datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fastapi-swe-bench-tasks
FastAPI SWE-Bench Tasks
5 SWE-Bench-style evaluation instances for tiangolo/fastapi at commit 627c10a2.
Instances
ID
Title
tiangolo__fastapi-90001
Duplicate on_startup/on_shutdown handlers when same router included twice
tiangolo__fastapi-90002
_endpoint_context_cache stale data and memory leak via id() reuse
tiangolo__fastapi-90003
strict_content_type not overridable at include_router call site
tiangolo__fastapi-90004
_extract_endpoint_context swallows… See the full description on the dataset page: https://huggingface.co/datasets/mokshjain/fastapi-swe-bench-tasks.omnimcp_python_fastapi_async_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_python_fastapi_async_teaser.fastapi-swebench-v2
FastAPI SWE-bench Tasks
5 SWE-bench-style bug-fix tasks mined from tiangolo/fastapi.
Each instance includes:
instance_id, repo, pull_number, base_commit, version
patch — gold source-only fix
test_patch — gold test changes
problem_statement — issue title + body
FAIL_TO_PASS — tests that must go from failing to passing
PASS_TO_PASS — tests that must remain passing
image_tag — pre-built Docker image (mokshjn00/fastapi-swebench:<instance_id>, linux/amd64)
Instances… See the full description on the dataset page: https://huggingface.co/datasets/mokshjain/fastapi-swebench-v2.fastapi-swebench-tasks
FastAPI SWE-bench Tasks
5 SWE-bench-style bug-fix tasks mined from tiangolo/fastapi.
Each instance includes:
instance_id, repo, pull_number, base_commit, version
patch — gold source-only fix
test_patch — gold test changes
problem_statement — issue title + body
FAIL_TO_PASS — tests that must go from failing to passing
PASS_TO_PASS — tests that must remain passing
image_tag — pre-built Docker image (mokshjn00/fastapi-swebench:<instance_id>, linux/amd64)
Instances… See the full description on the dataset page: https://huggingface.co/datasets/mokshjain/fastapi-swebench-tasks.fastapi-tasks-v1
fastapi-tasks-v1
25 FastAPI tasks for the fastapi-env
RL environment. Each task asks for a small FastAPI application to be built and exercised, and is
graded on the response values it produces — status codes, header values and JSON scalars.
field
meaning
task_id
fa-000 … fa-024
category
routing / validation / responses / dependencies / schema
prompt
what to build and what to return
api_description
the shared preamble (available imports, how TestClient works)… See the full description on the dataset page: https://huggingface.co/datasets/eltociear/fastapi-tasks-v1.fastapi_pydantic_v2_migration_concurrency_teaser
🚀 Python Backend - FastAPI & Pydantic v2 Migration & Concurrency Suite (Evaluation Teaser)
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📦 What is Inside the Full Production Package:
498 Verified FAANG v2.0 Scenarios (100%… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_pydantic_v2_migration_concurrency_teaser.FastAPI_dataset
FastAPI Documentation Assistant Dataset
Dataset Summary
Dataset Structure
Data Fields
Data Splits
Dataset Creation
Usage
Limitations
Licensing
Citation
Dataset Summary
This dataset was used to fine-tune Qwen2.5-Coder-7B-FastAPI-LoRA, a LoRA adapter built on top of unsloth/Qwen2.5-Coder-7B-Instruct-bnb-4bit. It consists of instruction-style examples that turn the model into a FastAPI documentation assistant: given a snippet of FastAPI documentation as context and… See the full description on the dataset page: https://huggingface.co/datasets/LadiesMan69/FastAPI_dataset.fastapi_websockets_realtime_backpressure_teaser
🚀 Python Backend - FastAPI WebSockets & Real-Time Connection Backpressure Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 Python Backend - FastAPI WebSockets & Real-Time Connection Backpressure Triage on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
500 Verified FAANG… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_websockets_realtime_backpressure_teaser.