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added qwen1.5-7b to model list #316

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Mar 22, 2024
Merged

added qwen1.5-7b to model list #316

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f2d0229
add qwen1.5-7b to model list
mengbingrock Mar 21, 2024
e517701
Update text_generation/causal_lm/cpp/README.md
pavel-esir Mar 22, 2024
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26 changes: 26 additions & 0 deletions .github/workflows/causal_lm_cpp.yml
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Expand Up @@ -192,6 +192,32 @@ jobs:
source ./ov/setupvars.sh
convert_tokenizer ./Qwen-7B-Chat/pytorch/dldt/FP16/ --output ./Qwen-7B-Chat/pytorch/dldt/FP16/ --with-detokenizer --trust-remote-code
timeout 50s ./build/beam_search_causal_lm ./Qwen-7B-Chat/pytorch/dldt/FP16/ 69 > ./pred.txt
cpp-beam_search_causal_lm-Qwen1_5-7B-Chat:
runs-on: ubuntu-20.04-16-cores
steps:
- uses: actions/checkout@v4
with:
submodules: recursive
- uses: actions/setup-python@v4
with:
python-version: 3.8
- name: Install OpenVINO
run: |
mkdir ./ov/
curl https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.1.0-14645-e6dc0865128/l_openvino_toolkit_ubuntu20_2024.1.0.dev20240304_x86_64.tgz | tar --directory ./ov/ --strip-components 1 -xz
sudo ./ov/install_dependencies/install_openvino_dependencies.sh
- name: Download, convert and build
run: |
source ./ov/setupvars.sh
python -m pip install --upgrade-strategy eager "optimum>=1.14" -r ./llm_bench/python/requirements.txt ./thirdparty/openvino_tokenizers/[transformers] --extra-index-url https://download.pytorch.org/whl/cpu && python ./llm_bench/python/convert.py --model_id Qwen/Qwen1.5-7B-Chat --output_dir ./Qwen1.5-7B-Chat/ --precision FP16 &
cmake -DCMAKE_BUILD_TYPE=Release -S ./text_generation/causal_lm/cpp/ -B ./build/
cmake --build ./build/ --config Release -j
wait
- name: Run
run: |
source ./ov/setupvars.sh
convert_tokenizer ./Qwen1.5-7B-Chat/pytorch/dldt/FP16/ --output ./Qwen1.5-7B-Chat/pytorch/dldt/FP16/ --with-detokenizer --trust-remote-code
timeout 50s ./build/beam_search_causal_lm ./Qwen1.5-7B-Chat/pytorch/dldt/FP16/ "你好！" > ./pred_qwen15.txt
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could you please also add comparison with Hugging Face?
Example is

openvino.genai/.github/workflows/causal_lm_cpp.yml

Lines 67 to 80 in f973f62

python -c "
import transformers
with open('pred.txt', 'r') as file:
predictions = file.read()
tokenizer = transformers.LlamaTokenizer.from_pretrained('TinyLlama/TinyLlama-1.1B-Chat-v1.0')
tokenized = tokenizer('69', return_tensors='pt')
for beam in transformers.LlamaForCausalLM.from_pretrained('TinyLlama/TinyLlama-1.1B-Chat-v1.0').generate(**tokenized, num_beam_groups=3, num_beams=15, num_return_sequences=15, diversity_penalty=1.0, max_new_tokens=20, early_stopping=False, length_penalty=1.0, no_repeat_ngram_size=9**9, do_sample=False):
ref = ': ' + tokenizer.decode(beam[tokenized['input_ids'].numel():], skip_special_tokens=True) + '\n'
idx = predictions.find(ref)
if -1 == idx:
raise RuntimeError(f'Missing "{ref=}" from predictions')
predictions = predictions[:idx] + predictions[idx + len(ref):]
"
echo 69 passed

cpp-beam_search_causal_lm-Phi-2:
runs-on: ubuntu-20.04-16-cores
steps:
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4 changes: 3 additions & 1 deletion text_generation/causal_lm/cpp/README.md
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Expand Up @@ -127,9 +127,11 @@ To enable Unicode characters for Windows cmd open `Region` settings from `Contro
4. https://huggingface.co/openlm-research/open_llama_7b
5. https://huggingface.co/openlm-research/open_llama_7b_v2
5. [TinyLlama](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
6. Qwen
6. Qwen and Qwen1.5
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1. https://huggingface.co/Qwen/Qwen-7B-Chat
2. https://huggingface.co/Qwen/Qwen-7B-Chat-Int4 - refer to
3. https://huggingface.co/Qwen/Qwen1.5-7B-Chat
4. https://huggingface.co/Qwen/Qwen1.5-7B-Chat-GPTQ-Int4
[Qwen-7B-Chat-Int4 - Torch not compiled with CUDA enabled](../../../llm_bench/python/doc/NOTES.md#qwen-7b-chat-int4---torch-not-compiled-with-cuda-enabled)
in case of `AssertionError`
7. Dolly
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