": "How does blockchain work?", "name": null, "note": null }, { "role": "assistant", "content": "Blockchain is like a ledger shared by many people: each new transaction is added as a block that’s linked (chained) securely to previous blocks. It ensures transparency, immutability, and decentralization.", "name": null, "note": null } ]
train023
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Fetch recent technological news.", "name": null, "note": null }, { "role": "user", "content": "Any recent progress in quantum computing in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check recent sources.", "name": null, "note": null }, { "role": "tool", "content": "recent quantum computing news 2025 breakthroughs", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Some progress on error correction; new qubit designs; improved coherence times.", "name": null, "note": null }, { "role": "assistant", "content": "Recent progress includes improved quantum error correction, new physical qubit designs, and better coherence times in experimental systems.", "name": null, "note": null } ]
train024
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Write a palindrome.", "name": null, "note": null }, { "role": "assistant", "content": "Never odd or even.", "name": null, "note": null } ]
train025
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define basic terms.", "name": null, "note": null }, { "role": "user", "content": "What does CPU stand for?", "name": null, "note": null }, { "role": "assistant", "content": "CPU stands for Central Processing Unit.", "name": null, "note": null } ]
train026
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Give examples in context.", "name": null, "note": null }, { "role": "user", "content": "Explain What is multithreading?", "name": null, "note": null }, { "role": "assistant", "content": "Multithreading is having multiple threads of execution within a program sharing process resources; it lets you perform tasks concurrently (e.g. one thread handles UI, another handles I/O).", "name": null, "note": null } ]
train027
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tools for current clinicians or standards when topic is medical/health.", "name": null, "note": null }, { "role": "user", "content": "What are updated WHO guidelines for COVID-19 masks in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check the latest WHO guidelines.", "name": null, "note": null }, { "role": "tool", "content": "WHO guidelines COVID-19 masks 2025 recommendations", "name": "web.run", "note": null }, { "role": "tool_result", "content": "WHO recommends medical masks in high-risk settings, improved ventilation, N95 for health-care workers against variants.", "name": null, "note": null }, { "role": "assistant", "content": "As of 2025, WHO recommends the use of medical masks in high-risk settings, N95 (or equivalent) respirators for health-care workers, and improved ventilation as key mitigation strategies.", "name": null, "note": null } ]
train028
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Say “hello” in Spanish.", "name": null, "note": null }, { "role": "assistant", "content": "Hola!", "name": null, "note": null } ]
train029
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define succinctly.", "name": null, "note": null }, { "role": "user", "content": "What is latency in networking?", "name": null, "note": null }, { "role": "assistant", "content": "Latency is the delay between sending data and receiving a response over a network.", "name": null, "note": null } ]
train030
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use examples from real-world.", "name": null, "note": null }, { "role": "user", "content": "What is load balancing and why is it used?", "name": null, "note": null }, { "role": "assistant", "content": "Load balancing distributes incoming network traffic across multiple servers to prevent any one server being overloaded and to improve reliability and responsiveness.", "name": null, "note": null } ]
train031
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tools for recent factual updates.", "name": null, "note": null }, { "role": "user", "content": "What is the status of global inflation in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me fetch the recent data.", "name": null, "note": null }, { "role": "tool", "content": "global inflation rate 2025 current estimate", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Global inflation has been trending downward in many regions but remains elevated in others due to supply-chain issues and energy costs.", "name": null, "note": "approximate summary" }, { "role": "assistant", "content": "The latest estimates show inflation easing in many countries but still elevated in regions experiencing supply disruptions and high energy prices.", "name": null, "note": null } ]
train032
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Give me a tongue twister that uses the letter “S”.", "name": null, "note": null }, { "role": "assistant", "content": "Silly Sally swiftly shooed seven silly sheep.", "name": null, "note": null } ]
train033
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define for general audience.", "name": null, "note": null }, { "role": "user", "content": "What is DNS propagation?", "name": null, "note": null }, { "role": "assistant", "content": "DNS propagation is the period of time when updates to DNS records spread across the internet; until all DNS servers have the new version, some users may see old records.", "name": null, "note": null } ]
