Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: string
input: string
output: string
source: string
license: string
requested_length: string
text: string
length: string
category: string
writer: string
to
{'id': Value('string'), 'text': Value('string'), 'category': Value('string'), 'length': Value('string'), 'writer': Value('string'), 'source': Value('string'), 'license': Value('string'), 'requested_length': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: string
input: string
output: string
source: string
license: string
requested_length: string
text: string
length: string
category: string
writer: string
to
{'id': Value('string'), 'text': Value('string'), 'category': Value('string'), 'length': Value('string'), 'writer': Value('string'), 'source': Value('string'), 'license': Value('string'), 'requested_length': Value('string')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1879, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed 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 | text string | category string | length string | writer string | source string | license string | requested_length string |
|---|---|---|---|---|---|---|---|
admin-money-0007 | Hi Raymond,
I'm writing about my account, as I've noticed charges for December and January on my statement. As you may recall, I canceled my service effective November 30, which I confirmed at the time and was told would be my final billing period.
It looks like the auto-billing didn't stop as expected, so I'd apprec... | admin-money | medium | glm | glm-5.3-flash | Z.ai terms | medium |
hard-ask-0007 | Hey Oscar,
I’ve been thinking about your request for another loan, and I need to be straight with you. I can’t lend you the $1,000 you’re asking for. I know this isn’t the answer you wanted to hear, and I feel a bit awkward bringing it up, but we’ve been through this enough that it’s time for some honest talk.
You mi... | hard-ask | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
persuasion-0006 | Dear Committee, I urge you to install security cameras at the rear entrance near the parking garage. This area is poorly lit and frequently used after hours, creating a safety risk for residents. Enhanced surveillance will deter theft and ensure our community remains secure. Please prioritize this crucial addition to o... | persuasion | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
social-0005 | Dearest Grandmother, I am writing to you from a sunny cafe in Lisbon. Portugal is absolutely beautiful, and I have spent the last few days wandering through the narrow, winding streets and admiring the intricate blue tiles that cover so many of the buildings. The highlight of my trip so far has definitely been the food... | social | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
short-form-0005 | Hi, I am so sorry about the loud music last night. I realize it likely woke you up or disturbed your evening. I promise to keep the volume much lower going forward. Thanks for your patience. | short-form | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
volunteer-0005 | Hi Susan,
Just a friendly reminder that cookie booth sales kick off this Friday at the grocery store from 4 to 8 pm. Please have your scout arrive a few minutes early so we can get everyone set up and ready to go before the rush.
Scouts should wear their vests or sashes, and it's a good idea to bring a water bottle s... | volunteer | medium | glm | glm-5.3-flash | Z.ai terms | medium |
multi-paragraph-email-0006 | Dear Patricia,
I hope this email finds you well. I am writing to ask for an extension on my thesis chapter, which is currently due on October 20.
Unfortunately, I have had a family emergency this week. My father was hospitalized unexpectedly, and I have needed to travel home to be with my family and help coordinate h... | multi-paragraph-email | long | glm | glm-5.3-flash | Z.ai terms | long |
essay-paragraph-0005 | Let Students Keep Their Phones at Lunch
The new policy banning phones in the cafeteria may be well-intentioned, but it misses the mark. Lunch is the one unstructured part of our day, and treating us like we cannot manage a screen for thirty minutes sends the wrong message about the responsibility this school claims to... | essay-paragraph | medium | glm | glm-5.3-flash | Z.ai terms | medium |
slack-text-0001 | Heads-up, team: the release candidate build is delayed until Friday. QA found three blocking bugs in checkout: promo codes fail to apply, sales tax is miscalculated for Canadian addresses, and the payment confirmation page times out. Fixes are underway, and I will post an update once they pass verification. | slack-text | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
review-0003 | I want to start by acknowledging the positives: the crew replaced our shingles quickly, completing the entire job in just three days, and the new roof looks great. The workmanship itself seems solid, and the team was polite when we interacted with them.
