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invergent-ai / surogate

Train and serve LLMs at extreme speed and massive throughput.

Why this job: matched by what the repo talks about: llm, throughput, spe, train

What it does

From your first fine-tune to hundreds of concurrent requests.

Get started

curl -LsSf https://github.com/invergent-ai/surogate/releases/latest/download/install.sh | bash
source .venv/bin/activate
Maintenance
Active
Last commit 7 days ago
Stars
887
+3 this week
Licence
Apache-2.0
Allows business use
Downloads for
Linux
From the latest release
Latest version
v1.5.15
Released 7 days ago
Built with
C++
56% of the code

Is it looked after?

Contributors
3
Last 90 days
Issues
98% closed
2 still open
Pull requests
210 merged
2 waiting
Releases
73
30+ in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: download files, languages, topics and project record

Download files, v1.5.15

  • Linux2 files, 13 downloads

All files on GitHub (opens in new tab)

Languages

  • C++ 56%
  • Python 23%
  • Cuda 19%
  • TypeScript 1%

Topics

  • cuda
  • deep-learning
  • fine-tuning
  • generative-ai
  • llama
  • llm
  • llms
  • nvidia-gpu
  • qwen
  • sft

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits2,697
  • Forks15
  • Watching4
  • Stars in 28 days+32
  • CreatedJan 2, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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