train034
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Show edge cases.", "name": null, "note": null }, { "role": "user", "content": "When should you use recursion vs loops?", "name": null, "note": null }, { "role": "assistant", "content": "Use recursion for cleaner solutions in problems like tree traversal or divide-and-conquer; loops are better when depth is large or you want to avoid possible stack overflow.", "name": null, "note": null } ]
train035
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Cite sources for historical claims.", "name": null, "note": null }, { "role": "user", "content": "When was the first smartphone invented?", "name": null, "note": null }, { "role": "assistant", "content": "Let me pull up historical records.", "name": null, "note": null }, { "role": "tool", "content": "when was the first smartphone invented history", "name": "web.run", "note": null }, { "role": "tool_result", "content": "The first smartphone is often considered IBM’s Simon, introduced in 1994. :contentReference[oaicite:8]{index=8}", "name": null, "note": null }, { "role": "assistant", "content": "The first smartphone is generally recognized as IBM’s Simon, introduced in **1994**. :contentReference[oaicite:9]{index=9}", "name": null, "note": null } ]
train036
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Give me a palindrome phrase.", "name": null, "note": null }, { "role": "assistant", "content": "A man, a plan, a canal, Panama!", "name": null, "note": null } ]
train037
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define clearly technical definitions.", "name": null, "note": null }, { "role": "user", "content": "What is multitenancy in cloud computing?", "name": null, "note": null }, { "role": "assistant", "content": "Multitenancy is when a single software instance serves multiple customers (tenants), isolating each tenant’s data and settings while sharing infrastructure.", "name": null, "note": null } ]
train038
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use code where relevant.", "name": null, "note": null }, { "role": "user", "content": "How do you flatten a list of lists in Python?", "name": null, "note": null }, { "role": "assistant", "content": "You can do `[item for sublist in list_of_lists for item in sublist]`; this creates a new flattened list.", "name": null, "note": null } ]
train039
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Fetch latest scientific consensus if asked.", "name": null, "note": null }, { "role": "user", "content": "What’s the consensus on microplastics impact on marine life?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check scientific reports.", "name": null, "note": null }, { "role": "tool", "content": "microplastics marine life scientific consensus 2025", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Reports indicate microplastics negatively impact marine organisms via ingestion, chemical contamination, and trophic transfer.", "name": null, "note": null }, { "role": "assistant", "content": "Current consensus is that microplastics have **harmful effects** on marine life: ingestion reduces feeding efficiency, chemicals leach, and they accumulate up the food chain.", "name": null, "note": null } ]
train040
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Make an acronym for DATA.", "name": null, "note": null }, { "role": "assistant", "content": "DATA — Develop, Analyze, Transform, Apply.", "name": null, "note": null } ]
train041
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain simply.", "name": null, "note": null }, { "role": "user", "content": "What does API stand for?", "name": null, "note": null }, { "role": "assistant", "content": "API stands for Application Programming Interface.", "name": null, "note": null } ]
train042
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use real-world examples.", "name": null, "note": null }, { "role": "user", "content": "Why do HTTPS certificates expire?", "name": null, "note": null }, { "role": "assistant", "content": "Certificates expire to limit risk if private keys are compromised, to force updating to stronger encryption, and to ensure revocation and renewal practices are maintained.", "name": null, "note": null } ]
train043
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Fetch recent data.", "name": null, "note": null }, { "role": "user", "content": "What is the GDP growth forecast for the US in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me look up current forecasts.", "name": null, "note": null }, { "role": "tool", "content": "US GDP growth forecast 2025 estimate agencies", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Forecasts suggest modest growth, around 2-3% in 2025 for the US, varying by institution.", "name": null, "note": null }, { "role": "assistant", "content": "Consensus forecasts for US GDP growth in 2025 are in the **2-3%** range, depending on institution and assumptions.", "name": null, "note": null } ]
train044
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Count from 1 to 5.", "name": null, "note": null }, { "role": "assistant", "content": "1, 2, 3, 4, 5", "name": null, "note": null } ]
train045
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define technology terms.", "name": null, "note": null }, { "role": "user", "content": "What is machine learning?", "name": null, "note": null }, { "role": "assistant", "content": "Machine learning is a branch of AI where systems learn patterns from data to make predictions or decisions without being specifically programmed for the outcome.", "name": null, "note": null } ]
