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Merge branch 'master' into xufang/speculative_decoding_profile
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xufang-lisa committed Dec 26, 2024
2 parents 60722e2 + 9bcadf7 commit 5d063db
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31 changes: 8 additions & 23 deletions .github/workflows/causal_lm_cpp.yml
Original file line number Diff line number Diff line change
Expand Up @@ -491,7 +491,6 @@ jobs:
python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
python -m pip install -r ./samples/requirements.txt
optimum-cli export openvino --trust-remote-code --weight-format fp16 --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 TinyLlama-1.1B-Chat-v1.0
optimum-cli export openvino --trust-remote-code --weight-format fp16 --model Qwen/Qwen-7B-Chat Qwen-7B-Chat --task text-generation-with-past
- name: run and compare
run: |
source ./ov/setupvars.sh
Expand All @@ -505,36 +504,22 @@ jobs:
./build/samples/cpp/prompt_lookup_decoding_lm/prompt_lookup_decoding_lm ./TinyLlama-1.1B-Chat-v1.0/ "$(<prompt.txt)" > predictions_prompt_lookup.txt
./build/samples/cpp/text_generation/greedy_causal_lm ./TinyLlama-1.1B-Chat-v1.0/ "$(<prompt.txt)" > predictions_greedy.txt
python ./samples/python/prompt_lookup_decoding_lm/prompt_lookup_decoding_lm.py ./TinyLlama-1.1B-Chat-v1.0/ "$(<prompt.txt)" > predictions_py.txt
python -c "
with open('predictions_greedy.txt', 'r') as f:
predicted_greedy = f.readline()
with open('predictions_prompt_lookup.txt', 'r') as f:
predicted_prompt_lookup = f.readline()
with open('predictions_py.txt', 'r') as f:
predicted_prompt_lookup_py = f.readline()
assert predicted_greedy == predicted_prompt_lookup
assert predicted_greedy == predicted_prompt_lookup_py
assert predicted_prompt_lookup == predicted_prompt_lookup_py
"
echo "Prompt lookup" passed
- name: run and compare (model with seq_length_axis = 1)
run: |
source ./ov/setupvars.sh
echo 'Code:```python
def add(a, b):
return a + b
```
Question: Can you please add 2 and 3
A:' > ./prompt.txt
./build/samples/cpp/prompt_lookup_decoding_lm/prompt_lookup_decoding_lm ./Qwen-7B-Chat/ "$(<prompt.txt)" > predictions_prompt_lookup.txt
./build/samples/cpp/text_generation/greedy_causal_lm ./Qwen-7B-Chat/ "$(<prompt.txt)" > predictions_greedy.txt
python -c "
with open('predictions_greedy.txt', 'r') as f:
predicted_greedy = f.readline()
with open('predictions_prompt_lookup.txt', 'r') as f:
predicted_prompt_lookup = f.readline()
assert predicted_greedy == predicted_prompt_lookup
"
echo "Prompt lookup" passed
env:
PYTHONPATH: "./build/:$PYTHONPATH"
LD_LIBRARY_PATH: "./build/openvino_genai/:$LD_LIBRARY_PATH"
cpp-Phi-1_5:
runs-on: ubuntu-20.04-16-cores
defaults:
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22 changes: 14 additions & 8 deletions .github/workflows/llm_bench-python.yml
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,6 @@ jobs:
SRC_DIR: ${{ github.workspace }}
LLM_BENCH_PYPATH: ${{ github.workspace }}/tools/llm_bench
WWB_PATH: ${{ github.workspace }}/tools/who_what_benchmark
OPENVINO_LOG_LEVEL: 3

steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
Expand Down Expand Up @@ -103,30 +102,34 @@ jobs:
- name: Test native pytorch model on Linux
run: |
git clone --depth 1 https://huggingface.co/katuni4ka/tiny-random-qwen
python ./tools/llm_bench/benchmark.py -m tiny-random-qwen -d cpu -n 1 -f pt
python ./tools/llm_bench/benchmark.py -m tiny-random-qwen -d cpu -n 1 -f pt -ic 20
rm -rf tiny-random-qwen
env:
GIT_LFS_SKIP_SMUDGE: 0
- name: Test tiny-random-baichuan2 on Linux Optimum Intel
run: |
optimum-cli export openvino --model katuni4ka/tiny-random-baichuan2 --trust-remote-code --weight-format fp16 ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16
python ./tools/llm_bench/benchmark.py -m ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16/ -d cpu -n 1 --optimum
python ./tools/llm_bench/benchmark.py -m ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16/ -d cpu -n 1 --optimum -ic 10
rm -rf ./ov_models/tiny-random-baichuan2
- name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov on Linux Optimum Intel
run: |
huggingface-cli download OpenVINO/LCM_Dreamshaper_v7-int8-ov --local-dir ov_models/lcm_dreamshaper_v7
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --optimum
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --optimum -ic 4
- name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov on Linux with GenAI
run: |
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 -ic 4
