isa-model

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Author: isA_Model Contributors
Summary: Unified AI model serving framework with API streaming support
Latest version: 0.6.2
Required dependencies: aiohttp | alembic | asyncpg | cachetools | circuitbreaker | cryptography | fastapi | httpx | numpy | prometheus-client | psutil | psycopg2-binary | pydantic | python-dotenv | redis | requests | slowapi | sqlalchemy | structlog | tenacity | uvicorn
Optional dependencies: accelerate | agentlightning | anthropic | bitsandbytes | black | boto3 | cerebras-cloud-sdk | datasets | docker | feast | flake8 | google-cloud-storage | grpclib | huggingface-hub | influxdb-client | isa-common | isa-model | joblib | kaggle | kubernetes | langchain-core | langchain-openai | librosa | locust | matplotlib | mlflow | mne | modal | mypy | numba | ollama | openai | pandas | peft | pgvector | pillow | prophet | pytest | pytest-asyncio | pytest-cov | python-consul | python-logging-loki | pywavelets | redis | replicate | runpod | safetensors | scikit-learn | scipy | sentencepiece | shap | soundfile | tiktoken | torch | torchvision | transformers | trl | twine | websockets | wfdb | xgboost

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