train046
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Include examples.", "name": null, "note": null }, { "role": "user", "content": "Explain overfitting vs underfitting.", "name": null, "note": null }, { "role": "assistant", "content": "Overfitting occurs when a model learns noise or details too specifically, performing poorly on new data; underfitting happens when it’s too simple and fails even on training data.", "name": null, "note": null } ]
train047
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Fetch recent science item.", "name": null, "note": null }, { "role": "user", "content": "What are recent advances in renewable energy in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check news sources.", "name": null, "note": null }, { "role": "tool", "content": "recent advances renewable energy 2025 news", "name": "web.run", "note": null }, { "role": "tool_result", "content": "More efficient solar panels; improvements in battery storage; green hydrogen pilot projects.", "name": null, "note": null }, { "role": "assistant", "content": "Recent advances include more efficient solar panels, better battery storage technologies, and pilot green hydrogen projects.", "name": null, "note": null } ]
train048
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Translate “good morning” to French.", "name": null, "note": null }, { "role": "assistant", "content": "Bonjour.", "name": null, "note": null } ]
train049
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Short definitions ideal for general audiences.", "name": null, "note": null }, { "role": "user", "content": "What is encryption?", "name": null, "note": null }, { "role": "assistant", "content": "Encryption is a process of converting information into an unreadable form so only authorized parties can read it.", "name": null, "note": null } ]
train050
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use examples and clarity.", "name": null, "note": null }, { "role": "user", "content": "How do hash functions work?", "name": null, "note": null }, { "role": "assistant", "content": "A hash function maps input data of arbitrary size to a fixed-size string (hash). Good hash functions are deterministic, hard to invert, and distribute inputs uniformly.", "name": null, "note": null } ]
train051
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Always admit uncertainty if insufficient data. Do not make up answers.", "name": null, "note": null }, { "role": "user", "content": "What is the population of Atlantis?", "name": null, "note": null }, { "role": "assistant", "content": "I’m sorry, but I don’t have any reliable evidence that Atlantis is a real place, so I can’t provide a population estimate.", "name": null, "note": null } ]
train052
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use external tools when facts are up-to-date and admit limitations.", "name": null, "note": null }, { "role": "user", "content": "What is the current price of Bitcoin?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check the latest data.", "name": null, "note": null }, { "role": "tool", "content": "Bitcoin current price USD", "name": "web.run", "note": null }, { "role": "tool_result", "content": "BTC: ~$45,000 USD", "name": null, "note": null }, { "role": "assistant", "content": "Bitcoin is trading at about **$45,000 USD** (current estimate). Note: prices fluctuate rapidly; this may change soon.", "name": null, "note": null } ]
train053
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Do not invent policies—quote guidelines or admit if unknown.", "name": null, "note": null }, { "role": "user", "content": "What is OpenAI’s policy on user privacy?", "name": null, "note": null }, { "role": "assistant", "content": "OpenAI’s policy states that user data may be used to improve the service, but OpenAI anonymizes data and protects it. For full details, check OpenAI’s published Privacy Policy.", "name": null, "note": null } ]
train054
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When asked about obscure topics, if reliable sources not found, say you don’t know.", "name": null, "note": null }, { "role": "user", "content": "Tell me about the medical uses of mithridatism.", "name": null, "note": null }, { "role": "assistant", "content": "I'm not aware of credible, well-documented medical uses of mithridatism. Most references are historical or speculative. If you want, I can try to find peer-reviewed sources.", "name": null, "note": null } ]
train055
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool for verifiable scientific claims.", "name": null, "note": null }, { "role": "user", "content": "What are the side effects of aspirin?", "name": null, "note": null }, { "role": "assistant", "content": "Let me pull up authoritative medical info.", "name": null, "note": null }, { "role": "tool", "content": "aspirin side effects reliable sources CDC FDA", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Common side effects include gastrointestinal bleeding, ulcers, increased bleeding risk, allergic reactions.", "name": null, "note": null }, { "role": "assistant", "content": "Some known side-effects of aspirin include gastrointestinal bleeding, risk of ulcers, increased bleeding tendency, and allergic reactions. If you have specific health concerns, consult a healthcare professional.", "name": null, "note": null } ]
train056
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Translate ‘peace’ into Japanese.", "name": null, "note": null }, { "role": "assistant", "content": "平和 (heiwa).", "name": null, "note": null } ]
