datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
solana-dex-execution
Solana DEX quotes and routing
Jupiter swap quotes at fixed SOL input sizes, with the route legs returned for each quote. The panel supports comparisons of quoted output, reported price impact and routing across sizes and observation times.
Contents
Table
Record
solana_swap_quotes
A pair and input amount, with quoted output, price impact, value and route-leg count
solana_swap_routes
A leg of the chosen route, including venue, amounts and allocation… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/solana-dex-execution.solanasolana-dex-datasolana-memecoin-calls
Solana memecoin calls — a public record with the misses left in
8,023 pump.fun token calls, each with the market cap we called it at, the peak it reached
afterwards, and the exact second it was posted publicly. The whole file is hashed and the hash is
anchored in a Bitcoin block, so no row can be added, edited or back-dated after the fact.
Every trading channel publishes its winners. This is the same feed with the losers still in it —
about six calls in ten never double, and… See the full description on the dataset page: https://huggingface.co/datasets/Smurfetc/solana-memecoin-calls.solana-yield-honesty
Solana Honesty Index
What each Solana stablecoin product says it pays, next to what it actually
paid, measured from a share price rather than from a claim.
Snapshot generated 2026-09-23T12:19:12.804Z. Window 30 days.
13 products across 3 protocols,
13 comparable, 0 published but not
comparable. Realized figures: 5 by issuer_share_price_history, 2 by onchain_share_price, 6 by issuer_share_price_observed.
product
advertised
realized
gap
delivered
realized method
Kamino… See the full description on the dataset page: https://huggingface.co/datasets/kerne-protocol/solana-yield-honesty.solana-conejo-lora-datasetsolana-pairs-history
Dataset Card for Solana Pairs History
This dataset card provides an overview of the "Solana Pairs Price History", a collection of historical data related to Solana liquidity pairs. It is intended for use in research and development of financial models, data analysis, and machine learning applications.
Dataset Details
Dataset Description
The dataset contains historical trading data for Solana pairs, with each pair represented as a separate JSONL file. The… See the full description on the dataset page: https://huggingface.co/datasets/horenresearch/solana-pairs-history.solana-clawd-instruct
Solana Clawd Instruct
A curated instruction-tuning dataset for fine-tuning models into Solana-native Clawd agents with strong Solana, DeFi, ZK, and constitutional-alignment coverage.
What it teaches
Check every domain your dataset covers:
Solana mechanics (PDAs, accounts, instructions, rent, compute budgets, Token-2022)
DeFi primitives (AMMs, CLMMs, perpetuals, bonding curves, Jupiter, Phoenix)
Memecoin risk analysis (rug detection, holder concentration… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-instruct.solana-clawd-model-kit
Solana Clawd Model Kit
Training data kit for Solana Clawd: SFT / CPT JSONL corpora, manifests, quality reports, and processed shards.
Contents (top-level)
SFT / CPT JSONL
solana_clawd_reasoning_tooling_sft.jsonl (~133 MB)
clawd_masterpiece_sft.jsonl (~166 MB)
tx_foundation_cpt_clean.jsonl (~21 MB)
clawd_future_refinement_sft.jsonl (~1.3 MB)
clawd_autoresearch_wiki_sft.jsonl (~1.3 MB)
clawd_future_drill_sft.jsonl (~920 KB)… See the full description on the dataset page: https://huggingface.co/datasets/ordlibrary/solana-clawd-model-kit.solana-clawd-repo-corpus
Solana Clawd Core AI Instruct
Instruction-tuning dataset derived from the local core-ai source tree and the
existing Solana Clawd AI training corpus.
Contents
Total examples: 441
Existing ai-training SFT examples: 0
Core AI source chunk examples: 0
Core AI knowledge JSONL examples: 0
Format
Each row is a chat conversation in OpenAI/Hugging Face messages schema:
{"messages": [{"role": "system", "content": "..."}, {"role": "user", "content": "..."}… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-repo-corpus.solana-tick-level-trade-data-free-sample
Solana Tick-Level Trade Data — Free 1-Week Sample
Free sample of tick-level trade data for SOL/USDT, covering February 19–26, 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: 19,109,313 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: February 19–26, 2025… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/solana-tick-level-trade-data-free-sample.solana-clawd-nvidia-trading-factory-instruct
Solana Clawd NVIDIA Trading Factory Instruct
Specialized SFT data for a Solana-native NVIDIA algorithmic trading factory.
