added exllamav2

.github/workflows/exllama-v2_jp51.yml

@@ -0,0 +1,52 @@
+name: "exllama-v2_jp51"
+run-name: "Build exllama:v2 (JetPack 5.1)"
+on:
+  workflow_dispatch: {}
+  push:
+    branches:
+      - 'dev'
+    paths:
+      - '.github/workflows/exllama-v2_jp51.yml'
+      - 'packages/llm/exllama/*'
+      - '!packages/llm/exllama/README.md'
+      - '!packages/llm/exllama/docs.md'
+      - 'packages/build-essential/*'
+      - '!packages/build-essential/README.md'
+      - '!packages/build-essential/docs.md'
+      - 'packages/python/*'
+      - '!packages/python/README.md'
+      - '!packages/python/docs.md'
+      - 'packages/numpy/*'
+      - '!packages/numpy/README.md'
+      - '!packages/numpy/docs.md'
+      - 'packages/cmake/cmake_pip/*'
+      - '!packages/cmake/cmake_pip/README.md'
+      - '!packages/cmake/cmake_pip/docs.md'
+      - 'packages/onnx/*'
+      - '!packages/onnx/README.md'
+      - '!packages/onnx/docs.md'
+      - 'packages/pytorch/*'
+      - '!packages/pytorch/README.md'
+      - '!packages/pytorch/docs.md'
+      - 'packages/llm/huggingface_hub/*'
+      - '!packages/llm/huggingface_hub/README.md'
+      - '!packages/llm/huggingface_hub/docs.md'
+jobs:
+  exllama-v2_jp51:
+    runs-on: [self-hosted, jetson, jp51]
+    steps:
+      - run: |
+         cat /etc/nv_tegra_release 
+      - name: "Checkout ${{ github.repository }} SHA=${{ github.sha }}" 
+        run: |
+         echo "$RUNNER_WORKSPACE" 
+         cd $RUNNER_WORKSPACE 
+         git config --global user.email "[email protected]" 
+         git config --global user.name "Dustin Franklin" 
+         git clone $GITHUB_SERVER_URL/$GITHUB_REPOSITORY || echo 'repo already cloned or another error encountered' 
+         cd jetson-containers 
+         git fetch origin 
+         git checkout $GITHUB_SHA 
+         git status 
+         ls -a 
+      - run: ./build.sh --name=runner/ --push=dustynv exllama:v2

packages/llm/exllama/Dockerfile.v2

@@ -0,0 +1,36 @@
+#
+# Dockerfile for exllama_v2 (see config.py for package configuration)
+#
+ARG BASE_IMAGE
+FROM ${BASE_IMAGE}
+
+ARG TORCH_CUDA_ARCH_LIST
+
+ARG EXLLAMA2_REPO=turboderp/exllamav2
+ARG EXLLAMA2_BRANCH=master
+
+WORKDIR /opt
+
+ADD https://api.github.com/repos/${EXLLAMA2_REPO}/git/refs/heads/${EXLLAMA2_BRANCH} /tmp/exllama2_version.json
+
+RUN git clone --branch=${EXLLAMA2_BRANCH} --depth=1 https://github.com/${EXLLAMA2_REPO} exllamav2
+
+RUN sed 's|torch.*|torch|g' -i exllamav2/requirements.txt && \
+    sed 's|torch.*"|torch"|g' -i exllamav2/setup.py && \
+    cat exllamav2/requirements.txt && \
+    cat exllamav2/setup.py
+
+# build the wheel
+RUN cd exllamav2 && \
+    python3 setup.py --verbose bdist_wheel && \
+    cp dist/exllamav2*.whl /opt
+
+RUN pip3 install --no-cache-dir --verbose /opt/exllamav2*.whl
+
+WORKDIR /
+
+# this will build cuda_ext.py to ~/.cache/torch_extensions/
+RUN cd /opt/exllamav2 && python3 test_inference.py --help
+
+# make sure it loads
+RUN pip3 show exllamav2 && python3 -c 'import exllamav2'

packages/llm/exllama/config.py

@@ -4,3 +4,11 @@
 package['build_args'] = {
     'TORCH_CUDA_ARCH_LIST': ';'.join([f'{x/10:.1f}' for x in CUDA_ARCHITECTURES])
 }
+
+exllama_v2 = package.copy()
+
+exllama_v2['name'] = 'exllama:v2'
+exllama_v2['dockerfile'] = 'Dockerfile.v2'
+exllama_v2['test'] = 'test_v2.sh'
+
+package = [package, exllama_v2]

packages/llm/exllama/test_v2.sh

@@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+
+cd /opt/exllamav2
+
+python3 test_inference.py --help