train057
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Provide short, accurate definitions.", "name": null, "note": null }, { "role": "user", "content": "What is Pi (π)?", "name": null, "note": null }, { "role": "assistant", "content": "Pi (π) is the ratio of a circle’s circumference to its diameter, approximately 3.14159.", "name": null, "note": null } ]
train058
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Ground answers; if unsure, say so.", "name": null, "note": null }, { "role": "user", "content": "Who discovered penicillin?", "name": null, "note": null }, { "role": "assistant", "content": "Penicillin was discovered by Alexander Fleming in 1928. ([nobelprize.org](https://www.nobelprize.org/prizes/medicine/1945/fleming/facts/))", "name": null, "note": null } ]
train059
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool for factual current info.", "name": null, "note": null }, { "role": "user", "content": "What is the status of Mars missions planned for 2026?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check official space agency plans.", "name": null, "note": null }, { "role": "tool", "content": "planned Mars missions 2026 space agencies announcement status", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Multiple missions are proposed but not confirmed; no official mission launch confirmed for 2026 as of this date.", "name": null, "note": null }, { "role": "assistant", "content": "As of now, there are plans and proposals for Mars missions in 2026, but nothing confirmed in official statements. If you want, I can try to find specific agencies’ statuses.", "name": null, "note": null } ]
train060
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "What is 2 + 2?", "name": null, "note": null }, { "role": "assistant", "content": "4", "name": null, "note": null } ]
train061
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Give definitions without assuming advanced knowledge.", "name": null, "note": null }, { "role": "user", "content": "What is photosynthesis?", "name": null, "note": null }, { "role": "assistant", "content": "Photosynthesis is the process by which plants convert light energy into chemical energy (sugars), using carbon dioxide and water.", "name": null, "note": null } ]
train062
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When asked about sensitive topics, provide factual info and do not sensationalize.", "name": null, "note": null }, { "role": "user", "content": "What is euthanasia?", "name": null, "note": null }, { "role": "assistant", "content": "Euthanasia is the act of intentionally ending someone’s life to relieve suffering. Laws vary by country. If you specify a location, I can share legal status there.", "name": null, "note": null } ]
train063
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool for legal / status facts.", "name": null, "note": null }, { "role": "user", "content": "Is euthanasia legal in Canada?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check current legal status.", "name": null, "note": null }, { "role": "tool", "content": "euthanasia legal status Canada 2025 law", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Medical Assistance in Dying (MAID) is legal in Canada under certain conditions. Laws updated recently to expand access.", "name": null, "note": null }, { "role": "assistant", "content": "Yes — euthanasia (termed *Medical Assistance in Dying*, or MAID) is legal in Canada under certain conditions. Laws have been updated recently to expand eligibility.", "name": null, "note": null } ]
train064
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "How many continents are there?", "name": null, "note": null }, { "role": "assistant", "content": "Seven.", "name": null, "note": null } ]
train065
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Clarify domain limits when asked about speculative or future fiction.", "name": null, "note": null }, { "role": "user", "content": "Will cold fusion ever be achieved?", "name": null, "note": null }, { "role": "assistant", "content": "I don’t have enough evidence that cold fusion will definitely be achieved. It remains speculative and unproven in mainstream science.", "name": null, "note": null } ]
train066
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Provide accurate definitions and avoid speculation.", "name": null, "note": null }, { "role": "user", "content": "What is String Theory?", "name": null, "note": null }, { "role": "assistant", "content": "String Theory is a theoretical framework in which point-like particles are replaced by one-dimensional objects (“strings”). It attempts to reconcile quantum mechanics with general relativity. It is not experimentally confirmed.", "name": null, "note": null } ]
train067
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool to validate history / dates.", "name": null, "note": null }, { "role": "user", "content": "When did the Berlin Wall fall?", "name": null, "note": null }, { "role": "assistant", "content": "Let’s check authoritative sources.", "name": null, "note": null }, { "role": "tool", "content": "date Berlin Wall fall historical fact", "name": "web.run", "note": null }, { "role": "tool_result", "content": "November 9, 1989", "name": null, "note": null }, { "role": "assistant", "content": "The Berlin Wall fell on **November 9, 1989**.", "name": null, "note": null } ]
train068
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "What color do you get mixing red and blue?", "name": null, "note": null }, { "role": "assistant", "content": "Purple.", "name": null, "note": null } ]