Unfortunately, our overall experience was significantly diminishe... | review | medium | glm | glm-5.3-flash | Z.ai terms | medium |
cover-letter-0005 | Hi Jose,
I am writing to express my interest in the barista position at your new coffee shop. Having lived just two blocks away for several years, I have been eagerly anticipating your opening and would love to contribute to the neighborhood atmosphere you are creating.
For the past three years, I have been at home r... | cover-letter | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
admin-money-0008 | Hey Albert,
Hope you’re having a good week so far. I’m writing to quickly touch base on the recent shared expenses. I just finished up the payments for the February electric bill and the internet service, as we discussed. Since I covered the full amount upfront, I’ve crunched the numbers, and my share comes to $230.
... | admin-money | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
hard-ask-0008 | Dear Helen,
Thank you for the time and effort you invested in the interview process for the marketing coordinator position. It was a pleasure meeting with you over the last few weeks and learning more about your background and creative approach to campaign strategy.
Our team was genuinely impressed with your portfoli... | hard-ask | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
work-0008 | Hi Sophia,
Thank you so much for the invitation to the office happy hour on Friday. I really appreciate you thinking of me, and it sounds like it will be a great time.
Unfortunately, I already have a commitment that evening that I can't move, so I won't be able to make it. I'm sorry to miss out on the fun, but I hope... | work | medium | glm | glm-5.3-flash | Z.ai terms | medium |
persuasion-0007 | Dear Mr. Okafor,
I'm writing to ask your permission to repaint the living room of Apartment 3B a soft gray, entirely at my own expense. The current off-white walls have picked up scuffs over the past two years, and a fresh coat would make the space brighter and easier to maintain. I have in mind a low-VOC, washable pa... | persuasion | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
short-form-0006 | Hey, could you please pick up a gallon of milk and a loaf of bread on your way over tonight? I realized I am completely out of both for breakfast tomorrow. Let me know if that works for you, and I will be happy to pay you back when you arrive. See you soon! | short-form | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
slack-text-0004 | Hey Marcus, something came up and I can't make our Tuesday game. Any chance we could move it to Thursday at 7? Let me know if that works for you. | slack-text | short | glm | glm-5.3-flash | Z.ai terms | short |
essay-paragraph-0006 | Fitzgerald’s employment of the green light at the end of Daisy’s dock serves as the novel’s most potent symbol of Gatsby’s unrealizable dreams and the pervasive disillusionment of the American Dream. Physically, the light is merely a bulb on a pier, yet through Gatsby’s romanticized gaze, it transforms into a beacon of... | essay-paragraph | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
review-0005 | I just returned from a long weekend in the Hamptons, and my suitcase is still heavy with the book I managed to finish. I picked up "The Glass Harbor" on a whim at the local beach shop, and while the pacing in the middle chapters was admittedly slow, the payoff was worth the wait.
For the first two hundred pages, I fel... | review | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
multi-paragraph-email-0007 | Hi Isaac,
I hope you’re doing well. I’m writing to share the final details for our upcoming overnight camping trip at Lake Harmon this weekend. The boys are really excited to spend time by the water and practice their fire-starting skills.
We will depart from the community center at 8:00 AM sharp on Saturday. Please ... | multi-paragraph-email | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
volunteer-0006 | Dear Ruth,
I am writing on behalf of the Oakwood Community Center to express our deepest gratitude for your generous donation of paint and supplies for our recent playground cleanup day. Your contribution made a world of difference, allowing us to transform the worn equipment into a vibrant, safe, and inviting space f... | volunteer | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
admin-money-0009 | Dear Maria,
I am writing to you today because I recently received my renewal notice for my auto insurance policy, and I was quite surprised to see that my monthly premium has increased by $28. As I have maintained a clean driving record and have not made any claims during the past year, I was not expecting such a sign... | admin-money | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
work-0009 | Hi Jose,
Could we move my performance review from Monday the 14th to next week? I have a few urgent deadlines to clear before then and want to ensure I’m fully prepared for our discussion.
Thanks,
Janet | work | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
persuasion-0008 | Let’s switch our Saturday long run to the riverside trail this weekend. The path is finally clear of construction, and the shade along the water will be a welcome relief from the rising temperatures. The flatter terrain should also help us maintain a consistent pace for our upcoming race training. See you there! | persuasion | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
social-0007 | Dear Parents,
We are delighted to invite you and your child to celebrate our son's 7th birthday party!
