Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
LLM Inference Efficiency on Instruction-in-Wild self-instructed prompts 36
Loading...
2.52
Throughput (samples/s)
Ground Truth Preditor
1.168
1.519
1.87
2.221
May 22, 2023
Throughput (samples/s)
Relative Improvement
Avg Output Length
Updated 3mo ago
Evaluation Results
Method
Method
Links
Throughput (samples/s)
Relative Improvement
Avg Output Length
Ground Truth Preditor
Response length percep...
2023.05
2.52
107
201
Instruction Tunning (max)
Response length percep...
2023.05
2.27
86
208
[LEN]-token Fine-tune
Response length percep...
2023.05
2.1
72
210
Pooling + MLP
Response length percep...
2023.05
1.96
61
216
Instruction Tunning (mean)
Response length percep...
2023.05
1.77
45
211
Perception Only*
Response length percep...
2023.05
1.4
15
328
Vanilla
Response length percep...
2023.05
1.22
-
377
Feedback
Search any
task
Search any
task