flocky 0.0.1

(Unofficial) SDK for Flock.io

flocky

flocky makes participating in Flock.io easy!

NOTE: This project is not officially affiliated with Flock.io. This package is maintained by a participant of the Flock.io community. While I strive for correctness, I cannot guarantee that this package is bug-free. Always verify your own implementation, especially when using flocky in production.

Installation

pip install flocky

Quickstart

Get specific task

Data can be retrieved as JSON or a Pandas DataFrame.

from flocky.api import get_task

get_task(7, as_df=False)

{'title': 'FLock x OneKey: Advancing AI-Driven Smart Contract Security',
 'description': 'FLock and OneKey are collaborating to launch the first AI-driven smart contract security challenge, combining FLock’s decentralized model training with OneKey’s expertise in blockchain security. By training AI on real-world vulnerabilities and security Q&A data, we aim to build a benchmark dataset and develop models capable of detecting and mitigating risks at scale. Top contributors will be rewarded with OneKey Hardware Wallet - FLock Limited Edition',
 'task_type': 'training',
 'data': {'training_set_url': 'https://fed-ledger-prod-dataset.s3.amazonaws.com/7/training_set.jsonl?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIASSFQ745NLT5K57N2%2F20250401%2Fus-east-2%2Fs3%2Faws4_request&X-Amz-Date=20250401T153446Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=fc9d7016681513e23a87fe9c30e5e7139ee53b76e3a8ef78a3cd02248d75494c',
  'max_params': 15000000000,
  'context_length': 8192},
 'duration_in_seconds': 2419200,
 'id': 7,
 'status': 'submission_phase',
 'initialized_at': '2025-03-26T16:22:01.791348',
 'submission_phase_ends_at': '2025-04-23T23:59:59.791348',
 'final_validation_ends_at': '2025-04-28T23:59:59.791348',
 'final_link': None}

get_task(7, as_df=True)

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	title	description	task_type	duration_in_seconds	id	status	initialized_at	submission_phase_ends_at	final_validation_ends_at	final_link	data_training_set_url	data_max_params	data_context_length
0	FLock x OneKey: Advancing AI-Driven Smart Cont...	FLock and OneKey are collaborating to launch t...	training	2419200	7	submission_phase	2025-03-26T16:22:01.791348	2025-04-23T23:59:59.791348	2025-04-28T23:59:59.791348	None	https://fed-ledger-prod-dataset.s3.amazonaws.c...	15000000000	8192

Get open tasks

from flocky.api import open_tasks

tasks = open_tasks(as_df=True)
tasks

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	title	description	task_type	duration_in_seconds	id	status	initialized_at	submission_phase_ends_at	final_validation_ends_at	data_recommended_vram	data_dataset_s3_key	data_max_params	data_context_length	data_training_set_key	data_validation_set_key	data_final_validation_set_key
0	FLock x OneKey: Advancing AI-Driven Smart Cont...	FLock and OneKey are collaborating to launch t...	training	2419200	7	submission_phase	2025-03-26T16:22:01.791348	2025-04-23T23:59:59.791348	2025-04-28T23:59:59.791348	48GB	onekey-security/combined.jsonl	15000000000	8192	7/training_set.jsonl	7/validation_set.jsonl	7/final_validation_set.jsonl

Get submission scores

from flocky.api import get_subs

scores = get_subs(7, as_df=True)
scores

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	link	submission_phase_score	final_validation_score	submitted_at
0	https://huggingface.co/clepelaars/task-7-Qwen-...	None	None	2025-03-28T12:45:21.402671

Upload to HuggingFace

This function will upload the contents of the outputs directory to the HuggingFace Hub with a given repo name. This require you to have set HF_TOKEN in your environment variables.

from flocky.api import upload_to_hf
# upload_to_hf("clepelaars/flocky-test", output_dir="outputs")