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### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: "40% of Ph.D. students in the UK at high risk of suicide". I knew Ph.D. life can be really testing, but not to this level!! How can we make the process more emotionally sustainable? https://thetab.com/uk/2021/10/14/40-per-cent-of-phd-students-are-at-high-risk-of-suicide-study-says-226001 Speaking from...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Can we talk about how strictly “STEM” doesn’t really mean job security or good pay anymore? And the illusion is misleading students. STEM = Science Technology Engineering Math I will absolutely agree that: (1) Engineering and Technology, (2) Health Care (sub sector of “Science”) and (3) Statistics/Dat...
### Instruction: Update: gave my 15 minute presentation about my PhD at a job interview Hi all- I just wanted to say thanks x1000 to all your super helpful tips. I posted here last week about summarizing my doctorate work for a job interview. The job interview was about 2 hours of questions/discussion going over the ...
### Instruction: Update: gave my 15 minute presentation about my PhD at a job interview Hi all- I just wanted to say thanks x1000 to all your super helpful tips. I posted here last week about summarizing my doctorate work for a job interview. The job interview was about 2 hours of questions/discussion going over the ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Finally! Open Science -- All US Federally Funded Research must now be Freely Available! https://www.whitehouse.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay/ ​ Research results should be freely available. Too excited not ...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
### Instruction: Do you think universities are becoming too "business-minded"? I'm referring to a growing trend where universities are churning graduates without any regard for jobs or educational achievement. Equally frightening is this over-reliance on International students, solely for the money they can charge them...
End of preview. Expand in Data Studio

SFT Format Dataset

Overview

This dataset is converted to SFT (Supervised Fine-Tuning) format. It was created by transforming OpenMathInstruct and Stanford Human Preferences (SHP) datasets.

Dataset Structure

Each entry follows this format:

Instruction: [Problem, question, or conversation history]

Response: [Solution, answer, or response]

Usage Guide

Loading the Dataset

from datasets import load_dataset

# Load datasets from Hugging Face
openmath_train = load_dataset("Seono/sft-openmath-train")
openmath_eval = load_dataset("Seono/sft-openmath-eval")
shp_train = load_dataset("Seono/sft-shp-train")
shp_eval = load_dataset("Seono/sft-shp-eval")


Using for Fine-tuning

# Setting for SFT Trainer
trainer = SFTTrainer(
    model=model,
    tokenizer=tokenizer,
    args=training_args,
    train_dataset=openmath_train["train"],
    dataset_text_field="text"
)

then other codes..
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