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11
CHANGELOG.md
11
CHANGELOG.md
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@ -228,3 +228,14 @@ Deprecated:
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Features:
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Features:
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- Added Int8 SwitchBack layers
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- Added Int8 SwitchBack layers
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- Added Fake FP8 layers for research purposes (available under `bnb.research.nn. ...`)
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- Added Fake FP8 layers for research purposes (available under `bnb.research.nn. ...`)
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### 0.39.0
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Features:
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- 4-bit matrix multiplication for Float4 and NormalFloat4 data types.
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- Added 4-bit quantization routines
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- Doubled quantization routines for 4-bit quantization
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- Paged optimizers for Adam and Lion.
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- bfloat16 gradient / weight support for Adam and Lion with 8 or 32-bit states.
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3
Makefile
3
Makefile
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@ -25,8 +25,7 @@ FILES_CUDA := $(CSRC)/ops.cu $(CSRC)/kernels.cu
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FILES_CPP := $(CSRC)/common.cpp $(CSRC)/cpu_ops.cpp $(CSRC)/pythonInterface.c
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FILES_CPP := $(CSRC)/common.cpp $(CSRC)/cpu_ops.cpp $(CSRC)/pythonInterface.c
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INCLUDE := -I $(CUDA_HOME)/include -I $(ROOT_DIR)/csrc -I $(CONDA_PREFIX)/include -I $(ROOT_DIR)/include
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INCLUDE := -I $(CUDA_HOME)/include -I $(ROOT_DIR)/csrc -I $(CONDA_PREFIX)/include -I $(ROOT_DIR)/include
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INCLUDE_10x := -I $(CUDA_HOME)/include -I $(ROOT_DIR)/csrc -I $(ROOT_DIR)/dependencies/cub -I $(ROOT_DIR)/include
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LIB := -L $(CUDA_HOME)/lib64 -lcudart -lcublas -lcublasLt -lcusparse -L $(CONDA_PREFIX)/lib
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LIB := -L $(CUDA_HOME)/lib64 -lcudart -lcublas -lcublasLt -lcurand -lcusparse -L $(CONDA_PREFIX)/lib
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# NVIDIA NVCC compilation flags
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# NVIDIA NVCC compilation flags
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COMPUTE_CAPABILITY += -gencode arch=compute_50,code=sm_50 # Maxwell
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COMPUTE_CAPABILITY += -gencode arch=compute_50,code=sm_50 # Maxwell
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4
setup.py
4
setup.py
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@ -18,10 +18,10 @@ def read(fname):
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setup(
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setup(
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name=f"bitsandbytes",
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name=f"bitsandbytes",
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version=f"0.38.1",
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version=f"0.39.0",
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author="Tim Dettmers",
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author="Tim Dettmers",
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author_email="dettmers@cs.washington.edu",
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author_email="dettmers@cs.washington.edu",
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description="8-bit optimizers and matrix multiplication routines.",
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description="k-bit optimizers and matrix multiplication routines.",
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license="MIT",
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license="MIT",
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keywords="gpu optimizers optimization 8-bit quantization compression",
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keywords="gpu optimizers optimization 8-bit quantization compression",
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url="https://github.com/TimDettmers/bitsandbytes",
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url="https://github.com/TimDettmers/bitsandbytes",
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