IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

FLUX.2 [klein] 9B KV is a variant of the klein 9B model optimized for fast image editing. It uses KV caching to avoid redundantly recomputing attention over reference image tokens at every denoising step, providing significant speedups when working with reference images.

Please note that this model is the property of Black Forests. It is mainly included to demonstrate the advantages of using KV cache, which speeds up image generation, as described in the paper:

https://github.com/black-forest-labs/flux2/blob/main/docs/flux2_klein_kv_cache.md