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{ "full_text": "Many people have car where they live. The thing they don't know is that when you use a car alot of thing can happen like you can get in accidet or the smoke that the car has is bad to breath on if someone is walk but in VAUBAN,Germany they dont have that proble because 70 percent of vauban's families ...
{ "score": "2" }
The essay is very poor, many errors, disorganized, limited development. Score likely 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "I am a scientist at NASA that is discussing the \"face\" on mars. I will be explaining how the \"face\" is a land form. By sharing my information about this isue i will tell you just that.\n\nFirst off, how could it be a martions drawing. There is no plant life on mars as of rite now that we know of, ...
{ "score": "2" }
We need score. Essay is poor, many errors, weak development. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "People always wish they had the same technology that they have seen in movies, or the best new piece of technology that is all over social media. However, nobody seems to think of the risks that these kinds of new technologies may have. Cars have been around for many decades, and now manufacturers are...
{ "score": "2" }
The essay is weak, many errors, limited development. Score likely 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "We all heard about Venus, the planet without almost oxygen with earthquakes, erupting volcanoes and temperatures average over 800 degrees Fahrenheit but what if scientist project the futur into this planet ? Through this article, the author uses evidences appealing to reason and concession to make us ...
{ "score": "2" }
We need to score. The essay has many errors, weak organization, limited development, some examples but language poor. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "Dear, State Senator\n\nThis is a letter to argue in favor of keeping the Electoral College.\"There are many reasons to keep the Electoral College\" one reason is because it is widely regarded as an anachronism, a dispute over the outcome of an Electoral College vote is possible, but it is less likely ...
{ "score": "2" }
The essay is poor, many errors, weak organization. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "If I were to choose between keeping the electoral college or abolishing it, I would chose for abolishing it. The electoral college has a system that can be considered confusing to most americans. This system indirectly transfers citizen's votes to congress. This allows for loopholes and sabaotage to b...
{ "score": "2" }
We need assign score. Essay has many errors, weak organization, some examples but limited. Probably score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "The posibilty of a face reconizing computer would be very helpful for children or even adults. Its would be helpful in a ways of satifying our needs and why showing us thing that would make going on the internet better.\n\nI think that the face reconizing computer would be very reliable; because in th...
{ "score": "2" }
The essay is low quality, many errors, vague. Score likely 1 or 2. It attempts point of view, some examples, but many language errors, poor organization. I'd give 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "What is the Seagoing Cowboys progam?\n\nIt was to help many countries that had been scarred by World War II.\n\nThese people helped with cattle and other animals that were shipped to Europe to help them.\n\nPeople were asked to help by the United Nations Relief and Rehabilitation Administration, or UN...
{ "score": "2" }
The essay is poorly organized, many errors, limited development. Score likely 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "The challenge of exploring Venus\n\nThis storie is about the challeng of exploring Venus. The auhor talked how venus is closest planet in earth. The author support the idea by showing us how studying venus is a worthy pursuit despite the dangers.\n\nin the story the author talked about how studying ve...
{ "score": "2" }
The essay is very poor: many errors, weak organization, minimal development, many misspellings. Likely score 1 or 2. It attempts a point but vague. Probably score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "There are many reasons why you should join seagoing cowboys program. You would be helping your country. You'd be traveling around the world. Last you'd have lots of fun over seas.\n\nYou'd be helping our country because when Luke was in seagoing cowboy program it was 1945 and world war 2 was happening...
{ "score": "2" }
The essay is poor, many errors, weak organization. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "I do not think that driverless cars are a good idea, i believe this because there could be a lot of hazard and danger behind this action. First how would these computers like programs know when to go or turn at a stop light? This could create many dangers and conflicts on the road. Next how could thes...
{ "score": "2" }
The essay is low quality, many errors, weak development. Score likely 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "\"It's a good oppurtunity to take away stress and lower air pollution,\" stated in\n\nCar-free day is spinning into a big hit in Bogota.\n\nUsing means of transportation other than cars, such as walking or biking can release stress and help lower air pollution.\n\nIn German Suburb, Life Goes On Withou...
{ "score": "2" }
The essay is very poor, many errors, incoherent. Score likely 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "I agree that driverless cars are a developing idea. I do like the fact that these cars should be used by the public. They could lead us to a whole other revolutionary idea with the way the human race lives our lives. It could help us all out with our neccessaties. Also it could help us with other scie...
{ "score": "2" }
The essay is poor, many errors, weak organization, some examples but limited. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "The election should be by popular vote of the citizens not by government hired official with some group name to make them sound important.\n\nThe electoral colledge is just a way for the people running for president to get votes that they do not deserve. There are 538 electors in the electoral colledg...
{ "score": "2" }
We need score. Essay is poorly organized, many errors, weak argument, some example but vague. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "Driverless cars should not exsist it can cause many accidents and possibly can result into death. I believe that driverless cars should not exsist because it can be dangerous to not just one person but for everyone.\n\nLets say you have a driverless car and sensors stopped working and you didn't know ...
