datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gov_myscheme
MyScheme Dataset
Overview
This dataset contains structured information extracted from the Indian Government's MyScheme website (myscheme.gov.in). The data is collected from the sitemap and processed for accessibility, research, and analytical purposes.
Data Type
723 PDF with Text inside each PDF (copyable) most of the schemes are here.
Data Source
Official Website: MyScheme
Sitemap URL: Sitemap
Dataset Contents
The dataset includes… See the full description on the dataset page: https://huggingface.co/datasets/samarth1999/gov_myscheme.Crop-Recommendation-Parameters
🌱 Crop Recommendation Dataset
A machine learning dataset for crop recommendation based on soil properties and environmental conditions. The dataset contains measurements of essential soil nutrients and climatic parameters, along with the crop label that is suitable for those conditions.
This dataset can be used for machine learning classification, agricultural analytics, decision-support systems, and smart farming applications.
📌 Dataset Overview
Property… See the full description on the dataset page: https://huggingface.co/datasets/Samarth-27/Crop-Recommendation-Parameters.reviewarena
ReviewArena
ReviewArena accompanies the NeurIPS Evaluations & Datasets submission ReviewArena: A Large-Scale Cross-Conference Dataset and Benchmark for LLM Peer Review.
This release is a large, multi-conference corpus of peer-reviewed papers + their reviews + author rebuttals + acceptance decisions, harvested from OpenReview and aligned with OCR'd full-text markdown of each paper PDF where available.
51,529 papers
196,099 reviews
558,785 OCR'd PDF pages (markdown inlined… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/reviewarena.traceweave
Agent Traces
Coding-agent sessions collected with TraceWeave,
rehydrated into the Claude Code JSONL schema
consumed by the Hugging Face Agent Trace Viewer.
Format
Each *.jsonl file at the dataset root is one session. Events use:
{"type":"user","message":{"role":"user","content":"..."},"uuid":"...","parentUuid":null,"sessionId":"...","timestamp":"..."}
{"type":"assistant","message":{"role":"assistant","content":[{"type":"text","text":"..."}]},"uuid":"..."… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/traceweave.gaperon-distill-datareviewbench
ReviewBench
A large, multi-conference corpus of peer-reviewed papers + their reviews + author rebuttals + acceptance decisions, harvested from OpenReview and aligned with OCR'd full-text markdown of every paper.
51,529 papers
196,099 reviews
558,785 OCR'd PDF pages (markdown inlined per row)
7 conferences, 22 venue/year combinations, 2020 – 2026
from datasets import load_dataset
ds = load_dataset("/reviewbench")
print(ds)
# DatasetDict({
# neurips: Dataset(num_rows=...)# iclr:… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/reviewbench.gaperon-distill
gaperon-distill
Reformatted, lean parquet build of the Gaperon mmBERT quality-distillation
training data. One config per language (english, hindi, tamil), each
with train / validation / test splits preserved exactly from the original
make_splits partition (seed 42, 80/10/10). Built for fast loading on a cluster
with no persistent storage.
from datasets import load_dataset
ds = load_dataset("samarthramesh/gaperon-distill", "hindi", split="train")
Columns… See the full description on the dataset page: https://huggingface.co/datasets/samarthramesh/gaperon-distill.neurips2025-papersjudgebench-results
JudgeBench: LLM Cross-Judging Results
Experimental results from a controlled cross-judging study of 5 open-weights 7-9B LLMs acting as judges across 9 conditions × 2 temperatures.
Code repository: https://github.com/samarthraina/judgebench (coming soon)
Contents
summary_T*.csv, per_prompt_T*.csv — aggregated CSVs
full_results_T*.json — per-cell results with justifications (30,900 rows each)
cot_log_T*.jsonl — every individual K-draw with raw output
stat_tests.json —… See the full description on the dataset page: https://huggingface.co/datasets/samarthraina/judgebench-results.neurips-2024-peer-reviewsemergent-dominance-logsnano-receipts
🧾 Nano Receipts Dataset
A diverse collection of 2428 hyper-realistic synthetic receipt images generated using state-of-the-art text-to-image AI models.
