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patchy631 / time-to-first-token

A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization. vLLM, SGLang, quantization, speculative decoding, benchmarking.

Why this job: says: roadmap; topics: roadmap

What it does

A 10-week, 30-minutes-a-day roadmap for engineers who want to actually run LLM inference in production, not just read about it.

Get started

pip install vllm
pip install guidellm
pip install sglang
Maintenance
Active
Last commit 2 months ago
Stars
1,137
+126 this week
Licence
Apache-2.0
Allows business use
Downloads for
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No release files
Latest version
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Built with
HTML
100% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
None
No issues filed
Pull requests
0 merged
2 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • HTML 100%

Topics

  • learning-resources
  • llm
  • llm-inference
  • mlops
  • roadmap
  • sglang
  • vllm

Project record

  • JobLists and guides
  • StatusListed
  • Commits3
  • Forks135
  • Watching6
  • Stars in 28 days+167
  • CreatedAug 2, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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