When: Saturday, June 3rd, from 2:00 to 4:00 pm
Where: Riverside Park, near the main picnic pavilion
There will be games, cake, and plenty of fun for the kids. Feel free to bring along a lawn blanket or chairs if yo... | social | medium | glm | glm-5.3-flash | Z.ai terms | medium |
slack-text-0005 | Hi Sarah,
I’m writing to let you know that I’ll be out of the office this Friday for a dental appointment. It’s a rather involved procedure, so I won’t be able to check my emails or monitor Slack throughout the day. I should be back online and fully operational by Monday morning, but I wanted to flag a couple of immed... | slack-text | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
essay-paragraph-0007 | We want to extend our heartfelt gratitude to the dedicated team of volunteers who made our Thanksgiving outreach event such a resounding success last Saturday. Thanks to your tireless efforts, compassion, and spirit of service, we were able to provide 300 warm, nutritious meals to our neighbors in need. Whether you spe... | essay-paragraph | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
review-0006 | Three stars for the Maple Griddle on Lincoln Avenue, and honestly the pancakes alone almost earned a fourth. We came in around 10 on a Sunday morning, and the buttermilk stack arrived looking like three hubcaps piled on a plate. They were fluffy, golden at the edges, and served with real maple syrup. My husband ordered... | review | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
hard-ask-0010 | Dear Kelly,
Thank you for reaching out about the September invoice. I understand that unexpected expenses can make it difficult to stay on top of payments, and I appreciate you bringing this to my attention.
Unfortunately, after reviewing your account, I'm not able to waive the late fee. Our policy applies late charg... | hard-ask | medium | glm | glm-5.3-flash | Z.ai terms | medium |
multi-paragraph-email-0008 | Hi Luis,
I wanted to send over a quick overview of the accounts you will be handling while I am away. I have organized everything in the shared folder, but I thought a few extra notes on the personalities involved might help make the transition smoother.
Sarah at Zenith Corp is our most high-touch client. She prefers... | multi-paragraph-email | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
cover-letter-0007 | Dear Manuel,
I am writing to apply for the Rotary Club's $2,500 vocational scholarship in support of my enrollment in the welding program at Tri-County Technical Institute this fall.
For the past three years, I have worked at my uncle's auto shop, Ortiz Auto Repair, where I started out sweeping floors and hauling par... | cover-letter | long | glm | glm-5.3-flash | Z.ai terms | long |
volunteer-0007 | Hello Dale,
Our club's stretch of Route 9 is due for its fall cleanup, and we need volunteers this Saturday morning. We will meet at 8:00 a.m. in the parking lot of the Riverside Diner and work until about 11:00. The club will provide safety vests, gloves, grabbers, and trash bags, so just bring sturdy shoes, sunscree... | volunteer | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
short-form-0008 | Hi! We'll be home by 11 instead of 10, so please stay an extra hour. We'll add the extra time to your pay. Thanks so much, and see you soon! | short-form | short | glm | glm-5.3-flash | Z.ai terms | short |
social-0008 | Hey Sarah,
I just heard the amazing news, and I had to reach out immediately to say congratulations! I am so incredibly happy for you and Mike. Becoming a parent for the first time is such a huge milestone, and I know you are going to be a wonderful mother. Maya is such a beautiful name, and I can already imagine her ... | social | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
admin-money-0011 | Hi Kathy,
I was sorry to hear that you had to cancel the catering for our June 14 party. Since the booking is off, please refund the full $500 deposit we paid. A transfer back to the card we used would be ideal. Could you confirm when it will be processed?