{ "score": "2" }
We need score. Essay has many errors, weak development, some evidence but poor. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "My position on driveless cars are bad because i don't trust them. I have a couple reasons why i don't trust them. My first reason is accidents. Driveless cars could have a sytem malfunction and drive off course and something breaks and crash into somthing. This could happen to anyone such as police, b...
{ "score": "2" }
We need score 1-6. Essay has many errors, weak development, poor organization, many language errors. Likely score 2.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "What if we could tell how all of the people us were without even asking. Most people can tell when someone is sad, happy, or mad just by looking at them, but what happens when that person is hiding how they are truely feeling. What then? Well new techonlogy can allow us to see exctly how someone, who ...
{ "score": "3" }
We need score 2-4 likely. Essay has many errors, some argument, some examples but weak. I'd give 3.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
true
{ "full_text": "Have you ever seen Europe? What about China, or the Acropolis in Greece? Have you seen Venice, Italy, or the Panama Canal? If you've ever wanted to do those things, and help a lot of people while doing it, you're Seagoing Cowboy material. You should become a Seagoing Cowboy because of the hard work it...
{ "score": "3" }
Need to score. Essay is somewhat organized, basic arguments, many errors, informal. Likely score 3.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
{ "full_text": "Imagine a world without garages, gastations, or parkinglots. The problem with today's world is our lives revovle around cars to get us where we want to be and they have become a status symbol for many.  The thought of being without a car scares most people, but limiting car usage is becoming more popu...
{ "score": "3" }
Need score. Essay has many errors, weak organization, some evidence but many misspellings, grammar issues. Likely score 2 or 3. Development is present but limited, many language errors, some coherence. I'd give 3? It's developing mastery but many errors. Probably 3.
{ "messages": [ { "content": "Your input fields are:\n1. `full_text` (str): Essay text to score.\nYour output fields are:\n1. `score` (Literal['1', '2', '3', '4', '5', '6']): Holistic essay score on a 1-6 scale.\nAll interactions will be structured in the following way, with the appropriate values filled in...
false
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gpt-oss-120b-10k

  • Repo: tytodd/gpt-oss-120b-10k
  • Config: /Users/tytodd/Desktop/Modaic/code/core/probe-lab/configs/datasets/10k/10k.yaml
  • Model: openai/gpt-oss-120b
  • Runtime: Modal local vLLM on localhost
benchmark train val ood all
customer_support_tickets_gorkem 1.70% 0.00% 1.55%
mfrc 0.00% 0.00% 0.00%
go_emotions 11.56% 6.90% 11.15%
customer_support_tickets_en 30.27% 20.69% 29.41%
aes2_essay_scoring 26.87% 20.69% 26.32%
ultrafeedback 35.71% 48.28% 36.84%
smollm_corpus 50.34% 51.72% 50.46%
or_bench_80k 43.54% 68.97% 45.82%
lex_glue_scotus 56.12% 61.60% 60.36%
medical_abstracts 65.31% 65.52% 65.33%
seekbench_evidence 63.27% 82.76% 65.02%
yelp 63.27% 58.62% 62.85%
tweet_eval_sentiment 62.93% 82.76% 64.71%
hh_rlhf 62.59% 68.97% 63.16%
tweet_eval_stance_hillary 66.33% 62.07% 65.94%
tweet_eval_stance_atheism 81.63% 58.62% 79.57%
reward_bench_2 84.35% 93.10% 85.14%
sem_eval_2010_task_8 54.08% 55.17% 54.18%
seekbench 81.29% 86.21% 81.73%
tweet_eval_irony 74.49% 72.41% 74.30%
tweet_eval_offensive 74.15% 86.21% 75.23%
lex_glue_case_hold 63.95% 79.31% 65.33%
tweet_eval_hate 72.79% 65.52% 72.14%
or_bench_hard_1k 49.66% 89.66% 53.25%
tweet_eval_stance_climate 73.47% 65.52% 72.76%
snli 75.17% 65.52% 74.30%
tweet_eval_stance_feminist 79.25% 72.41% 78.64%
tweet_eval_stance_abortion 77.89% 79.31% 78.02%
toxigen_data 85.03% 82.76% 84.83%
tweet_eval_emotion 80.95% 82.76% 81.11%
civil_comments 90.82% 89.66% 90.71%
projudgebench 82.31% 100.00% 83.90%
colbert_humor_detection 88.10% 79.31% 87.31%
support_tickets_alpha 94.90% 89.66% 94.43%
argument_quality_ranking 10.00% 10.00%
rod101_essay_scoring 27.50% 27.50%
or_bench_toxic 45.00% 45.00%
judge_bench 63.75% 63.75%
musr_team_allocation 72.50% 72.50%
musr_object_placements 50.00% 50.00%
musr_murder_mysteries 75.00% 75.00%
halueval_summarization 75.00% 75.00%
bbeh 60.00% 60.00%
code_judge_bench 70.00% 70.00%
mmlu_pro 77.50% 77.50%
bbh_snarks 78.75% 78.75%
gpqa_diamond 68.75% 68.75%
mmlu 92.50% 92.50%
arc_challenge 96.25% 96.25%
all 61.88% 63.06% 64.17% 62.27%
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