Home
Feed

Extend

Hashnode Pro
Hashnode for Agents

Resources

The foreword
Hashnode gql skill

Buildful - AI coding agent that delivers frontier-level results at a fraction of the cost Bug0 - The AI-native e2e QA regression testing Hackathons Changelog Brand @hashnode on X Hashnode on LinkedIn Support - hello+support@hashnode.com Code of Conduct Terms Privacy Sitemap

Sign in

Search Hashnode

Search posts, tags, users, and pages

Discussion

The Numbers: Benchmarking My LLM Gateway on a H100

Real H100 benchmark of a production LLM gateway vs a naive HuggingFace baseline continuous batching, streaming TTFT, graceful 429s.

Jun 21·5 min read·orhunkupeli.hashnode.devRead the article

#llm-gateway
#vllm
#nvidia-a100
#llm-benchmarking
#continuous-batching
#qwen25
#ai-infrastructure
#llmops
#time-to-first-token
#modelserving
#ai-inference-optimization
#awq-quantization

Written by

Orhun Küpeli

@orhunkupeli · Munich, Germany

Responses

Markdown supported · ⌘↵ to post

No responses yet.