HomeCan I run it?Llama 3.2 3BLlama 3.2 3B on an RTX 3060 12GB
Yes. Llama 3.2 3B at FP16 needs about 8.4 GB, and the GeForce RTX 3060 12GB has 12.0 GB usable at a ~4k context.
Can I run Llama 3.2 3B on an RTX 3060 12GB?
Llama 3.2 3B at FP16 needs about 8.4 GB, and the GeForce RTX 3060 12GB has 12.0 GB usable. That figure is 12 GB of VRAM on the spec sheet, of which 12.0 GB is usable for weights and cache, at 360 GB/s memory bandwidth. A tiny Meta Llama, aimed at phones and low-VRAM cards. Quality is limited; it is the model you pick when memory is tight. These are estimates from our formula, not measured benchmarks.
- Quant that fits
- FP16 Fits with headroom
- Memory needed
- 8.4 GB at FP16, ~4k context
- Usable VRAM
- 12.0 GB of 12 GB VRAM
- Est. tokens/sec
- 34–48 estimate
Memory at each quant
| Quant | Need vs 12.0 GB | Verdict |
|---|---|---|
| Q4_K_M | 3.2 GB | Q4Fits |
| Q8_0 | 4.9 GB | Q8Fits |
| FP16 | 8.4 GB | FP16Fits |
Estimated tokens per second
Estimate: 34–48 tokens/sec at FP16. This is a bandwidth-derived range, not a bench. Efficiency is a 60–85% GPU band from How we calculate.
Context headroom
At FP16, this machine has headroom out to about 32k tokens under our KV estimate. Longer chats need more memory for the cache. Figures assume an FP16 KV cache.
| Context | KV cache (FP16) | Total at FP16 | Verdict |
|---|---|---|---|
| 4k | 0.5 GB | 8.4 GB | Fits |
| 8k | 0.9 GB | 8.9 GB | Fits |
| 16k | 1.9 GB | 9.8 GB | Fits |
| 32k | 3.8 GB | 11.7 GB | Tight |
| 64k | 7.5 GB | 15.4 GB | Won’t fit |
| 128k | 15.0 GB | 23.0 GB | Won’t fit |
What to do instead
- See the best GPU for this model family and the Llama-3.2-3B-Instruct model page.
Other hardware for Llama 3.2 3B
- Llama 3.2 3B on an RTX 3070 TiFits
- Llama 3.2 3B on an RTX 4060 Ti 16GBFits
- Llama 3.2 3B on an RTX 4090Fits
- Llama 3.2 3B on an Arc B580Fits
- Llama 3.2 3B on a Mac mini 16GBFits
Other models on an RTX 3060 12GB
- Qwen3-32B on an RTX 3060 12GBWon’t fit
- Qwen3-30B-A3B on an RTX 3060 12GBWon’t fit
- Qwen3.8-27B on an RTX 3060 12GBWon’t fit
- Gemma 3 27B on an RTX 3060 12GBWon’t fit
- Gemma 4 31B on an RTX 3060 12GBWon’t fit
- gpt-oss-20b on an RTX 3060 12GBWon’t fit
Quick answers
- Can I run Llama 3.2 3B on an RTX 3060 12GB?
- Yes. Llama 3.2 3B at FP16 needs about 8.4 GB, and the GeForce RTX 3060 12GB has 12.0 GB usable.
- How much VRAM does Llama 3.2 3B need?
- About 3.2 GB at Q4_K_M, 4.9 GB at Q8_0 and 8.4 GB at FP16, estimated for a ~4k context.
- How fast is Llama 3.2 3B on an RTX 3060 12GB?
- Our estimate is 34–48 tokens per second at FP16. It is not a measured benchmark.
- What context length can I use?
- At FP16, our KV estimate supports up to about 32k tokens before the cache pushes the total over usable memory.