Ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
Ludwig scores 6.7/10 (Solid) in Fine-Tuning.
Language Python License Apache-2.0 Stars 11.7k★ Type heavyweight Self-host Yes Repo ludwig-ai/ludwig Homepage https://ludwig.ai
Quality
Solid 6.7
Adoption 52
Activity 65
Maturity 100
Community 54
Capability 50
Show the math
Overall 6.7/10
value = 6.7/10
score = value
Adoption 5.7/10
value = 51.7/100
score = 1 + 9 * value / 100
Activity 6.8/10
value = 64.9/100
score = 1 + 9 * value / 100
Maturity 10/10
value = 100/100
score = 1 + 9 * value / 100
Community 5.8/10
value = 53.7/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
11.7k★ GitHub stars
206/90d Recent commits
2 devs/90d Recent contributors
7.5y 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).
low-code declarative fine-tuning yaml automl