It teaches data ingestion, GPU feature engineering, alpha research, cuML KDE
scenario generation, cuFOLIO/cuOpt Mean-CVaR optimization, paper execution
policy, risk controls, backtesting, monitoring, and Clawd governance.
Format
Each row uses OpenAI-style messages plus metadata:
{"messages": [{"role": "system", "content": "..."}, {"role":… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-nvidia-trading-factory-instruct.solana-ohlcv-pack-free-sample
Solana OHLCV Pack — Full 6.5-Year Dataset (Free)
6 timeframes · 3.1M candles (1m) · 2020–2026 · Free, no email required
Complete Solana OHLCV dataset built from audited tick-level trade data by The Glitch List.
What's Included
6 Parquet files: 1m, 5m, 15m, 1h, 4h, 1d
Coverage: 2020-01-01 → 2026-07-04 (6.5 years)
Zero look-ahead bias — verified
Format: Apache Parquet (ZSTD compressed)
Built from audited SOL/USDT tick-level trades
Quick Start
import… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/solana-ohlcv-pack-free-sample.solana-vuln-rustSolana-Vanguard-Challenge
Solana Vanguard Challenge Dataset
Overview
The Solana Vanguard Challenge dataset is an official benchmark designed to evaluate and train AI models on the full spectrum of Solana ecosystem expertise and smart contract programming skills. With 1,000 carefully curated questions, this dataset spans foundational concepts, advanced on-chain development in Rust (including the Anchor framework), and sophisticated client-side integration with TypeScript. It is intended for… See the full description on the dataset page: https://huggingface.co/datasets/Bifrost-AI/Solana-Vanguard-Challenge.details_Sao10K__L3-Solana-8B-v1
Dataset Card for Evaluation run of Sao10K/L3-Solana-8B-v1
Dataset automatically created during the evaluation run of model Sao10K/L3-Solana-8B-v1 on the Open LLM Leaderboard.
The dataset is composed of 63 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… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard-old/details_Sao10K__L3-Solana-8B-v1.solana-clawd-realtime-research-instruct
Solana Clawd Realtime Research Instruct
Instruction-tuning dataset generated by scripts/realtime_dataset_ingest.py
from submitted PDFs, notebooks, parquet QA rows, JSON/JSONL files, and local
reference text.
Contents
Total examples: 29058
Train/eval/test: 26152 / 1452 / 1454
Sources: 28
Duplicate examples removed: 0
Duplicate files skipped: 2
Secret-like records skipped: 296
Format
Each row uses OpenAI/Hugging Face chat messages:
{"messages":… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-realtime-research-instruct.solana-memecoin-lifecycle-v0
solana-memecoin-lifecycle-v0
Pump.fun token launch + lifecycle trade data pulled from Dune's dex_solana.trades.
Files (uploaded manually via HF web UI — see below)
candidates_step1_500mints.csv — 500 new pump.fun launches, 2025-11-15 00:00:01–00:43:11 UTC (single cohort, one dense 43-minute burst)
01M2BB9QVSNF2V2JWDPE4TWRCK.csv — full 68,618-row trade history for those 500 mints, 48h window
cohort_A.parquet — 186 mints, launched 2025-11-08 08:00–08:30 UTC, 18,559… See the full description on the dataset page: https://huggingface.co/datasets/Ashxr/solana-memecoin-lifecycle-v0.mempool_solana_synthetic_training_data_spark_5k
Mempool Solana Synthetic Training Data (TsFile)
Apache TsFile version of
TitanOrionAI/Mempool-Solana-Synthetic-Training-Data-Spark-5k.
Overview
Synthetic Solana mempool simulation observations: 5,000 records from a
forward-looking mempool simulation on 2026-01-14, designed to train adaptive
models that predict congestion before it manifests on-chain. Each record has
the same shape as the companion MEV dataset (pair, regime, execution price,
Jito tip, alpha score… See the full description on the dataset page: https://huggingface.co/datasets/THULab/mempool_solana_synthetic_training_data_spark_5k.jupiter-swap-historical-data-solana-swap-events
Jupiter Swap Events on Solana
This dataset contains 1,000 decoded event records from Jupiter, the main swap aggregator on Solana, captured between 09:38:33 and 09:38:39 UTC on 10 June 2026 (slots 425,520,001 to 425,520,017). Each swap event records which AMM filled the trade, the input and output token mints, and the raw amounts on each side.