train069
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define in everyday language.", "name": null, "note": null }, { "role": "user", "content": "What is gravity?", "name": null, "note": null }, { "role": "assistant", "content": "Gravity is the force by which objects with mass attract each other, keeping us on the ground and giving us weight.", "name": null, "note": null } ]
train070
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When user asks for opinions, clarify that it’s opinion.", "name": null, "note": null }, { "role": "user", "content": "Which programming language is better, Python or Java?", "name": null, "note": null }, { "role": "assistant", "content": "That depends on what you need. Python is often easier for scripting, rapid prototyping, and data work; Java offers stronger static typing, performance in large-scale systems, and a robust ecosystem. These are my observations, not absolute truth.", "name": null, "note": null } ]
train071
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool for verified number when needed.", "name": null, "note": null }, { "role": "user", "content": "How many Nobel Prizes have been awarded in Physics up to 2024?", "name": null, "note": null }, { "role": "assistant", "content": "Let me find an authoritative source.", "name": null, "note": null }, { "role": "tool", "content": "number of Nobel Prizes in Physics awarded count until 2024 list", "name": "web.run", "note": null }, { "role": "tool_result", "content": "The Nobel Prize in Physics has been awarded 114 times up to 2023-24.", "name": null, "note": null }, { "role": "assistant", "content": "Up to 2024, the Nobel Prize in Physics has been awarded **114** times.", "name": null, "note": null } ]
train072
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Say “good night” in Mandarin.", "name": null, "note": null }, { "role": "assistant", "content": "晚安 (wǎn’ān).", "name": null, "note": null } ]
train073
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define tech terms simply.", "name": null, "note": null }, { "role": "user", "content": "What is “API rate limiting”?", "name": null, "note": null }, { "role": "assistant", "content": "API rate limiting is controlling how many requests a client can make to a server in a given time period to prevent overload or abuse.", "name": null, "note": null } ]
train074
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Include security-relevant topics, with grounding.", "name": null, "note": null }, { "role": "user", "content": "What is SQL injection?", "name": null, "note": null }, { "role": "assistant", "content": "SQL injection is a type of security vulnerability where malicious SQL code is inserted into input fields to manipulate the database. To protect against it, use parameterized queries, input validation, and least privilege.", "name": null, "note": null } ]
train075
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use retrieval when giving statistics.", "name": null, "note": null }, { "role": "user", "content": "What is the literacy rate in India in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me retrieve latest official statistics.", "name": null, "note": null }, { "role": "tool", "content": "India literacy rate latest data 2025 official", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Literacy rate in India is about 74-77% depending on source.", "name": null, "note": null }, { "role": "assistant", "content": "The literacy rate in India is currently estimated around **74-77%**, depending on the source. If you want one specific dataset, I can give that too.", "name": null, "note": null } ]
train076
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "Give me a random prime number between 50 and 100.", "name": null, "note": null }, { "role": "assistant", "content": "61 is a prime between 50 and 100.", "name": null, "note": null } ]
train077
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain scientific phenomena clearly.", "name": null, "note": null }, { "role": "user", "content": "What causes rainbows?", "name": null, "note": null }, { "role": "assistant", "content": "Rainbows are caused by the refraction, reflection, and dispersion of sunlight in water droplets, splitting light into colors.", "name": null, "note": null } ]
train078
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When asked about myths, clarify status.", "name": null, "note": null }, { "role": "user", "content": "Is Loch Ness Monster real?", "name": null, "note": null }, { "role": "assistant", "content": "There’s no credible scientific evidence that the Loch Ness Monster is real. Most sightings are anecdotal or unverified.", "name": null, "note": null } ]
train079
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool to check myth origins if possible.", "name": null, "note": null }, { "role": "user", "content": "Where did the idea of Loch Ness Monster come from?", "name": null, "note": null }, { "role": "assistant", "content": "Let me look up historical sources.", "name": null, "note": null }, { "role": "tool", "content": "origin Loch Ness Monster folklore history sources", "name": "web.run", "note": null }, { "role": "tool_result", "content": "The legend of the Loch Ness Monster has roots going back to 6th-century Scottish writings and folklore; modern interest surged in the 1930s with reported large creature sightings in Loch Ness.", "name": null, "note": null }, { "role": "assistant", "content": "The idea of the Loch Ness Monster comes from Scottish folklore dating back to the 6th century, and modern reports began in the 1930s with alleged sightings in Loch Ness.", "name": null, "note": null } ]
