在上述代码中,编码结果text_features是一个PyTorch张量,它包含了文本“sdxl 'g'”在CLIP模型中的嵌入表示。 你可以直接打印这个张量来查看编码结果,或者将其保存到文件中以便后续使用。 希望这些回答能帮助你理解“clip文本编码sdxl 'g'”的含义,并知道如何使用CLIP模型对文本进行编码。如果你有任何进一步的问题,请...
在https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/tree/main 页面中下载 ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors 这个模型，这个是只包含TEXT Encode的模型。将模型放在 ComfyUI/models/clip 目录下。在ComyfUI的CLIP节点中，将CLIP-L模型替换为ViT-L-14-TEXT-detail-improved-...
unimodal text decoder不参与对图像特征的cross-attention(We omit cross-attention in unimodal decoder layers to encode text-only representations,相当于把 Transformer Decoder 中的cross attention去掉,只保留 masked self-attention 和 FFNN) 这样cls token经过unimodal text decoder之后就能够得到整个句子的全局特征 ...
所有的Conditioning(条件设定)都开始于一个由 CLIP 进行嵌入编码的文本提示,这个过程使用了 Clip Text Encode 节点。这些条件可以通过本段中找到的其他节点进行进一步增强或修改。 例如,使用 Conditioning (Set Area)、Conditioning (Set Mask) 或 GLIGEN Textbox Apply 节点,可以引导过程朝着某种组合进行。 或者,通过...
Long-CLIP-SDXL Long-caption text-image retrieval Plug-and-Play text to image generation Citation If you find our work helpful for your research, please consider giving a citation: @article{zhang2024longclip, title={Long-CLIP: Unlocking the Long-Text Capability of CLIP}, author={Beichen Zhang...
68 - "ip-adapter_sd15.bin" 69 - ] 70 - }, 71 39 { 72 40 "id": 8, 73 41 "type": "CLIPTextEncode", @@ -80,7 +48,7 @@ 80 48 "1": 120 81 49 }, 82 50 "flags": {}, 83 - "order": 8, 51 + "order": 7, 84 52 "mode": 0, 85 53 "input...
img_cond_embeds = encode_image_masked(clipvision, image) img_cond_embeds = encode_image_masked(clipvision, image, batch_size=encode_batch_size) if image_composition is not None: img_comp_cond_embeds = encode_image_masked(clipvision, image_composition) img_comp_cond_embeds = encode_image_ma...
Star60 Scripts for use with LongCLIP, including fine-tuning Long-CLIP aiclipfinetunetextencodercomfyuisdxlstablediffusionxllong-cliplongclip UpdatedMar 11, 2025 Python ComfyUI implementation of Long-CLIP, including Flux node: LongCLIPTextEncodeFlux ...
ComfyUI implementation of Long-CLIP, including Flux node: LongCLIPTextEncodeFlux flux node nodes clip comfyui long-clip longclip flux1 longcliptextencodeflux Updated Oct 22, 2024 Python Improve this page Add a description, image, and links to the long-clip topic page so that developers can...
def advanced_encode(clip, text, token_normalization, weight_interpretation, w_max=1.0, clip_balance=.5, apply_to_pooled=True): tokenized = clip.tokenize(text, return_word_ids=True) if isinstance(tokenized, dict): if isinstance(clip.cond_stage_model, (SDXLClipModel, SDXLRefinerClipMod...