* Docs kr update 3 controlnet, reproducibility ์ ๋ก๋ generator ๊ทธ๋๋ก ์ฌ์ฉ seamless multi-GPU ๊ทธ๋๋ก ์ฌ์ฉ create_dataset ๋ฒ์ญ 1์ฐจ stable_diffusion_jax new translation Add coreml, tome kr docs minor fix translate training/instructpix2pix fix training/instructpix2pix.mdx using-diffusers/weighting_prompts ๋ฒ์ญ 1์ฐจ add SDXL docs Translate using-diffuers/loading_overview.md translate using-diffusers/textual_inversion_inference.md Conditional image generation (#37) * stable_diffusion_jax * index_update * index_update * condition_image_generation --------- Co-authored-by: Seongsu Park <tjdtnsu@gmail.com> jihwan/stable_diffusion.mdx custom_diffusion ์์ ์๋ฃ quicktour ์์ ์๋ฃ distributed inference & control brightness (#40) * distributed_inference.mdx * control_brightness --------- Co-authored-by: idra79haza <idra79haza@github.com> Co-authored-by: Seongsu Park <tjdtnsu@gmail.com> using_safetensors (#41) * distributed_inference.mdx * control_brightness * using_safetensors.mdx --------- Co-authored-by: idra79haza <idra79haza@github.com> Co-authored-by: Seongsu Park <tjdtnsu@gmail.com> delete safetensor short * Repace mdx to md * toctree update * Add controlling_generation * toctree fix * colab link, minor fix * docs name typo fix * frontmatter fix * translation fix
1.8 KiB
Overview
๐งจ Diffusers๋ ์์ฑ ์์
์ ์ํ ๋ค์ํ ํ์ดํ๋ผ์ธ, ๋ชจ๋ธ, ์ค์ผ์ค๋ฌ๋ฅผ ์ ๊ณตํฉ๋๋ค. ์ด๋ฌํ ์ปดํฌ๋ํธ๋ฅผ ์ต๋ํ ๊ฐ๋จํ๊ฒ ๋ก๋ํ ์ ์๋๋ก ๋จ์ผ ํตํฉ ๋ฉ์๋์ธ from_pretrained()๋ฅผ ์ ๊ณตํ์ฌ Hugging Face Hub ๋๋ ๋ก์ปฌ ๋จธ์ ์์ ์ด๋ฌํ ์ปดํฌ๋ํธ๋ฅผ ๋ถ๋ฌ์ฌ ์ ์์ต๋๋ค. ํ์ดํ๋ผ์ธ์ด๋ ๋ชจ๋ธ์ ๋ก๋ํ ๋๋ง๋ค, ์ต์ ํ์ผ์ด ์๋์ผ๋ก ๋ค์ด๋ก๋๋๊ณ ์บ์๋๋ฏ๋ก, ๋ค์์ ํ์ผ์ ๋ค์ ๋ค์ด๋ก๋ํ์ง ์๊ณ ๋ ๋น ๋ฅด๊ฒ ์ฌ์ฌ์ฉํ ์ ์์ต๋๋ค.
์ด ์น์ ์ ํ์ดํ๋ผ์ธ ๋ก๋ฉ, ํ์ดํ๋ผ์ธ์์ ๋ค์ํ ์ปดํฌ๋ํธ๋ฅผ ๋ก๋ํ๋ ๋ฐฉ๋ฒ, ์ฒดํฌํฌ์ธํธ variants๋ฅผ ๋ถ๋ฌ์ค๋ ๋ฐฉ๋ฒ, ๊ทธ๋ฆฌ๊ณ ์ปค๋ฎค๋ํฐ ํ์ดํ๋ผ์ธ์ ๋ถ๋ฌ์ค๋ ๋ฐฉ๋ฒ์ ๋ํด ์์์ผ ํ ๋ชจ๋ ๊ฒ๋ค์ ๋ค๋ฃน๋๋ค. ๋ํ ์ค์ผ์ค๋ฌ๋ฅผ ๋ถ๋ฌ์ค๋ ๋ฐฉ๋ฒ๊ณผ ์๋ก ๋ค๋ฅธ ์ค์ผ์ค๋ฌ๋ฅผ ์ฌ์ฉํ ๋ ๋ฐ์ํ๋ ์๋์ ํ์ง๊ฐ์ ํธ๋ ์ด๋ ์คํ๋ฅผ ๋น๊ตํ๋ ๋ฐฉ๋ฒ ์ญ์ ๋ค๋ฃน๋๋ค. ๊ทธ๋ฆฌ๊ณ ๋ง์ง๋ง์ผ๋ก ๐งจ Diffusers์ ํจ๊ป ํ์ดํ ์น์์ ์ฌ์ฉํ ์ ์๋๋ก KerasCV ์ฒดํฌํฌ์ธํธ๋ฅผ ๋ณํํ๊ณ ๋ถ๋ฌ์ค๋ ๋ฐฉ๋ฒ์ ์ดํด๋ด ๋๋ค.