// FLUX · Image generation
FLUX.2-klein-9B: VRAM & local deployment
9.08B parameters. About 6.6 GB at 4-bit and 20.5 GB at BF16.
released 2026-01-14licence: Non-commercialmemory figures are estimates
01Specs
| Publisher | Black Forest Labs · black-forest-labs |
|---|---|
| Family / series | FLUX · FLUX.2-klein |
| Type | Image generation (image-to-image) |
| Parameters | 9.08B Source: counted from official safetensors weights |
| Released weights | BF16 · 18.2 GBdownload |
| Licence | flux-non-commercial-license · Non-commercialResearch / non-commercial licence: commercial use is not allowed without a separate agreement. |
| Released | 2026-01-14 (Hugging Face repo created) |
| Access | Gated: accept the licence on Hugging Face before downloading. |
02How much VRAM it needs (estimate)
Image models: memory depends on resolution, batch and which text encoders are kept on the GPU; Diffusers / ComfyUI can offload parts to CPU. The weight size below is the main transformer only.
| Precision | Weights | Weights + overhead | Smallest GPU | Mac |
|---|---|---|---|---|
| BF16 / FP16 (original) | 18.2 GB | 20.5 GB | RTX 4090 24GB | Mac 36GB |
| FP8 / INT8 / Q8_0 | 9.7 GB | 11.1 GB | 16GB GPU | Mac 24GB |
| 4-bit (Q4_K_M / AWQ / GPTQ-Int4) | 5.5 GB | 6.6 GB | 8GB GPU | Mac 16GB |
Bits per weight: BF16 16, FP8 8.5, 4-bit 4.85. “Fits” = total ≤ 90% of memory; Mac GPU can use ~2/3 of unified memory (≤36GB) or ~3/4 (larger). For MoE, all experts must be in memory, so size by total parameters. Method →
03How to run it
Only runtimes the publisher or the runtime’s official library names for this model.
- Diffusers — mentioned in the official model card
- ComfyUI — mentioned in the official model card
04Official repositories & quantised builds
6 official repo(s) from black-forest-labs.
- FLUX.2-klein-9B main
- FLUX.2-klein-base-9B Base
- FLUX.2-klein-9b-fp8 FP8
- FLUX.2-klein-base-9b-fp8 Base/FP8
- FLUX.2-klein-9b-nvfp4 NVFP4
- FLUX.2-klein-base-9b-nvfp4 Base/NVFP4
05Other FLUX models
All 14 →| Model | Params | 4-bit total | Released |
|---|---|---|---|
| FLUX.2-klein-4B · same series | 3.88B | 3.1 GB | 2026-01-14 |
| flux-3-image-klein-pup | 9.41B | 6.8 GB | 2026-10-14 |
| flux-3-image-klein | 5.55B | 4.2 GB | 2026-10-13 |
| FLUX.2-klein-9b-kv | 9.08B | 6.6 GB | 2026-03-09 |
| FLUX.2-dev | 32.2B | 22.0 GB | 2025-11-22 |
| FLUX.1-Krea-dev | 11.9B | 8.4 GB | 2025-07-07 |
| FLUX.1-Kontext-dev | 11.9B | 8.4 GB | 2025-05-28 |
| FLUX.1-Canny-dev | 11.9B | 8.4 GB | 2024-11-20 |
| FLUX.1-Depth-dev | 11.9B | 8.4 GB | 2024-11-20 |
06Sources
Data checked 2026-02-24. Parameters, context and licence are copied from the official repository; memory figures are our estimates.