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"""Module containing performance results for the Arcee-Lite model."""
results_arcee_lite = {
"name": "Arcee-Lite",
"modelType": "Qwen2 1.5B distilled from phi-3-medium 14B",
"configurations": [
{
"instanceType": "c6i.xlarge",
"quantization": "bitsandbytes-nf4",
"container": "TGI 2.2.0",
"status": "KO",
"tokensPerSecond": "-",
"notes": "OOM, might work with a prequantized model",
},
{
"instanceType": "c6i.2xlarge",
"quantization": "bitsandbytes-nf4",
"container": "TGI 2.2.0",
"status": "KO",
"tokensPerSecond": "-",
"notes": "OOM, might work with a prequantized model",
},
{
"instanceType": "c6i.4xlarge",
"configurations": [
{
"quantization": "none",
"container": "TGI 2.2.0",
"status": "OK",
"tokensPerSecond": "10.7",
},
{
"quantization": "bitsandbytes (int8)",
"container": "TGI 2.2.0",
"status": "OK",
"tokensPerSecond": "10.5",
},
{
"quantization": "bitsandbytes-nf4",
"container": "TGI 2.2.0",
"status": "OK",
"tokensPerSecond": "10.6",
},
],
},
{
"instanceType": "c7i.4xlarge",
"quantization": "none",
"container": "TGI 2.2.0",
"status": "OK",
"tokensPerSecond": "11.4",
},
{
"instanceType": "g5.xlarge",
"configurations": [
{
"quantization": "none",
"container": "TGI 2.2.0",
"status": "OK",
"tokensPerSecond": "110",
},
{
"quantization": "none",
"container": "DJL 0.28 vLLM",
"status": "OK",
"tokensPerSecond": "105",
"notes": '"OPTION_MAX_MODEL_LEN": "32768",',
},
],
},
{
"instanceType": "g6e.2xlarge",
"configurations": [
{
"container": "TGI 2.2.0",
"quantization": "none",
"status": "OK",
"tokensPerSecond": "160",
},
{
"container": "SGLang 0.2.13",
"quantization": "none",
"status": "OK",
"tokensPerSecond": "167",
},
{
"container": "vLLM 0.5.5",
"quantization": "none",
"status": "OK",
"tokensPerSecond": "150",
},
],
},
{
"instanceType": "c7g.2xlarge",
"configurations": [
{
"container": "PyTorch 2.4.1 on EC2",
"quantization": "none",
"status": "OK",
"tokensPerSecond": "16.5",
},
],
},
{
"instanceType": "c7g.8xlarge",
"configurations": [
{
"container": "PyTorch 2.4.1 on EC2",
"quantization": "none",
"status": "OK",
"tokensPerSecond": "26",
},
],
},
],
}
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