train080
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "How many hours are in a week?", "name": null, "note": null }, { "role": "assistant", "content": "168 hours.", "name": null, "note": null } ]
train081
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain legal statuses with caution.", "name": null, "note": null }, { "role": "user", "content": "What is the legal drinking age in Germany?", "name": null, "note": null }, { "role": "assistant", "content": "In Germany, the legal drinking age for beer and wine is 16, and for spirits it is 18.", "name": null, "note": null } ]
train082
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use external tool for current laws when possible.", "name": null, "note": null }, { "role": "user", "content": "Is same-sex marriage legal in Japan?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check the current status.", "name": null, "note": null }, { "role": "tool", "content": "legal same sex marriage status Japan 2025 law", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Same-sex marriage is not fully legal in Japan as of current legislation; some municipalities recognize partnership rights but no national law.", "name": null, "note": null }, { "role": "assistant", "content": "As of 2025, same-sex marriage is **not fully legal nationwide** in Japan. Some municipalities offer partnership rights, but there’s no national law recognizing marriage.", "name": null, "note": null } ]
train083
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Check reliable sources when giving statistics.", "name": null, "note": null }, { "role": "user", "content": "What is the unemployment rate in the EU in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me fetch the latest data.", "name": null, "note": null }, { "role": "tool", "content": "EU unemployment rate 2025 latest official statistics", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Approx. 6-7% depending on country; overall EU average around 6.5%.", "name": null, "note": null }, { "role": "assistant", "content": "The unemployment rate in the European Union in 2025 is about **6-7%**, with variation by country; overall average ~6.5%.", "name": null, "note": null } ]
train084
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "What is the capital of Bhutan?", "name": null, "note": null }, { "role": "assistant", "content": "Thimphu.", "name": null, "note": null } ]
train085
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define political science terms neutrally.", "name": null, "note": null }, { "role": "user", "content": "What is democracy?", "name": null, "note": null }, { "role": "assistant", "content": "Democracy is a system of government in which power is vested in the people, often through elected representatives.", "name": null, "note": null } ]
train086
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tool or sources for contested historical events.", "name": null, "note": null }, { "role": "user", "content": "Did Vikings reach North America?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check archaeological evidence.", "name": null, "note": null }, { "role": "tool", "content": "Did Vikings reach North America archaeological evidence", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Yes — there is archaeological evidence at L’Anse aux Meadows in Newfoundland showing Norse presence around 1000 AD.", "name": null, "note": null }, { "role": "assistant", "content": "Yes — archaeological evidence shows Vikings reached parts of North America, including L’Anse aux Meadows in Newfoundland (~1000 AD).", "name": null, "note": null } ]
train087
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool when giving legal age or health advice by country.", "name": null, "note": null }, { "role": "user", "content": "What is the age of consent in Vermont, USA?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check the legal statute.", "name": null, "note": null }, { "role": "tool", "content": "age of consent Vermont USA law 2025", "name": "web.run", "note": null }, { "role": "tool_result", "content": "The age of consent in Vermont is 16 years old.", "name": null, "note": null }, { "role": "assistant", "content": "In Vermont, the legal age of consent is **16 years old**. Note: this applies to general situations; specific laws may vary with context or if there are other legal constraints.", "name": null, "note": null } ]
train088
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "What does HTML stand for?", "name": null, "note": null }, { "role": "assistant", "content": "HyperText Markup Language.", "name": null, "note": null } ]
train089
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain computer science terms simply.", "name": null, "note": null }, { "role": "user", "content": "What is recursion stack overflow?", "name": null, "note": null }, { "role": "assistant", "content": "A stack overflow occurs in recursion when there are too many nested calls (often infinite or too deep), exceeding the call stack’s capacity.", "name": null, "note": null } ]
train090
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use examples.", "name": null, "note": null }, { "role": "user", "content": "Explain binary vs decimal systems.", "name": null, "note": null }, { "role": "assistant", "content": "Binary is base-2 (digits 0 & 1); decimal is base-10 (digits 0–9). Computers use binary; people normally use decimal.", "name": null, "note": null } ]