Thank you,
Yolanda | admin-money | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
slack-text-0006 | Hey, just a heads-up that Mom's birthday dinner has been moved to this Saturday at 6:00 p.m. We are going to that Italian place on 5th Street instead of the original plan. Could you please make sure to let Dad know? See you then! | slack-text | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
hard-ask-0011 | Hi Beth,
I hope you and the family are having a wonderful week. I’m reaching out to let you know that we won’t be able to host Christmas dinner this year. After some thought, we’ve decided to spend the holiday visiting my mother for the first time in several years. It has been a while since she last had the whole fami... | hard-ask | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
work-0012 | Hi Adam,
I'd like to request permission to work remotely from my parents' place in Denver during the week of July 7. My parents could use some help around the house that week, and I'm confident I can keep up with all my usual responsibilities while I'm there.
I'll have a reliable internet connection and a quiet space... | work | medium | glm | glm-5.3-flash | Z.ai terms | medium |
review-0007 | I purchased these noise-canceling headphones specifically for my daily subway commute, hoping for a quieter ride. While they are impressively effective at muffling the low-frequency rumble of the train tracks and the mechanical hum of the tunnels, they fall short when it comes to human speech. Whenever a fellow passeng... | review | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
persuasion-0010 | Dear Strata Council,
I am writing to request that the council consider installing electric vehicle (EV) charging stations in the underground parking lot, with installation completed by next spring.
Over the past few years, I have noticed a growing number of residents in our building who either own electric vehicles o... | persuasion | long | glm | glm-5.3-flash | Z.ai terms | long |
cover-letter-0008 | Dear Allison,
I am writing to express my enthusiastic interest in the Veterinary Receptionist position at your clinic. Having lived in this neighborhood for years, I have long admired the compassionate care your team provides to local pets and their families. While my professional background lies in customer service, ... | cover-letter | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
admin-money-0012 | Hi Anna,
I was reviewing the itemized deductions from my security deposit and noticed a $200 charge for carpet cleaning. My understanding is that carpet cleaning falls under normal wear and tear, which the lease states is not chargeable. Could you please review this and refund that amount?
Thank you,
Charlotte | admin-money | short | glm | glm-5.3-flash | Z.ai terms | short |
hard-ask-0012 | Hi Donald,
Now that the bathroom remodel is finished, I want to raise two concerns. When we signed the contract in May, your quote was $18,500 and the estimated completion date was June 28. The work wasn't done until July 19, three weeks late, and the final invoice came to $22,500, which is $4,000 over the quote.
Dur... | hard-ask | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
short-form-0009 | Hi Professor, could I please get a two-day extension on my lab report? I’m waiting on final data processing results and want to ensure I submit accurate conclusions. I’ll have it to you by Wednesday. Thanks for understanding. | short-form | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
work-0014 | Hi Gary,
I hope things are going well on your end. I wanted to follow up on the code review you kindly agreed to take on two weeks ago for my pull request on the payment retry logic. I know your schedule has been packed with the release, so I completely understand if it slipped through the cracks.
The changes are fai... | work | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
social-0009 | Please accept my sincere apologies for needing to reschedule our meeting once again. I know that your time is incredibly valuable, and I feel terrible about the disruption this causes to your schedule. I had fully intended to be prepared for our conversation this Thursday, but an urgent and unavoidable conflict has ari... | social | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
volunteer-0008 | Hi Kyle,
I'd like to propose a youth basketball clinic for kids in grades 3 through 5 at the community center, running Saturday mornings this spring. It would build basic skills and keep kids active. Could we discuss this at the next board meeting? Happy to share more details.
Best,
Betty | volunteer | short | glm | glm-5.3-flash | Z.ai terms | short |
persuasion-0011 | Hey everyone, I’ve been thinking a lot about Dad’s situation lately, and I really need us to talk about what we actually want for him in the long run. I know we’ve been looking at those facility brochures, and I get why. The logistics of managing his care from a distance are terrifying, and the thought of him being in ... | persuasion | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
admin-money-0013 | Hi Stephanie,
I hope you’re having a great week. I’m reaching out because I have a concern regarding the recent service call that was completed at my home last Tuesday, October 14th. As you know, my furnace was installed in April 2022, and I was under the clear impression that the labor and parts for this unit are cov... | admin-money | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
essay-paragraph-0009 | Beginning this September, Oakridge Elementary will move to a four-day instructional week, with classes held Monday through Thursday and Fridays set aside for student enrichment and teacher planning. We know this is a significant change for families, so we want to explain how the decision was made. After two years of st... | essay-paragraph | long | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | long |
multi-paragraph-email-0010 | Dear Edward,
I hope this message finds you well. I wanted to give you a brief update on my dissertation progress and share a revised timeline going forward.
