Last active
February 27, 2024 10:08
-
-
Save dadeba/6955b336969c2f3e2a568fe06f364232 to your computer and use it in GitHub Desktop.
axolotl with ROCm
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
### 1. install bnb for ROCm | |
### 1.1 | |
git clone --recurse https://github.com/ROCmSoftwarePlatform/bitsandbytes | |
cd bitsandbytes | |
git checkout rocm_enabled | |
### 1.2 | |
edit Makefile & "ROCM_TARGET=gfx1100 make hip; python setup.py install" | |
diff --git a/Makefile b/Makefile | |
index 00f5869..f4de8bc 100644 | |
--- a/Makefile | |
+++ b/Makefile | |
@@ -114,8 +114,8 @@ cuda118: $(BUILD_DIR) env | |
$(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/l | |
ink.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) | |
hip: $(BUILD_DIR) env | |
- $(HIPCC) -std=c++14 -fPIC -c $(INCLUDE_ROCM) $(LIB_ROCM) $(CSRC)/ops.hip -o $(BUILD_DIR)/ops.o | |
- $(HIPCC) -std=c++14 -fPIC -c $(INCLUDE_ROCM) $(LIB_ROCM) $(CSRC)/kernels.hip -o $(BUILD_DIR)/kernels.o | |
+ $(HIPCC) -std=c++14 -fPIC -c --offload-arch=$(ROCM_TARGET) $(INCLUDE_ROCM) $(LIB_ROCM) $(CSRC)/ops.hip -o $(BUIL | |
D_DIR)/ops.o | |
+ $(HIPCC) -std=c++14 -fPIC -c --offload-arch=$(ROCM_TARGET) $(INCLUDE_ROCM) $(LIB_ROCM) $(CSRC)/kernels.hip -o $(BUILD_DIR)/kernels.o | |
$(GPP) -std=c++14 -D__HIP_PLATFORM_AMD__ -D__HIP_PLATFORM_HCC__ -DBUILD_HIP -shared -fPIC $(INCLUDE_ROCM) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_hip_nohipblaslt.so $(LIB_ROCM) | |
cuda12x: $(BUILD_DIR) env | |
### 2. install Axolotl | |
### 2.1 | |
git clone https://github.com/OpenAccess-AI-Collective/axolotl | |
edit requirements.txt & setup # remove xformers from dependency in requirements.txt | |
diff --git a/requirements.txt b/requirements.txt | |
index 722a9c6..458a434 100644 | |
--- a/requirements.txt | |
+++ b/requirements.txt | |
@@ -16,7 +16,7 @@ flash-attn==2.3.3 | |
sentencepiece | |
wandb | |
einops | |
-xformers==0.0.22 | |
+#xformers==0.0.22 | |
optimum==1.16.2 | |
hf_transfer | |
colorama | |
diff --git a/setup.py b/setup.py | |
index 4a949a6..b74c32b 100644 | |
--- a/setup.py | |
+++ b/setup.py | |
@@ -46,8 +46,9 @@ def parse_requirements(): | |
raise ValueError("Invalid version format") | |
if (major, minor) >= (2, 1): | |
- _install_requires.pop(_install_requires.index("xformers==0.0.22")) | |
- _install_requires.append("xformers>=0.0.23") | |
+ pass | |
+ #_install_requires.pop(_install_requires.index("xformers==0.0.22")) | |
+ #_install_requires.append("xformers>=0.0.23") | |
except PackageNotFoundError: | |
pass | |
### 2.1 | |
pip3 install -e '.[deepspeed]' # do not use flash-attention |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment