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amitshekhariitbhu / llm-inference-engineering

Learn LLM Inference Engineering step by step - from KV cache, PagedAttention, and continuous batching to vLLM, SGLang, and GPUs.

Why this job: says: llm inference; topics: llm-inference

LLM Inference Engineering

What it does

Everything in inference optimization builds on one fact: an LLM generates text one token at a time. Let's understand that generation loop and the two phases behind it first.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 8 days ago
Stars
405
+10 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Markdown
100% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
None
No issues filed
Pull requests
0 merged
0 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

  • Markdown 100%

Topics

  • inference-engineering
  • inference-optimization
  • large-language-models
  • llm
  • llm-engineering
  • llm-inference
  • llms

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits20
  • Forks50
  • Watching0
  • Stars in 28 days+90
  • CreatedAug 18, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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