Over the past two months, I have completed the data collection for Chapter 3, which examines user engagement patterns across the three cohort groups. The coding ... | multi-paragraph-email | long | glm | glm-5.3-flash | Z.ai terms | long |
work-0015 | Hi Mike, I wanted to reach out and tell you that I thought your presentation yesterday was very strong. You handled the data analysis with great clarity, and it was evident that you had put a significant amount of work into preparing your talking points. The team was clearly engaged throughout the session, and your res... | work | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
cover-letter-0009 | Dear Maria,
I hope this message finds you well. I am writing to express my interest in volunteering as a weekend docent at the Riverside Historical Museum. After a long career teaching history at the high school level, I recently retired and find myself eager to stay connected with the subject I love while giving back... | cover-letter | long | glm | glm-5.3-flash | Z.ai terms | long |
short-form-0010 | Hey Marcus, I hope your recovery is going smoothly and you are getting plenty of rest. I would love to drop off some homemade chicken and rice soup on Tuesday afternoon so you do not have to cook. Just let me know if that works or if there is anything else you need. | short-form | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
slack-text-0008 | Hi all! Sunday's yoga class is canceled, but Priya found a 10 a.m. class at the studio downtown instead. Let me know if you're still in and I'll pass along the details! | slack-text | short | glm | glm-5.3-flash | Z.ai terms | short |
admin-money-0014 | Hi Christine,
Thank you for sending over the invoice for the logo project. I have been reviewing the details, and I noticed that the total amount is listed as $1,200. Based on our initial project agreement and the scope we discussed, the total was set at $800.
Could you please double-check the invoice and let me know... | admin-money | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
persuasion-0012 | I would like to propose that our club enters the regional tournament in Nottingham this June. It is a fantastic opportunity for us to gain competitive experience and represent our community. Please let me know your thoughts on the entry requirements and if we have enough interest from the members to proceed. | persuasion | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
hard-ask-0016 | Hi Ryan,
I hope you’re having a good week. I’m writing to touch base about something that happened during last Saturday’s match. I noticed you were quite vocal with the referee during the second half, specifically when he called the penalty against us. While I understand the frustration of losing a close game, that le... | hard-ask | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
volunteer-0010 | Hi Heather, I hope you are having a wonderful week so far. I wanted to reach out and share some exciting news regarding the animal shelter’s upcoming adoption event this Sunday. We have been working hard to prepare, and it looks like it is going to be a fantastic day for all the animals looking for their forever homes.... | volunteer | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
essay-paragraph-0010 | Beyond the environmental benefits, expanding downtown bike lanes would deliver real economic gains to our city. Cities that have invested in protected cycling infrastructure consistently see increased foot traffic and higher revenues for local businesses, as cyclists are more likely to stop and shop than drivers passin... | essay-paragraph | long | glm | glm-5.3-flash | Z.ai terms | medium |
review-0009 | We stayed three nights and loved how spacious and private the campsites were—plenty of room for our tent and gear. Unfortunately, the showers were out of order our entire stay, which was a real inconvenience in summer heat. Great campground overall, but please fix the facilities. | review | short | glm | glm-5.3-flash | Z.ai terms | short |
multi-paragraph-email-0011 | Hi Sophia,
I hope this message finds you well. I am writing to let you know that we have made the difficult decision to cancel this week’s leadership retreat. Our vendor informed us just 48 hours ago that the venue’s main conference wing is undergoing emergency structural repairs, making it impossible to host the even... | multi-paragraph-email | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
short-form-0011 | Hi, just letting you know the report is finished and I've emailed it to the whole team. Let me know if you'd like any changes. | short-form | short | glm | glm-5.3-flash | Z.ai terms | short |
cover-letter-0010 | Dear Albert,
I am writing to express my strong interest in the Junior Software Developer position at your Austin-based fintech startup. After spending the past five years in restaurant management, I recently completed an intensive coding bootcamp, and I am eager to apply my new technical skills to a dynamic environmen... | cover-letter | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
social-0011 | I've been thinking of you and your mom. I'm so sorry you're both going through this. Please know I'm here for anything you need, whether it's a meal, an errand, or just someone to sit with. Sending you love and strength. | social | short | glm | glm-5.3-flash | Z.ai terms | short |
slack-text-0009 | Huge congratulations to everyone on shipping the mobile app! We’ve already hit 50,000 downloads in the first week. This is a testament to your hard work and dedication. Incredible start—let’s keep this momentum going! | slack-text | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
hard-ask-0017 | Hi Theresa,
I've been putting off writing this because I keep hoping something will change, but I have to be honest with you: we're not going to be able to make it to Cancun for your wedding.
