Back to feed
models1345d ago
Optimization story: Bloom inference
Hugging Face optimized BLOOM-176B inference to run 30% faster and cost 1.2x less on AWS. The optimization work focused on quantization, knowledge distillation, and model pruning. You can now deploy BLOOM-176B at a lower cost on cloud infrastructure.
Key takeaways
- BLOOM-176B inference is 30% faster.
- BLOOM-176B costs 1.2x less on AWS.
- Optimization techniques included quantization and model pruning.
Hugging Face optimized BLOOM-176B inference to run 30% faster and cost 1.2x less on AWS. The optimization work focused on quantization, knowledge distillation, and model pruning. You can now deploy BLOOM-176B at a lower cost on cloud infrastructure.
Key takeaways
- BLOOM-176B inference is 30% faster.
- BLOOM-176B costs 1.2x less on AWS.
- Optimization techniques included quantization and model pruning.