ipex-llm/python/llm/test/benchmark/arc-perf-transformers-437.yaml
2024-11-06 16:32:28 +08:00

37 lines
1.3 KiB
YAML

# For the models that require transformers 4.37.0
repo_id:
- 'Qwen/Qwen1.5-7B-Chat'
- 'microsoft/Phi-3-mini-4k-instruct'
- 'meta-llama/Meta-Llama-3-8B-Instruct'
- 'microsoft/phi-3-vision-128k-instruct'
- 'Qwen/Qwen2-7B-Instruct'
- 'microsoft/Phi-3-mini-128k-instruct'
- 'meta-llama/Llama-2-7b-chat-hf'
- 'meta-llama/Llama-2-13b-chat-hf'
- 'THUDM/chatglm3-6b-4bit'
- 'baichuan-inc/Baichuan2-7B-Chat'
- 'baichuan-inc/Baichuan2-13B-Chat-4bit'
- 'THUDM/glm-4-9b-chat'
- 'openbmb/MiniCPM-2B-sft-bf16'
#- 'SmerkyG/rwkv-5-world-7b' #this model only fp32 is supported for now, fp16 and bf16 are not supported
- '01-ai/Yi-6B-Chat'
- 'mistralai/Mistral-7B-Instruct-v0.2'
- 'deepseek-ai/deepseek-coder-7b-instruct-v1.5'
- '01-ai/Yi-1.5-6B-Chat'
- 'openbmb/MiniCPM-V-2_6'
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_fp16_gpu" # on Intel GPU
cpu_embedding: False # whether put embedding to CPU (only avaiable now for gpu win related test_api)
exclude:
- 'baichuan-inc/Baichuan2-13B-Chat-4bit:2048'
task: 'continuation' # task can be 'continuation', 'QA' and 'summarize'