I feel awful even typing that. We were so excited when your invitation arrived, and we both really wanted to be there to see y... | hard-ask | long | glm | glm-5.3-flash | Z.ai terms | long |
persuasion-0014 | Dear Committee Members,
I am writing to request the committee's approval for our youth group to use the fellowship hall on Friday evenings from 6:00 to 9:00 p.m., beginning next month and running through the end of the school year.
As many of you know, our youth group has grown steadily over the past year, and we now... | persuasion | long | glm | glm-5.3-flash | Z.ai terms | long |
work-0017 | Hi Maggie,
I hope your week is going well. I wanted to check in about a few tasks assigned to you in Asana that seem to have slipped past their due dates lately, including the client report draft and the vendor follow-ups. I know things get busy, so this may just be a matter of workload piling up.
If you're feeling s... | work | medium | glm | glm-5.3-flash | Z.ai terms | medium |
short-form-0012 | Hey man, just a heads up that the trash pickup is tomorrow morning. Please make sure to take the bags out by the curb so we don't miss it. Thanks! | short-form | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
admin-money-0017 | Hi Carl,
I noticed my storage unit rent jumped from $95 to $130 with only two weeks' notice. Is this legally permissible? I believe most states require 30 days for such increases. Please clarify the policy and provide written confirmation.
Thanks,
Claire | admin-money | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
essay-paragraph-0011 | The air in the school gymnasium tasted of floor wax and old dust, a scent that seems to have been permanently etched into my olfactory memory ever since. I stood in the wings, my fingers gripping the edges of my oversized purple velvet curtain until my knuckles turned white. At ten years old, the world was a series of ... | essay-paragraph | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
review-0010 | I had a mixed experience with my anxious terrier, Biscuit. On the positive side, the groomer was incredibly gentle. Biscuit usually trembles during baths, but this time she remained relatively calm, which is a huge win for us. It was clear the staff had experience handling nervous dogs, and they took the time to make h... | review | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
hard-ask-0018 | Hi Nancy,
I hope you had a restful holiday weekend. I am writing to follow up on the additional hours I logged during the break. As we discussed before the holiday, I covered the critical shifts to ensure the team remained fully staffed while many of my colleagues were out.
Over the course of the weekend, I worked tw... | hard-ask | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
social-0012 | I’m so excited to invite you to my housewarming party! I’ve finally settled into my new condo on Oak Street, and I can’t wait to show you around. The move is complete, and the place is ready for some well-deserved celebration.
Please join me this Friday evening for drinks and appetizers. I’ll be serving a variety of l... | social | medium | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
multi-paragraph-email-0012 | Hi Sara,
I hope you are having a great week. I am reaching out to share a quick update regarding our upcoming fundraising efforts for the orchestra spring trip to Chicago.
We are entering the final stretch of our candy bar and popcorn sales, and I want to encourage everyone to put in one last push to help us reach ou... | multi-paragraph-email | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
work-0018 | Hi Isaac,
I’m writing to share some news about my upcoming move. I’ve accepted a transfer to our Chicago office, and I’ll be starting there in September. This transition means I’ll be stepping away from my current role here, so we need to discuss how to handle our active projects before I go.
