24GB VRAM Models That Actually Run in Ollama
A practical model shortlist for 24GB cards with realistic fit expectations.
24GB is the most useful local tier for users who want to go beyond small chat models without moving everything to cloud.
Good fit tier
- 7B/14B models in Q4/Q5
- Many 32B-class models in Q4
Edge tier
- 70B-class Q4 can load in some setups, but stability depends on context length, memory overhead, and system tuning.
What to optimize first
- Context length before model switching
- Quantization level before hardware purchase
- Thermal profile before blaming model quality
Bottom line
A 24GB card is a decision accelerator, not a magic guarantee. Treat each model as a verified run target, not a theoretical compatibility claim.