
surogate
by invergent-ai (organization)
Train and serve LLMs at extreme speed and massive throughput. (description from the project’s GitHub page)
Repository facts
- Stars
- 855
- Forks
- 11
- Open issues and pull requests
- 3
- Primary language
- C++
- License
- Apache License 2.0 (Apache-2.0)
- Owner
- invergent-ai · Organization
- Created
- Jan 2, 2026
- Last push
- Oct 18, 2026
Topics
Add this badge to your README
Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges
Markdown (for a README)
[](https://unitedstatesofamericasuperintelligence.com/github/invergent-ai--surogate/)
HTML
<a href="https://unitedstatesofamericasuperintelligence.com/github/invergent-ai--surogate/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/invergent-ai--surogate.svg" alt="Ranked #6,766 in AI on GitHub" height="20"></a>
Related projects
Projects that share this one’s GitHub topics.
Rank 882: oumi-ai/oumi
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
9,403 starsPythonApache-2.0Last push Oct 15, 2026
Rank 58: unslothai/unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
78,218 starsPythonApache-2.0Last push Oct 18, 2026
Rank 2,899: stochasticai/xTuring
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: ht…
2,674 starsPythonApache-2.0Last push Oct 18, 2026
Rank 513: modelscope/ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3…
15,871 starsPythonApache-2.0Last push Oct 18, 2026
Rank 64: hiyouga/LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
75,561 starsPythonApache-2.0Last push Oct 10, 2026
Rank 3,926: beam-cloud/beta9
Ultrafast serverless GPU inference, sandboxes, and background jobs
1,824 starsGoAGPL-3.0Last push Oct 18, 2026