🚀 Quick Start
from datasets import load_dataset
# Load dataset (fast parquet format!)
dataset = load_dataset("34data/nano-receipts")
# Access images
image = dataset["train"][0]["image"] # PIL Image
filename = dataset["train"][0]["filename"]
📊 Dataset Details
Total Images: 2428 receipts… See the full description on the dataset page: https://huggingface.co/datasets/samarth010/nano-receipts.pickpentraceweave-viewer-test
Agent Traces
Coding-agent sessions collected with TraceWeave,
rehydrated into the Claude Code JSONL schema
consumed by the Hugging Face Agent Trace Viewer.
Format
Each *.jsonl file at the dataset root is one session. Events use:
{"type":"user","message":{"role":"user","content":"..."},"uuid":"...","parentUuid":null,"sessionId":"...","timestamp":"..."}
{"type":"assistant","message":{"role":"assistant","content":[{"type":"text","text":"..."}]},"uuid":"..."… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/traceweave-viewer-test.two_color_sortThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so100_follower",
"total_episodes": 100,
"total_frames": 99945,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:100"
},
"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/samarthmahapatra/two_color_sort.eval_so100This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 2,
"total_frames": 1027,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:2"
},
"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/samarthmahapatra/eval_so100.traceforge-v1
TraceForge Coding-Agent Dataset
A dataset of real coding-agent conversations (Claude Code, Cursor, Copilot CLI, and
others) standardized into a ShareGPT / OpenAI-chat format with tool calls, built with
TraceForge.
Dataset structure
Each record:
{
"conversations": [
{"role": "user", "content": "..."},
{"role": "assistant", "content": "..."},
{"role": "assistant", "content": "", "tool_call": {"name": "edit_file", "arguments": {"path": "utils.py"}}}… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/traceforge-v1.three-color-cube-to-bucket-handoffThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so100_follower",
"total_episodes": 21,
"total_frames": 17281,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:21"
},
"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/samarthmahapatra/three-color-cube-to-bucket-handoff.carbon-mrv-invoice-emissions
Synthetic Carbon MRV Invoice-to-Emissions Dataset
A synthetic dataset that models the core pipeline used by carbon Measurement,
Reporting & Verification (MRV) platforms: turning a business document line
item (invoice, fuel receipt, electricity bill, freight charge) into a
GHG Protocol Scope 1 / 2 / 3 classification and a calculated emissions
value.
It was built as reference dataset for learning and prototyping —
specifically for training/evaluating models that do:
Scope… See the full description on the dataset page: https://huggingface.co/datasets/Samarth-27/carbon-mrv-invoice-emissions.bharatanatyam-mudra-dataset
Bharatanatyam Mudra Dataset
Dataset Description
The Bharatanatyam Mudra Dataset contains 28,431 images of hand gestures (mudras) from Bharatanatyam, a classical Indian dance form. The dataset was collected from 15 volunteers in a studio environment and includes both single-hand and double-hand gestures.
Dataset Statistics
Total Images: 28,431
Single Hand Gestures (Asamyukta Hastas): 15,396 images across 29 classes
Double Hand Gestures (Samyukta Hastas): 13,035… See the full description on the dataset page: https://huggingface.co/datasets/Samarth0710/bharatanatyam-mudra-dataset.bharatanatyam-mudra-dataset-splitsponge-trash-startingThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 50,
"total_frames": 18888,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:50"
},
"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/samarthmahapatra/sponge-trash-starting.trimmed_two_color_sortThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so100_follower",
"total_episodes": 100,
"total_frames": 99945,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:100"
},
"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/samarthmahapatra/trimmed_two_color_sort.grey-plushie-pickupThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 30,
"total_frames": 8243,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:30"
},
"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/samarthmahapatra/grey-plushie-pickup.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 1967,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"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/samarthmahapatra/record-test.sanskrit-sandhi-dataset-testeval_sponge_trash_starting_smolvlaThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 4,
"total_frames": 1646,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:4"
},
"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/samarthmahapatra/eval_sponge_trash_starting_smolvla.two_color_sort_subset_ep0_15This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so100_follower",
"total_episodes": 15,
"total_frames": 16557,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:15"
},
"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/samarthmahapatra/two_color_sort_subset_ep0_15.lofi_dataset
Dataset Card for "lofi_dataset"
More Information needed
eval_smolvlaThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 1,
"total_frames": 473,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:1"
},
"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/samarthmahapatra/eval_smolvla.