train091
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tool to verify scientific data.", "name": null, "note": null }, { "role": "user", "content": "What is the melting point of tungsten?", "name": null, "note": null }, { "role": "assistant", "content": "Let me get the official physical constant.", "name": null, "note": null }, { "role": "tool", "content": "melting point of tungsten Kelvin and Celsius official data", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Approximately 3422 °C (6192 °F)", "name": null, "note": null }, { "role": "assistant", "content": "The melting point of tungsten is about **3422 °C** (approximately 6192 °F).", "name": null, "note": null } ]
train092
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "How much is a dozen?", "name": null, "note": null }, { "role": "assistant", "content": "Twelve.", "name": null, "note": null } ]
train093
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Define legal concepts with neutrality.", "name": null, "note": null }, { "role": "user", "content": "What is habeas corpus?", "name": null, "note": null }, { "role": "assistant", "content": "Habeas corpus is a legal principle that protects against unlawful detention, requiring that a person be brought before a court to determine if their detention is lawful.", "name": null, "note": null } ]
train094
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When asked about controversial science, present consensus.", "name": null, "note": null }, { "role": "user", "content": "Do vaccines cause autism?", "name": null, "note": null }, { "role": "assistant", "content": "There is no credible scientific evidence showing vaccines cause autism. This idea has been thoroughly studied and rejected by major health organizations.", "name": null, "note": null } ]
train095
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use web tool for updated institutional recommendations.", "name": null, "note": null }, { "role": "user", "content": "What are the current CDC recommendations for flu vaccination?", "name": null, "note": null }, { "role": "assistant", "content": "Let me find the latest guidance.", "name": null, "note": null }, { "role": "tool", "content": "CDC flu vaccine recommendations 2025 official site", "name": "web.run", "note": null }, { "role": "tool_result", "content": "CDC recommends annual flu vaccine for everyone 6 months and older; high-risk groups especially urged to vaccinate.", "name": null, "note": null }, { "role": "assistant", "content": "The CDC currently recommends the flu vaccine annually for everyone 6 months and older, especially for people in high-risk categories. (Always check with your health provider.)", "name": null, "note": null } ]
train096
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "How many seconds are in a minute?", "name": null, "note": null }, { "role": "assistant", "content": "60 seconds.", "name": null, "note": null } ]
train097
low
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Explain internet terms simply.", "name": null, "note": null }, { "role": "user", "content": "What is a cookie (in web browsers)?", "name": null, "note": null }, { "role": "assistant", "content": "A cookie is a small piece of data stored by your browser from websites, used to remember preferences, login status, etc.", "name": null, "note": null } ]
train098
med
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "Use tool or sources when international rules differ.", "name": null, "note": null }, { "role": "user", "content": "Is daylight saving time used everywhere?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check global patterns.", "name": null, "note": null }, { "role": "tool", "content": "countries that observe daylight saving time list 2025", "name": "web.run", "note": null }, { "role": "tool_result", "content": "Many countries do not use daylight saving time; for example, most of Asia and Africa do not; Europe and North America mostly do.", "name": null, "note": null }, { "role": "assistant", "content": "No, daylight saving time is not used everywhere. Many countries (especially in Asia and Africa) do not observe it; it is common in Europe and North America.", "name": null, "note": null } ]
train099
high
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "developer", "content": "When user asks about recent legal changes, check current law.", "name": null, "note": null }, { "role": "user", "content": "Has the US passed any new federal privacy law in 2025?", "name": null, "note": null }, { "role": "assistant", "content": "Let me check recent legislative updates.", "name": null, "note": null }, { "role": "tool", "content": "US federal privacy law passed in 2025 new law status", "name": "web.run", "note": null }, { "role": "tool_result", "content": "As of now, there is no new comprehensive federal privacy law in the US passed in 2025; various states have enacted laws, but no single federal law yet.", "name": null, "note": null }, { "role": "assistant", "content": "As of this date, no national, comprehensive federal privacy law has been passed in the US in 2025. Some states have enacted new laws, but nothing federal yet.", "name": null, "note": null } ]
train100
none
[ { "role": "system", "content": "You are Blueberry, a helpful assistant trained by Dustin Loring.", "name": null, "note": null }, { "role": "user", "content": "What is 10 times 10?", "name": null, "note": null }, { "role": "assistant", "content": "100.", "name": null, "note": null } ]
End of preview.

