Oumi
Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM!
Oumi scores 6.8/10 (Solid) in Fine-Tuning.
Language Python License Apache-2.0 Stars 9.3k★ Type heavyweight Self-host Yes Repo oumi-ai/oumi Homepage https://oumi.ai
Quality
Solid 6.8
Adoption 49
Activity 75
Maturity 92
Community 48
Capability 50
Show the math
Overall 6.8/10
value = 6.8/10
score = value
Adoption 5.4/10
value = 49.3/100
score = 1 + 9 * value / 100
Activity 7.7/10
value = 74.9/100
score = 1 + 9 * value / 100
Maturity 9.2/10
value = 91.5/100
score = 1 + 9 * value / 100
Community 5.3/10
value = 48.2/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
9.3k★ GitHub stars
128/90d Recent commits
18 devs/90d Recent contributors
2.2y Project age
active Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
- Heavyweight
Heavyweight
Resource-heavy to run (GPU, large memory, or multi-service stack).
platform fine-tuning grpo evaluation lifecycle