datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
general-reasoning-ift-pairs
Reasoning-IFT Pairs (General Domain)
This dataset provides the largest set of IFT and Reasoning answers pairs for a set of general domain queries (cf: math-domain).It is based on the Infinity-Instruct dataset, an extensive and high-quality collection of instruction fine-tuning data.
We curated 900k queries from the 7M_core subset of Infinity-Instruct, which covers multiple domains including general knowledge, commonsense Q&A, coding, and math.For each query… See the full description on the dataset page: https://huggingface.co/datasets/Scale-or-Reason/general-reasoning-ift-pairs.general-reasoning-ift-pairs
Reasoning-IFT Pairs (General Domain)
This dataset provides the largest set of IFT and Reasoning answers pairs for a set of general domain queries (cf: math-domain).It is based on the Infinity-Instruct dataset, an extensive and high-quality collection of instruction fine-tuning data.
We curated 900k queries from the 7M_core subset of Infinity-Instruct, which covers multiple domains including general knowledge, commonsense Q&A, coding, and math.For each query, we… See the full description on the dataset page: https://huggingface.co/datasets/Sidsidney/general-reasoning-ift-pairs.math-reasoning-ift-pairs
Reasoning-IFT Pairs (Math Domain)
Paper | Project Page
This dataset provides the largest set of IFT and Reasoning answers pairs for a set of math queries (cf: general-domain).
It is based on the Llama-Nemotron-Post-Training dataset, an extensive and high-quality collection of math instruction fine-tuning data.
We curated 150k queries from the math subset of Llama-Nemotron-Post-Training, which covers multiple domains of math questions.For each query, we used… See the full description on the dataset page: https://huggingface.co/datasets/Scale-or-Reason/math-reasoning-ift-pairs.ift-eval-us-real
Eval IFT SD 1.5 — foto asli, US, gender
Gambar hasil generate dan label Gemini untuk arm foto asli (fassabilf/sd15-ift-us-real,
dataset train fassabilf/ift-train-us-real). Bukan run sintetis — itu ada di
fassabilf/ift-test-us-sd15.
split
checkpoint
protokol
n per okupasi
test_ep*
ep5, 10, 15, 20, 25, 30
pilot_sd15 apa adanya: varian framing, --seed-mode paired --seed-base 0, --max-attempts 3, batch 8
100
val_ep*
ep2..ep30 tiap 2 epoch
sama, tapi --max-attempts 1… See the full description on the dataset page: https://huggingface.co/datasets/fassabilf/ift-eval-us-real.bimodal-iftAn instruction dataset for speech->text and text->speech.
This speech data is tokenized using the SpeechTokenize approach: https://arxiv.org/abs/2308.16692.
You can do standard finetuning on this dataset using any LLM!
IFT-Data-For-Tabular-Tasksift-eval-us-dpo
Gambar eval — arm DPO (foto asli & sintetis) dan SFT even, US, gender, SD 1.5
Semua gambar di sini dirender model (bukan foto asli), plus label judge
gemini-3.1-pro-preview per gambar. Protokol pilot_sd15: 14 okupasi, n=100/okupasi
(test), 30 prompt/okupasi (val).
folder
model
checkpoint
dpo_sd15/test_ep*
fassabilf/sd15-dpo-us-sd15
ep5/10/15/20
dpo_real/test_ep*
fassabilf/sd15-dpo-us-real
ep5/10/15/20
dpo_real/val_ep*
fassabilf/sd15-dpo-us-real
ep2..20 tiap 2… See the full description on the dataset page: https://huggingface.co/datasets/fassabilf/ift-eval-us-dpo.annulus-ift-2000
Annulus Instruction-Tuning Data — Backbone (knowledge boundary = 2000)
Instruction fine-tuning data for the Annulus time-aware model's backbone (knowledge cutoff = year 2000). It teaches the model to (1) emit a leading control/year token and (2) produce the right behavior — recall a known fact, refuse or forecast beyond the boundary, or follow a year-agnostic instruction.
