ipex-llm/python/llm/test/benchmark/arc-perf-test.yaml
WeiguangHan fd81d66047 LLM: Compress some models to save space (#10315)
* LLM: compress some models to save space

* add deleted comments
2024-03-04 17:53:03 +08:00

38 lines
1.2 KiB
YAML

repo_id:
- 'meta-llama/Llama-2-7b-chat-hf'
- 'meta-llama/Llama-2-13b-chat-hf'
- 'THUDM/chatglm2-6b'
- 'THUDM/chatglm3-6b-4bit'
- 'tiiuae/falcon-7b-instruct-with-patch'
- 'mosaicml/mpt-7b-chat'
- 'redpajama/gptneox-7b-redpajama-bf16'
- 'bigcode/starcoder-15.5b-4bit'
- 'databricks/dolly-v1-6b'
- 'databricks/dolly-v2-7b'
- 'databricks/dolly-v2-12b'
- 'internlm/internlm-chat-7b-8k'
- 'Qwen/Qwen-7B-Chat'
- 'BAAI/AquilaChat-7B'
- 'baichuan-inc/Baichuan2-7B-Chat'
- 'baichuan-inc/Baichuan2-13B-Chat-4bit'
- 'bigscience/bloomz-7b1'
- 'fnlp/moss-moon-003-sft-4bit'
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: 1 # default to 1
in_out_pairs:
- '32-32'
- '1024-128'
- '2048-256'
test_api:
- "transformer_int4_gpu" # on Intel GPU
cpu_embedding: False # whether put embedding to CPU (only avaiable now for gpu win related test_api)
exclude:
- 'fnlp/moss-moon-003-sft-4bit:1024'
- 'fnlp/moss-moon-003-sft-4bit:2048'
- 'baichuan-inc/Baichuan2-13B-Chat-4bit:1024'
- 'baichuan-inc/Baichuan2-13B-Chat-4bit:2048'
- 'bigscience/bloomz-7b1:2048'