- name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov on Linux with GenAI and LoRA
run: |
wget -O ./ov_models/soulcard.safetensors https://civitai.com/api/download/models/72591
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --lora ./ov_models/soulcard.safetensors --lora_alphas 0.7
python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --lora ./ov_models/soulcard.safetensors --lora_alphas 0.7 -ic 4
rm -rf ./ov_models/lcm_dreamshaper_v7/
- name: Test TinyLlama-1.1B-Chat-v1.0 in Speculative Deconding mode on Linux
run: |
optimum-cli export openvino --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 --trust-remote-code --weight-format fp16 ov_models/TinyLlama-1.1B-Chat-v1.0/FP16
optimum-cli export openvino --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 --trust-remote-code --weight-format int8 ov_models/TinyLlama-1.1B-Chat-v1.0/INT8
python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --assistant_confidence_threshold 0.4
python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --num_assistant_tokens 5
python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --assistant_confidence_threshold 0.4 -ic 20
python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --num_assistant_tokens 5 -ic 20
rm -rf ov_models/TinyLlama-1.1B-Chat-v1.0
- name: Test whisper-tiny on Linux
run: |
GIT_LFS_SKIP_SMUDGE=1 git clone --depth 1 --branch main --single-branch https://huggingface.co/datasets/facebook/multilingual_librispeech
Expand All @@ -138,11 +141,14 @@ jobs:
optimum-cli export openvino --trust-remote-code --model openai/whisper-tiny ./ov_models/whisper-tiny
python ./tools/llm_bench/benchmark.py -m ./ov_models/whisper-tiny --media multilingual_librispeech/data/mls_polish/train/audio/3283_1447_000/3283_1447_000000.flac -d cpu -n 1 --optimum
python ./tools/llm_bench/benchmark.py -m ./ov_models/whisper-tiny --media multilingual_librispeech/data/mls_polish/train/audio/3283_1447_000/3283_1447_000000.flac -d cpu -n 1
rm -rf ./ov_models/whisper-tiny
rm -rf multilingual_librispeech
- name: Text InternVL2-1B on Linux
run: |
optimum-cli export openvino --model OpenGVLab/InternVL2-1B ./ov_models/internvl2-1B --task image-text-to-text --trust-remote-code
python ./tools/llm_bench/benchmark.py -m ./ov_models/internvl2-1B --media https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/d5fbbd1a-d484-415c-88cb-9986625b7b11 --prompt "What is unusual on this image?" -ic 20
python ./tools/llm_bench/benchmark.py -m ./ov_models/internvl2-1B --media https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/d5fbbd1a-d484-415c-88cb-9986625b7b11 --prompt "What is unusual on this image?" -ic 20 --optimum
rm -rf ./ov_models/internvl2-1B
- name: WWB Tests
run: |
pip install git+https://github.com/huggingface/optimum-intel.git
Expand Down
21 changes: 7 additions & 14 deletions samples/cpp/prompt_lookup_decoding_lm/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -1,30 +1,23 @@
# Copyright (C) 2023-2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

find_package(OpenVINO REQUIRED COMPONENTS Runtime Threading)

find_package(OpenVINOGenAI REQUIRED
PATHS
"${CMAKE_BINARY_DIR}" # Reuse the package from the build.
${OpenVINO_DIR} # GenAI may be installed alogside OpenVINO.
NO_CMAKE_FIND_ROOT_PATH
)

add_executable(prompt_lookup_decoding_lm prompt_lookup_decoding_lm.cpp)
target_link_libraries(prompt_lookup_decoding_lm PRIVATE openvino::runtime openvino::threading)
set_target_properties(prompt_lookup_decoding_lm PROPERTIES
COMPILE_PDB_NAME prompt_lookup_decoding_lm
set(TARGET_NAME prompt_lookup_decoding_lm)
add_executable(${TARGET_NAME} ${TARGET_NAME}.cpp)
target_link_libraries(${TARGET_NAME} PRIVATE openvino::genai)

set_target_properties(${TARGET_NAME} PROPERTIES
COMPILE_PDB_NAME ${TARGET_NAME}
# Ensure out of box LC_RPATH on macOS with SIP
INSTALL_RPATH_USE_LINK_PATH ON)
target_compile_features(prompt_lookup_decoding_lm PRIVATE cxx_std_17)

get_target_property(genai_imported openvino::genai IMPORTED_LOCATION)
set(OPENVINO_TOKENIZERS_PATH $<IF:$<BOOL:${genai_imported}>,${genai_imported},$<TARGET_FILE_DIR:openvino::genai>>)
set(OPENVINO_TOKENIZERS_FILENAME "${CMAKE_SHARED_LIBRARY_PREFIX}openvino_tokenizers${CMAKE_SHARED_LIBRARY_SUFFIX}")
target_compile_definitions(prompt_lookup_decoding_lm PRIVATE
OPENVINO_TOKENIZERS_PATH="${OPENVINO_TOKENIZERS_PATH}/${OPENVINO_TOKENIZERS_FILENAME}")

install(TARGETS prompt_lookup_decoding_lm
install(TARGETS ${TARGET_NAME}
RUNTIME DESTINATION samples_bin/
COMPONENT samples_bin
EXCLUDE_FROM_ALL)
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