ipex-llm/python/llm/test/benchmark/arc-perf-transformers-437-batch4.yaml
Wenjing Margaret Mao b2f62a8561
Add batch 4 perf test (#11355)
* copy files to this branch

* add tasks

* comment one model

* change the model to test the 4.36

* only test batch-4

* typo

* typo

* typo

* typo

* typo

* typo

* add 4.37-batch4

* change the file name

* revet yaml file

* no print

* add batch4 task

* revert

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Co-authored-by: Yishuo Wang <yishuo.wang@intel.com>
2024-06-20 09:48:52 +08:00

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YAML

# For the models that require transformers 4.37.0
repo_id:
- 'Qwen/Qwen1.5-7B-Chat'
- 'microsoft/phi-2'
- 'microsoft/Phi-3-mini-4k-instruct'
- 'meta-llama/Meta-Llama-3-8B-Instruct' # mwj: need to test
local_model_hub: '/mnt/disk1/models'
warm_up: 1
num_trials: 3
num_beams: 1 # default to greedy search
low_bit: 'sym_int4' # default to use 'sym_int4' (i.e. symmetric int4)
batch_size: 4 # default to 1
in_out_pairs:
- '32-32'
- '1024-128'
- '2048-256'
test_api:
- "transformer_int4_fp16_gpu" # on Intel GPU
cpu_embedding: False # whether put embedding to CPU (only avaiable now for gpu win related test_api)
exclude:
- 'Qwen/Qwen1.5-7B-Chat:2048'
- 'meta-llama/Meta-Llama-3-8B-Instruct:2048'
task: 'continuation' # task can be 'continuation', 'QA' and 'summarize'