datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bybit-linear-perps-bnbusdtcryptolake-binance-futures-bnb
Cryptolake raw L2/market data — Binance USDT-M futures (BNB)
Raw market-data archive (Cryptolake subscription capture, 2024-11 .. 2026-06,
gaps possible): 20-level order-book snapshots, trades, funding (mark price),
liquidations (forceOrders), open-interest polls. One snappy parquet per day per
stream, layout raw/<stream>/exchange=BINANCE_FUTURES/symbol=<SYM>-USDT-PERP/dt=<DAY>/.
Mirror of gs://market-data-0998ac51/raw/ (migration 2026-08-22, ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/cryptolake-binance-futures-bnb.bnb-tick-level-trade-data-free-sample
BNB Tick-Level Trade Data — Free 1-Week Sample
Free sample of tick-level trade data for BNB/USDT, covering September 29 – October 6, 2025.
This is a 1-week excerpt from a fully audited historical dataset, part of The Glitch List — a data engineering lab based in Barcelona producing institutional-grade crypto trade datasets.
Dataset Summary
Rows in this sample: 12,914,123 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: September 29 –… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/bnb-tick-level-trade-data-free-sample.bnbbnbusdt_perp_1m_10_2021_to_02_2026
BNBUSDT Perpetual Futures 1-Minute OHLCV (1 2021 - Mar 2026)
Overview
1-minute OHLCV candlestick data for the BNB/USDT USDT-margined perpetual futures contract on Binance, covering October 1, 2021 to February 28, 2026.
Rows: 2,321,277
Completeness: ~100% (only 2 single-bar month-boundary gaps from data packaging)
Why futures OHLCV?
Perpetual futures are the most actively traded crypto instruments, with volume typically 3-10x higher than spot. This dataset… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/bnbusdt_perp_1m_10_2021_to_02_2026.qwen3_8b_qa_bnb4bitsonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-170522-details
Dataset Card for Evaluation run of sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-170522
Dataset automatically created during the evaluation run of model sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-170522
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-170522-details.recorder-binance-futures-bnb
chronos recorder archive — Binance USDT-M futures BNB
L2 order-book (depth snapshots + diffs) and trades streams for BNBUSDT and BNBUSDC perpetuals.
Recorded 24/7 by the chronos market recorder (GitHub:
BlackDigitalStudio/crypto-market-recorder) on VM scalper-recorder (Tokyo) up to
2026-08-05 ~18:xx UTC. Hourly snappy-parquet files, layout preserved 1:1 from
gs://recorder-data-asia-0998ac51/chronos/scalper-recorder/...
(GCP->HF migration 2026-08-22; ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/recorder-binance-futures-bnb.bnbusdt_spot_1m_10_2021_to_03_2026
BNBUSDT Spot 1-Minute OHLCV (Oct 2021 - Mar 2026)
Overview
1-minute OHLCV candlestick data for the BNB/USDT spot pair on Binance, covering October 1, 2021 to February 28, 2026.
Rows: 2,321,280
Completeness: 100.00%
Sources
Period
Source
Notes
Full dataset
Binance Data Collection
Monthly kline ZIPs
2023-03-24 12:40-13:59
Bybit API
80 bars filled from Bybit BNBUSDT spot (Binance maintenance)
Columns
Column
Type… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/bnbusdt_spot_1m_10_2021_to_03_2026.bnb-usdt-1h-candles
BNB-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T03:00:00Z to 2026-08-13T23:00:00Z (76,749 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-1h-candles.binance_eth_bnb_btc_usdt_marketdatabnbusdt_perp_basis_1m_10_2021_to_02_2026
BNBUSDT Perpetual Futures-Spot Basis (1 2021 - Mar 2026)
Overview
1-minute premium index (futures-spot basis) data for the BNB/USDT perpetual futures contract on Binance, covering October 1, 2021 to February 28, 2026.
Rows: 2,318,331
Completeness: 99.87%
What is the premium index (basis)?
