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jpezzulli / sglang-rtxpro6000

Optimized SGLang runtime for Qwen3.8-27B FP8 with DFlash2 and Qwen3.8 Flash-Next NVFP4 with FR-Spec on one NVIDIA RTX PRO 6000 Blackwell 96 GB GPU (SM120): 524K context, HiCache and NIXL.

Why this job: topics: local-llm, llm-inference

What it does

Every tool call adds another turn. A coding session can build up hundreds of thousands of tokens of history, and processing that history again costs time.

Get started

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

Maintenance
Active
Last commit 3 days ago
Stars
195
+8 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest tag
pennyroyal-v3.1.6
Released 3 days ago
Built with
Python
85% of the code

Is it looked after?

Contributors
5
Last 90 days
Issues
93% closed
4 still open
Pull requests
92 merged
2 waiting
Releases
22
22 in the last year

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More: languages, topics and project record

Languages

  • Python 85%
  • Rust 6%
  • Cuda 5%
  • C++ 2%

Topics

  • blackwell
  • dflash2
  • fp8
  • hicache
  • llm-inference
  • local-llm
  • long-context
  • nixl
  • nvfp4
  • qwen
  • qwen3
  • qwen3-8

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits17,864
  • Forks27
  • Watching6
  • Stars in 28 days+43
  • CreatedAug 25, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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