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Author:
Soumyashiv
License:
Apache-2.0
Summary:
ASFT — Adaptive Synaptic Fine-Tuning: The intelligent LLM training acceleration framework that decides if you actually need to train.
Latest version:
0.2.0
Required dependencies:
accelerate
|
aiofiles
|
alembic
|
bitsandbytes
|
chromadb
|
datasets
|
datasketch
|
fastapi
|
filelock
|
httpx
|
huggingface-hub
|
jinja2
|
numpy
|
pandas
|
peft
|
psutil
|
pydantic
|
pydantic-settings
|
python-multipart
|
rich
|
safetensors
|
scikit-learn
|
scipy
|
sentence-transformers
|
sqlalchemy
|
sympy
|
torch
|
tqdm
|
transformers
|
trl
|
typer
|
uvicorn
Optional dependencies:
black
|
celery
|
faiss-cpu
|
faiss-gpu
|
ipykernel
|
matplotlib
|
mypy
|
plotly
|
pytest
|
pytest-asyncio
|
pytest-benchmark
|
qdrant-client
|
redis
|
ruff
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