The premium index measures the instantaneous percentage difference between the perpetual futures price and the spot price:
basis = (futures_price - spot_price) / spot_price… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/bnbusdt_perp_basis_1m_10_2021_to_02_2026.bnb-fixbnbbtc-orpoPlease see https://github.com/molbal/trading-llm-experiment for details.
details_FairMind__Phi-3-mini-4k-instruct-bnb-4bit-Itasonthenguyen__zephyr-sft-bnb-4bit-DPO-mtbr-180stepsbnb-usdt-12h-candles
BNB-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T00:00:00Z to 2026-08-13T12:00:00Z (6,405 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-12h-candles.sonthenguyen__zephyr-sft-bnb-4bit-DPO-mtbo-180steps-details
Dataset Card for Evaluation run of sonthenguyen/zephyr-sft-bnb-4bit-DPO-mtbo-180steps
Dataset automatically created during the evaluation run of model sonthenguyen/zephyr-sft-bnb-4bit-DPO-mtbo-180steps
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/sonthenguyen__zephyr-sft-bnb-4bit-DPO-mtbo-180steps-details.Day_to_Day_Objects_isometric_skeumorphic_3d_bnbBuilt with https://huggingface.co/spaces/aisheets/sheets
and this config:
columns:
object_name:
modelName: meta-llama/Llama-3.3-70B-Instruct
modelProvider: groq
userPrompt: Generate the name of a common day to day object
prompt: >
You are a rigorous text-generation engine. Generate only the requested
output format, with no explanations following the user instruction and
avoiding repetition of the existing responses at the end of the prompt.
# User… See the full description on the dataset page: https://huggingface.co/datasets/aisheets/Day_to_Day_Objects_isometric_skeumorphic_3d_bnb.bnb-usdt-1m-candles
BNB-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T03:54:00Z to 2026-08-13T23:59:00Z (4,603,944 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-1m-candles.details_unsloth__llama-3-8b-bnb-4bit
Dataset Card for Evaluation run of unsloth/llama-3-8b-bnb-4bit
Dataset automatically created during the evaluation run of model unsloth/llama-3-8b-bnb-4bit.
The dataset is composed of 136 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_unsloth__llama-3-8b-bnb-4bit.bnbusdt_perp_funding_8h_10_2021_to_02_2026
BNBUSDT Perpetual Funding Rate (1 2021 - Mar 2026)
Overview
8-hour funding rate data for the BNB/USDT perpetual futures contract on Binance, covering October 1, 2021 to February 28, 2026.
Rows: 4,836
Completeness: 100.00%
Frequency: Every 8 hours (00:00, 08:00, 16:00 UTC)
What is the funding rate?
The funding rate is a periodic payment between long and short holders of perpetual futures contracts. It keeps the perpetual price anchored to the spot price:… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/bnbusdt_perp_funding_8h_10_2021_to_02_2026.autophagycode_metrics_D_metrics_he_unsloth__Qwen3-0.6B-Base-unsloth-bnb-4bit_lr0.0001_gen4sonthenguyen__zephyr-sft-bnb-4bit-DPO-mtbr-180steps-details
Dataset Card for Evaluation run of sonthenguyen/zephyr-sft-bnb-4bit-DPO-mtbr-180steps
Dataset automatically created during the evaluation run of model sonthenguyen/zephyr-sft-bnb-4bit-DPO-mtbr-180steps
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/sonthenguyen__zephyr-sft-bnb-4bit-DPO-mtbr-180steps-details.bnb-usdt-4h-candles
BNB-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T00:00:00Z to 2026-08-13T20:00:00Z (19,202 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-4h-candles.sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205autophagycode_metrics_D_metrics_he_unsloth__Qwen3-0.6B-Base-unsloth-bnb-4bit_lr0.0001_gen9autophagycode_metrics_D_metrics_he_unsloth__Qwen3-14B-Base-unsloth-bnb-4bit_lr0.0001_gen7bnb-diffusers-testing-artifactsautophagycode_metrics_D_metrics_he_unsloth__Qwen3-0.6B-Base-unsloth-bnb-4bit_lr0.0001_gen2