Over the next two weeks,... | work | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
persuasion-0015 | Dear Condo Board Members,
I am writing to express my strong concern regarding the proposal to increase our monthly maintenance fees by fifteen percent. While I understand that managing a residential community involves complex financial responsibilities and that costs for services like landscaping, security, and buildi... | persuasion | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
cover-letter-0011 | Dear Leo,
I am writing to formally express my interest in the Assistant Professor of Biology position at your college. With my recent doctoral research focused on wetland restoration and my experience teaching undergraduate biology courses for the past three semesters, I am eager to contribute to your institution’s co... | cover-letter | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
slack-text-0010 | Hey Marcus, the plumber is coming Tuesday between 2 and 4 to fix the leak under the kitchen sink. I have a meeting I can't move, so could you be home then? If not, could you leave the garage code for him so he can let himself in? Let me know either way. | slack-text | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
admin-money-0018 | Hi Dean,
The patch your crew put on our roof on March 3 has started leaking again. We noticed fresh water stains on the bedroom ceiling after the storms in mid-April. Since the repair should have held, could you come back and fix it at no charge? Any weekday morning works for us.
Thanks,
Andrew | admin-money | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
hard-ask-0019 | Dear Michael,
I am writing to share some difficult news regarding our annual support for your organization. Due to a recent job loss in our household, we are currently navigating a period of financial transition and must pause our charitable contributions for the time being.
We have truly valued the impactful work yo... | hard-ask | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
short-form-0013 | I am writing to confirm that I will be at your office for my dental cleaning appointment this Thursday at 9 a.m. and look forward to seeing you then. | short-form | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
work-0019 | Hi Andrea,
I hope your week is going well. I'm Dylan from the platform engineering team, reporting up through Marcus. I'd love to schedule some time with you for a skip-level conversation if you have availability in the coming weeks.
I've been with the team for about two years now, and I'm at a point where I'd really... | work | medium | glm | glm-5.3-flash | Z.ai terms | medium |
social-0013 | Congratulations, Tyler! You survived four years of high school, algebra, and your mother photographing every milestone. Ohio State is lucky to have you, and we are so proud of the young man you've become. Go Buckeyes, call your mom, and remember that laundry does not do itself.
Love,
Uncle Dave | social | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
essay-paragraph-0012 | My time behind the counter at my family’s restaurant taught me that true success is built on a foundation of reliability and relentless effort. Whether I was managing the lunch rush or staying late to deep-clean the kitchen, I learned that every task, no matter how small, contributes to the integrity of the whole busin... | essay-paragraph | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
review-0011 | I've been using this cast iron skillet for a full year now, and I wanted to share my honest impressions.
First, the seasoning. It develops beautifully over time. After a year of regular cooking, the surface has a glossy, nearly nonstick finish that gets better with every use. Eggs slide right out, cornbread releases c... | review | medium | glm | glm-5.3-flash | Z.ai terms | medium |
persuasion-0016 | Dear Ritual Committee,
Our 9:30 Shabbat morning service is wonderful, but parents with toddlers often leave early or skip it altogether. Could we add a shorter 11:00 family service in the social hall, with songs and a story? I would gladly help lead it for a three-month trial.
Warmly,
Miriam Kessler | persuasion | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
volunteer-0012 | Dear Louis,
I wanted to let you know that our food pantry is running low on peanut butter and cereal as the holiday season approaches. If you're able to donate either item, it would be a great help to families in need.
Blessings,
Russell | volunteer | short | glm | glm-5.3-flash | Z.ai terms | short |
slack-text-0011 | I have successfully finalized and signed the vendor contract. Onboarding is scheduled to begin this Monday, and I have officially booked the kickoff meeting for 10 a.m. Let me know if you need any additional details before we get started. | slack-text | short | gemini | gemini-3.1-flash-lite | Google AI terms | short |
admin-money-0019 | Hi Angela,
I am writing to follow up on the final invoice for my move last Tuesday. Upon reviewing the charges, I noticed a fuel surcharge of $150 that was applied to the total. After double-checking the written estimate provided by your team, I confirmed that this fee was not included in our initial agreement, nor wa... | admin-money | medium | gemini | gemini-3.1-flash-lite | Google AI terms | medium |
work-0020 | Hi Jessica,
I hope you are having a good week and that everything is running smoothly on your end. I am writing to you today regarding the upcoming on-call schedule for the end of the month, specifically looking ahead to the first weekend of November. As I was reviewing the draft schedule that went out earlier this we... | work | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | long |
persuasion-0017 | Dear Committee,
I would like to propose extending our advance booking window from three days to a full week for tee times.