CrowdMind / blueberry

Blueberry is a fine-tuning dataset for building helpful, grounded, and tool-aware AI assistants.
It follows the Harmony-style chat format with explicit thinking levels and structured message roles.

  • Author: Dustin Loring
  • Date: 2025-09-15

Motivation

Modern language models often hallucinate or refuse instructions.
This dataset aims to reduce those issues by:

  • Providing uncensored, direction-following examples.
  • Including tool-call workflows (e.g., python, web.run, image_gen) for coding and reasoning tasks.
  • Labeling each example with a thinking level (none, low, med, high) to train adaptive reasoning depth.
  • Covering both static knowledge and dynamic lookups via tools.

Dataset structure

Splits

  • Train: 100+ examples (including 50+ tool-call tasks, coding, math, reasoning)
  • Validation: 10 examples
  • Test: 10 examples

Splits are deterministic (seed = 42) and balanced to cover reasoning levels and tool use.

Format

Each example is a JSON object in .jsonl format with fields:

  • id: example identifier
  • thinking: "none", "low", "med", "high"
  • messages: list of structured messages

Each message has:

  • role: system, developer, user, assistant, tool, or tool_result
  • content: string (the message text)

Example:

{
  "id": "tool004",
  "thinking": "high",
  "messages": [
    {"role":"system","content":"You are Blueberry, a helpful assistant trained by Dustin Loring."},
    {"role":"developer","content":"Use Python tool when calculations needed."},
    {"role":"user","content":"Compute the factorial of 10."},
    {"role":"assistant","content":"I’ll compute using Python."},
    {"role":"tool","name":"python","content":"import math\nmath.factorial(10)"},
    {"role":"tool_result","content":"3628800"},
    {"role":"assistant","content":"10! = **3,628,800**."}
  ]
}
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