diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3a63827b3541464ac864a895adc07d3a7759a89b --- /dev/null +++ b/README.md @@ -0,0 +1,95 @@ +--- +tags: +- stable-diffusion +- stable-diffusion-diffusers +- diffusers-training +- text-to-image +- diffusers +- lora +- template:sd-lora +widget: + + - text: 'a decorative illustration of a university' + output: + url: + "image_0.png" + + - text: 'a decorative illustration of a university' + output: + url: + "image_1.png" + + - text: 'a decorative illustration of a university' + output: + url: + "image_2.png" + + - text: 'a decorative illustration of a university' + output: + url: + "image_3.png" + +base_model: runwayml/stable-diffusion-v1-5 +instance_prompt: a decorative illustration +license: openrail++ +--- + +# SD1.5 LoRA DreamBooth - rookieSJTU/zhongguoribao_model_setting14 + + + +## Model description + +### These are rookieSJTU/zhongguoribao_model_setting14 LoRA adaption weights for runwayml/stable-diffusion-v1-5. + +## Download model + +### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke + +- **LoRA**: download **[`zhongguoribao_model_setting14.safetensors` here ๐Ÿ’พ](/rookieSJTU/zhongguoribao_model_setting14/blob/main/zhongguoribao_model_setting14.safetensors)**. + - Place it on your `models/Lora` folder. + - On AUTOMATIC1111, load the LoRA by adding `` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/). +- *Embeddings*: download **[`zhongguoribao_model_setting14_emb.safetensors` here ๐Ÿ’พ](/rookieSJTU/zhongguoribao_model_setting14/blob/main/zhongguoribao_model_setting14_emb.safetensors)**. + - Place it on it on your `embeddings` folder + - Use it by adding `zhongguoribao_model_setting14_emb` to your prompt. For example, `a decorative illustration` + (you need both the LoRA and the embeddings as they were trained together for this LoRA) + + +## Use it with the [๐Ÿงจ diffusers library](https://github.com/huggingface/diffusers) + +```py +from diffusers import AutoPipelineForText2Image +import torch +from huggingface_hub import hf_hub_download +from safetensors.torch import load_file + +pipeline = AutoPipelineForText2Image.from_pretrained('runwayml/stable-diffusion-v1-5', torch_dtype=torch.float16).to('cuda') +pipeline.load_lora_weights('rookieSJTU/zhongguoribao_model_setting14', weight_name='pytorch_lora_weights.safetensors') +embedding_path = hf_hub_download(repo_id='rookieSJTU/zhongguoribao_model_setting14', filename='zhongguoribao_model_setting14_emb.safetensors', repo_type="model") +state_dict = load_file(embedding_path) +pipeline.load_textual_inversion(state_dict["clip_l"], token=[], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer) + +image = pipeline('a decorative illustration of a university').images[0] +``` + +For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters) + +## Trigger words + +To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens: + +to trigger concept `TOK` โ†’ use `` in your prompt + + + +## Details +All [Files & versions](/rookieSJTU/zhongguoribao_model_setting14/tree/main). + +The weights were trained using [๐Ÿงจ diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py). + +LoRA for the text encoder was enabled. False. + +Pivotal tuning was enabled: True. + +Special VAE used for training: None. + diff --git a/checkpoint-1000/optimizer.bin b/checkpoint-1000/optimizer.bin new file mode 100644 index 0000000000000000000000000000000000000000..7c8d6bcc8b0c637fd82a64c7835ad798687a040f --- /dev/null +++ b/checkpoint-1000/optimizer.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3b50b468e00fefe225f92d4ec77f75b59c3df212051bc5406b08fc451ef74f5 +size 3403578 diff --git a/checkpoint-1000/pytorch_lora_weights.safetensors b/checkpoint-1000/pytorch_lora_weights.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..4ea1d13355bbcafd3d05985e586d87201a203972 --- /dev/null +++ b/checkpoint-1000/pytorch_lora_weights.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:548248908fffd0d368a98ebb97ef196eaf440086847dded3282dbf738a9f841c +size 1631936 diff --git a/checkpoint-1000/random_states_0.pkl 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