diffusers/pr_13748/en/_app/immutable/nodes/35.9919f1fe.js

import{s as oe,n as se,o as re}from"../chunks/scheduler.53228c21.js";import{S as le,i as ie,e as i,s,c as u,h as de,a as d,d as a,b as r,f as K,g as c,j as D,k as Z,l as w,m as n,n as p,t as f,o as g,p as $}from"../chunks/index.100fac89.js";import{C as me}from"../chunks/CopyLLMTxtMenu.ed524afe.js";import{D as B}from"../chunks/Docstring.7606acc6.js";import{C as ue}from"../chunks/CodeBlock.0adb3827.js";import{H as ne,E as ce}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.7aa763e7.js";function pe(Y){let l,J,E,F,h,G,v,H,_,Q='The 3D variational autoencoder (VAE) model with KL loss used in <a href="https://huggingface.co/Lightricks/LTX-2" rel="nofollow">LTX-2</a> was introduced by Lightricks. This is for encoding and decoding audio latent representations.',I,b,O="The model can be loaded with the following code snippet.",P,L,R,M,V,o,T,N,k,ee="LTX2 audio VAE for encoding and decoding audio latent representations.",S,j,y,W,X,A,U,x,q,C,z;return h=new me({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),v=new ne({props:{title:"AutoencoderKLLTX2Audio",local:"autoencoderklltx2audio",headingTag:"h1"}}),L=new ue({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMEF1dG9lbmNvZGVyS0xMVFgyQXVkaW8lMEElMEF2YWUlMjAlM0QlMjBBdXRvZW5jb2RlcktMTFRYMkF1ZGlvLmZyb21fcHJldHJhaW5lZCglMjJMaWdodHJpY2tzJTJGTFRYLTIlMjIlMkMlMjBzdWJmb2xkZXIlM0QlMjJ2YWUlMjIlMkMlMjB0b3JjaF9kdHlwZSUzRHRvcmNoLmZsb2F0MzIpLnRvKCUyMmN1ZGElMjIp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> AutoencoderKLLTX2Audio

vae = AutoencoderKLLTX2Audio.from_pretrained(<span class="hljs-string">&quot;Lightricks/LTX-2&quot;</span>, subfolder=<span class="hljs-string">&quot;vae&quot;</span>, torch_dtype=torch.float32).to(<span class="hljs-string">&quot;cuda&quot;</span>)`,lang:"python",wrap:!1}}),M=new ne({props:{title:"AutoencoderKLLTX2Audio",local:"diffusers.AutoencoderKLLTX2Audio",headingTag:"h2"}}),T=new B({props:{name:"class diffusers.AutoencoderKLLTX2Audio",anchor:"diffusers.AutoencoderKLLTX2Audio",parameters:[{name:"base_channels",val:": int = 128"},{name:"output_channels",val:": int = 2"},{name:"ch_mult",val:": tuple = (1, 2, 4)"},{name:"num_res_blocks",val:": int = 2"},{name:"attn_resolutions",val:": tuple[int, ...] | None = None"},{name:"in_channels",val:": int = 2"},{name:"resolution",val:": int = 256"},{name:"latent_channels",val:": int = 8"},{name:"norm_type",val:": str = 'pixel'"},{name:"causality_axis",val:": str | None = 'height'"},{name:"dropout",val:": float = 0.0"},{name:"mid_block_add_attention",val:": bool = False"},{name:"sample_rate",val:": int = 16000"},{name:"mel_hop_length",val:": int = 160"},{name:"is_causal",val:": bool = True"},{name:"mel_bins",val:": int | None = 64"},{name:"double_z",val:": bool = True"}],source:"https://github.com/huggingface/diffusers/blob/vr_13748/src/diffusers/models/autoencoders/autoencoder_kl_ltx2_audio.py#L668"}}),y=new B({props:{name:"wrapper",anchor:"diffusers.AutoencoderKLLTX2Audio.encode",parameters:[{name:"*args",val:""},{name:"**kwargs",val:""}],source:"https://github.com/huggingface/diffusers/blob/vr_13748/src/diffusers/utils/accelerate_utils.py#L43"}}),A=new