datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.pinchbench-clawd
PinchBench Clawd Training Data
Synthetic fine-tuning dataset for training an LLM to act as Clawd, an autonomous AI agent on the OpenClaw framework. Targets the PinchBench benchmark (23 tasks).
Dataset Description
Each example is a multi-turn conversation where Clawd uses tools (file I/O, web search, email, calendar, image generation, memory, etc.) to complete a real-world task. Generated using Claude via the Anthropic Batch API, scored by an LLM judge (1-5), and filtered… See the full description on the dataset page: https://huggingface.co/datasets/cptekur/pinchbench-clawd.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-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-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-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-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.pinchbench-clawd-single-turn
PinchBench Clawd - Hirundo Single-Turn Format
Prepared from cptekur/pinchbench-clawd for Hirundo custom dataset loading.
Each row is a single user turn paired with the final assistant answer from
the original multi-turn Clawd agent trajectory.
Schema
system_prompt: Clawd system prompt with available tools.
question: The original user task.
answer: The final assistant response after tool use.
tools_used: JSON list of unique tools invoked in the trajectory.… See the full description on the dataset page: https://huggingface.co/datasets/hirundo-io/pinchbench-clawd-single-turn.pinchbench-clawd-multi-step
PinchBench Clawd - Hirundo Format
Prepared from cptekur/pinchbench-clawd for Hirundo custom dataset loading.
Each source trajectory is expanded into one training row per assistant turn.
The question contains the prior user/assistant/tool context, and the answer
is the next assistant message including tool-call formatting.
Schema
system_prompt: Clawd system prompt with available tools.
question: Rendered context before the target assistant turn.
answer: The next… See the full description on the dataset page: https://huggingface.co/datasets/hirundo-io/pinchbench-clawd-multi-step.