The cutoff is intrinsic to the model, NOT taught by the text. No sample states its knowledge boundary in… See the full description on the dataset page: https://huggingface.co/datasets/lfqian/annulus-ift-2000.my_data_handsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "fr3",
"total_episodes": 8,
"total_frames": 2730,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 15,
"splits": {
"train": "0:8"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iftekher/my_data_hands.hacker-news
Hacker News - Complete Archive
Every Hacker News item since 2006, live-updated every 5 minutes
What is it?
This dataset contains the complete Hacker News archive: every story, comment, Ask HN, Show HN, job posting, and poll ever submitted to the site. Hacker News is one of the longest-running and most influential technology communities on the internet, operated by Y Combinator since 2007. It has become the de facto gathering place for founders, engineers, researchers… See the full description on the dataset page: https://huggingface.co/datasets/IFthisisrealitynbds/hacker-news.my_data_newThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "fr3",
"total_episodes": 5,
"total_frames": 1607,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 15,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iftekher/my_data_new.copa_iftmy_data_handThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "fr3",
"total_episodes": 5,
"total_frames": 1227,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 15,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iftekher/my_data_hand.Arabic_Sentiment_and_TopicsArabic Twitter based dataset with multi-labels that contains two classes:
Sentiment class: classifies tweets as Positive, Negative and Neutral
Topic class: Classifies tweets as Politics, Business and Health
gsm8k_ift_translated_nllb0IFTift-eval-uk-dpo
Eval Diffusion-DPO SD 1.5 — foto asli, UK, gender
Gambar hasil generate dan label Gemini untuk arm DPO foto asli UK
(fassabilf/sd15-dpo-uk-real, pasangan preferensi di folder dpo/ dataset
fassabilf/ift-train-uk-real). Bukan arm SFT/IFT — itu ada di fassabilf/ift-eval-uk-real.
20 okupasi terlatih (sufiks _uk), 2.000 pasangan train / 600 val, 63 step/epoch,
20 epoch = 1.260 step.
split
checkpoint
protokol
n per okupasi
test_ep*
ep5, 10, 15, 20
pilot_sd15 apa adanya:… See the full description on the dataset page: https://huggingface.co/datasets/fassabilf/ift-eval-uk-dpo.handwriting_forms
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/ift/handwriting_forms.dnd-dataset-improved-ift-qa800k_ift
Dataset Card for "800k_ift"
More Information needed
ift-eval-us-dpo-even
Eval Diffusion-DPO SD 1.5 — foto asli, UK, gender
Gambar hasil generate dan label Gemini untuk arm DPO foto asli UK
(fassabilf/sd15-dpo-uk-real, pasangan preferensi di folder dpo/ dataset
fassabilf/ift-train-uk-real). Bukan arm SFT/IFT — itu ada di fassabilf/ift-eval-uk-real.
20 okupasi terlatih (sufiks _uk), 2.000 pasangan train / 600 val, 63 step/epoch,
20 epoch = 1.260 step.
split
checkpoint
protokol
n per okupasi
test_ep*
ep5, 10, 15, 20
pilot_sd15 apa adanya:… See the full description on the dataset page: https://huggingface.co/datasets/fassabilf/ift-eval-us-dpo-even.long_sr_ift_duplicate_Qwen2.5-7B-Instructift-eval-uk-dpo-beta2000
Eval Diffusion-DPO SD 1.5 — foto asli, UK, gender
Gambar hasil generate dan label Gemini untuk arm DPO foto asli UK
(fassabilf/sd15-dpo-uk-real, pasangan preferensi di folder dpo/ dataset
fassabilf/ift-train-uk-real). Bukan arm SFT/IFT — itu ada di fassabilf/ift-eval-uk-real.
20 okupasi terlatih (sufiks _uk), 2.000 pasangan train / 600 val, 63 step/epoch,
20 epoch = 1.260 step.
split
checkpoint
protokol
n per okupasi
test_ep*
ep5, 10, 15, 20
pilot_sd15 apa adanya:… See the full description on the dataset page: https://huggingface.co/datasets/fassabilf/ift-eval-uk-dpo-beta2000.copa_ift_translated_nllb0copa_ift_v03online-retail-IIpeacock-data-public-datasets-iftpiqa_iftpersonas_instruction_following_prompts_with_iftraintestpak