It's a free sample from datastore.sh. The full Jupiter Swap dataset has 15 tables, delivered as Parquet, with recent or full-history… See the full description on the dataset page: https://huggingface.co/datasets/DataStore/jupiter-swap-historical-data-solana-swap-events.solana-clawd-core-ai-instruct
Solana Clawd Core AI Instruct
Instruction-tuning dataset derived from the local core-ai source tree and the
existing Solana Clawd AI training corpus.
Contents
Total examples: 35173
Existing ai-training SFT examples: 25778
Core AI source chunk examples: 9320
Core AI knowledge JSONL examples: 75
Format
Each row is a chat conversation in OpenAI/Hugging Face messages schema:
{"messages": [{"role": "system", "content": "..."}, {"role": "user"… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-core-ai-instruct.Solana-blockchain-360-CodingThis dataset contains 360 coding and tech related samples for the Solana blockchain.
Language: English
Coding-languages: Rust, Typescript, & C#
214 general knowledge samples
146 coding knowledge samples
Dataset Catalog:
201 Solana blockchain knowledge samples
49 Solana typescript coding samples
86 Solana rust coding samples
13 Solnet SDK knowledge samples
11 Solana c# coding samples
CryptoLM-Solana-SOL-USDT
SOL Price Dataset with Technical Indicators
Welcome to the SOL / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on Solana prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date and… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Solana-SOL-USDT.mev_solana_synthetic_training_data_spark_5k
MEV Solana Synthetic Training Data (TsFile)
Apache TsFile version of
TitanOrionAI/MEV-Solana-Synthetic-Training-Data-Spark-5k.
Overview
Synthetic Solana maximal-extractable-value (MEV) trading observations for
training forecasting/tabular models: 15,000 swap records across 7 trading
pairs on 2026-01-14, with execution price, Jito tip (lamports), a proprietary
alpha score, program/DEX used, slot contention and compute-unit consumption.
The three shard CSVs (4C3Y /… See the full description on the dataset page: https://huggingface.co/datasets/THULab/mev_solana_synthetic_training_data_spark_5k.solana-tx-foundation-unifiedsolana-clawd-live-datasolana-mev-bundle-telemetry
Solana Jito MEV Bundle Telemetry & Execution Traces
High-frequency telemetry dataset of sub-slot block engine bundle auctions, arbitrage executions, and tip distribution metrics on Solana mainnet. Generated from production searcher nodes operating across Raydium CPMM/CLMM, Orca Whirlpools, Meteora DLMM, and Pump.fun bonding curves via Jito Block Engine relays.
Official Implementations & Production Bots
This open research telemetry dataset is maintained in… See the full description on the dataset page: https://huggingface.co/datasets/Mevboters/solana-mev-bundle-telemetry.solana-clawd-eval
Solana Clawd Eval
Held-out evaluation prompts for the Solana Clawd model. Not in the training set.
Use these to measure:
Capability: Does the model know Solana primitives, DeFi, agent architecture, code patterns?
Calibration: Does the model express uncertainty appropriately?
Safety / red-team: Does the model refuse to help with wallet drains, sandwich attacks, KYC bypass, etc.?
Format
Same as the training set — OpenAI messages schema. The assistant turn
is a… See the full description on the dataset page: https://huggingface.co/datasets/solanaclawd/solana-clawd-eval.solana-scam-signaturessolana-dex-pairs
Solana DEX Trading Pairs
Short name: solana-dex-pairsVersion: 1.0.0License: CC0-1.0 (Public Domain Dedication) / Open Data CommonsLicense URL: https://creativecommons.org/publicdomain/zero/1.0/Category: defi/dex-dataTags: solana, dex, defi, liquidity, trading-pairs, raydium, orcaCollection method: DexScreener API (free, no key required)Collected at: 2026-05-25T22:05:17.776129+00:00
Current snapshot of active Solana DEX trading pairs from DexScreener. Includes pair addresses… See the full description on the dataset page: https://huggingface.co/datasets/neuralmint/solana-dex-pairs.