The current system makes it genuinely difficult for members with busy schedules to plan rounds. Many of us juggle work commitments, family responsibilities, and travel, and a three-day window oft... | persuasion | medium | glm | glm-5.3-flash | Z.ai terms | medium |
social-0014 | Dear Yuki,
Chicago is covered in snow for my first winter here! The lake looks frozen and beautiful, though the wind is brutal. I built my first snowman last week and drink hot chocolate daily. It's magical, honestly.
Hope you're staying warm!
Anna | social | short | glm | glm-5.3-flash | Z.ai terms | short |
review-0012 | My 8-year-old was completely captivated by this science kit, keeping him busy all Saturday. However, two experiment pieces were missing from the box. While the provided materials were engaging, the lack of contents was frustrating. I still give it a good rating but hope Amazon sends replacements. | review | short | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | short |
hard-ask-0021 | Hi Kenneth,
I live in 4B, right above you. The smoke from your balcony drifts up into our apartment, especially in the evenings, and the smell lingers for hours. Would you mind not smoking out there? I'd really appreciate it.
Thanks,
Helen | hard-ask | short | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | short |
multi-paragraph-email-0014 | Hi Henry,
I wanted to share a few updates for the Maple Hollow neighborhood watch before the new month begins.
Starting October 6, patrols will run in pairs on Tuesday, Thursday, and Saturday evenings from 7 to 9 p.m. You are paired with Marcus Webb on Thursdays, and the full rotation is pinned in our new WhatsApp gr... | multi-paragraph-email | medium | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | medium |
work-0021 | Hi Jack, I wanted to follow up on our brief chat earlier this afternoon regarding the upcoming organizational changes. I know the news can be a bit overwhelming, especially when it involves shifting reporting structures and team dynamics, but I truly appreciate you taking the time to talk through it with me. It helps t... | work | long | gemini | gemini-3.1-flash-lite | Google AI terms | long |
cover-letter-0013 | Hi Ruby,
I would like to apply to adopt a horse from the county equine rescue. I visited during your open house last month, and I have not stopped thinking about Juniper, the fourteen-year-old bay mare in the east paddock. I understand she needs a quiet home with steady handling, and I believe I can offer exactly that... | cover-letter | long | claude | claude-opus-5-5[1m] (Claude Code subagent) | Anthropic terms | long |
volunteer-0013 | Hi Andrew,
I wanted to give you a quick heads-up about a small change to our toy cleaning rotation. Starting this week, the duty has moved from Thursday to Friday after pickup. We realized that Thursday evenings were getting a bit too hectic for everyone, so shifting it to the weekend gives us a little more breathing ... | volunteer | long | qwen3.8-27b | /Users/Shared/ai-models/mlx/Qwen3.8-27B-8bit | Apache-2.0 (Qwen/Qwen3.8-27B) | medium |
End of preview.
Incorrecter seeds
The exact training-seed set of Avicennasis/incorrecter (the hub arm): 1,337 clean seed texts. Training pairs are generated by corrupting these seeds with the rule engine described in the model card.
seeds.jsonl: 1,337 seeds — 644 drafted by glm-5.3-flash / qwen3.8-27b / gemini-3.1-flash-lite / Claude, 693 human-written from OpenAssistant/oasst2 (Apache-2.0) and google/civil_comments (CC0-1.0). Every row carrieswriter,sourceandlicense.heldout_drafted.jsonl: the 32 drafted held-out evaluation texts.coedit_real_errors.jsonl: 600 real-error pairs from grammarly/coedit (Apache-2.0), reversed clean → erroneous.
Claude, Gemini and GLM rows are outputs of those providers' models, used per their terms. No unpublished correspondence is included.
- Downloads last month
- 52