B({props:{name:"wrapper",anchor:"diffusers.AutoencoderKLLTX2Audio.decode",parameters:[{name:"*args",val:""},{name:"**kwargs",val:""}],source:"https://github.com/huggingface/diffusers/blob/vr_13748/src/diffusers/utils/accelerate_utils.py#L43"}}),x=new ce({props:{source:"https://github.com/huggingface/diffusers/blob/main/docs/source/en/api/models/autoencoderkl_audio_ltx_2.md"}}),{c(){l=i("meta"),J=s(),E=i("p"),F=s(),u(h.$$.fragment),G=s(),u(v.$$.fragment),H=s(),_=i("p"),_.innerHTML=Q,I=s(),b=i("p"),b.textContent=O,P=s(),u(L.$$.fragment),R=s(),u(M.$$.fragment),V=s(),o=i("div"),u(T.$$.fragment),N=s(),k=i("p"),k.textContent=ee,S=s(),j=i("div"),u(y.$$.fragment),W=s(),X=i("div"),u(A.$$.fragment),U=s(),u(x.$$.fragment),q=s(),C=i("p"),this.h()},l(e){const t=de("svelte-u9bgzb",document.head);l=d(t,"META",{name:!0,content:!0}),t.forEach(a),J=r(e),E=d(e,"P",{}),K(E).forEach(a),F=r(e),c(h.$$.fragment,e),G=r(e),c(v.$$.fragment,e),H=r(e),_=d(e,"P",{"data-svelte-h":!0}),D(_)!=="svelte-18cc776"&&(_.innerHTML=Q),I=r(e),b=d(e,"P",{"data-svelte-h":!0}),D(b)!=="svelte-1vuni30"&&(b.textContent=O),P=r(e),c(L.$$.fragment,e),R=r(e),c(M.$$.fragment,e),V=r(e),o=d(e,"DIV",{class:!0});var m=K(o);c(T.$$.fragment,m),N=r(m),k=d(m,"P",{"data-svelte-h":!0}),D(k)!=="svelte-1jflaji"&&(k.textContent=ee),S=r(m),j=d(m,"DIV",{class:!0});var te=K(j);c(y.$$.fragment,te),te.forEach(a),W=r(m),X=d(m,"DIV",{class:!0});var ae=K(X);c(A.$$.fragment,ae),ae.forEach(a),m.forEach(a),U=r(e),c(x.$$.fragment,e),q=r(e),C=d(e,"P",{}),K(C).forEach(a),this.h()},h(){Z(l,"name","hf:doc:metadata"),Z(l,"content",fe),Z(j,"class","docstring border-l-2 border-t-2 pl-4 pt-3.5 border-gray-100 rounded-tl-xl mb-6 mt-8"),Z(X,"class","docstring border-l-2 border-t-2 pl-4 pt-3.5 border-gray-100 rounded-tl-xl mb-6 mt-8"),Z(o,"class","docstring border-l-2 border-t-2 pl-4 pt-3.5 border-gray-100 rounded-tl-xl mb-6 mt-8")},m(e,t){w(document.head,l),n(e,J,t),n(e,E,t),n(e,F,t),p(h,e,t),n(e,G,t),p(v,e,t),n(e,H,t),n(e,_,t),n(e,I,t),n(e,b,t),n(e,P,t),p(L,e,t),n(e,R,t),p(M,e,t),n(e,V,t),n(e,o,t),p(T,o,null),w(o,N),w(o,k),w(o,S),w(o,j),p(y,j,null),w(o,W),w(o,X),p(A,X,null),n(e,U,t),p(x,e,t),n(e,q,t),n(e,C,t),z=!0},p:se,i(e){z||(f(h.$$.fragment,e),f(v.$$.fragment,e),f(L.$$.fragment,e),f(M.$$.fragment,e),f(T.$$.fragment,e),f(y.$$.fragment,e),f(A.$$.fragment,e),f(x.$$.fragment,e),z=!0)},o(e){g(h.$$.fragment,e),g(v.$$.fragment,e),g(L.$$.fragment,e),g(M.$$.fragment,e),g(T.$$.fragment,e),g(y.$$.fragment,e),g(A.$$.fragment,e),g(x.$$.fragment,e),z=!1},d(e){e&&(a(J),a(E),a(F),a(G),a(H),a(_),a(I),a(b),a(P),a(R),a(V),a(o),a(U),a(q),a(C)),a(l),$(h,e),$(v,e),$(L,e),$(M,e),$(T),$(y),$(A),$(x,e)}}}const fe='{"title":"AutoencoderKLLTX2Audio","local":"autoencoderklltx2audio","sections":[{"title":"AutoencoderKLLTX2Audio","local":"diffusers.AutoencoderKLLTX2Audio","sections":[],"depth":2}],"depth":1}';function ge(Y){return re(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class Me extends le{constructor(l){super(),ie(this,l,ge,pe,oe,{})}}export{Me as component};