diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..d6ce9aa8852fee5d1afd41df1226deb25dcebc4c 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +optimizer.pt filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 7be5fc7f47d5db027d120b8024982df93db95b74..bb2a98440eb79ca622f819da285eb1b3c6117dbf 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,74 @@ ---- -license: mit ---- +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- ai-toolkit +widget: +- text: '[trigger] woman with red hair' + output: + url: samples/1726080981710__000002000_0.jpg +- text: '[trigger] a woman holding a coffee cup, in a beanie' + output: + url: samples/1726080985911__000002000_1.jpg +- text: '[trigger] a horse is a DJ at a night club' + output: + url: samples/1726080990112__000002000_2.jpg +- text: '[trigger] a man showing off his cool new t shirt at the beach' + output: + url: samples/1726080994314__000002000_3.jpg +- text: '[trigger] a bear building a log cabin' + output: + url: samples/1726080998517__000002000_4.jpg +- text: '[trigger] woman playing the guitar, on stage, singing a song' + output: + url: samples/1726081002722__000002000_5.jpg +- text: '[trigger] hipster man with a beard' + output: + url: samples/1726081006926__000002000_6.jpg +- text: '[trigger] a man' + output: + url: samples/1726081011130__000002000_7.jpg +- text: '[trigger] a man holding a sign that says, ''this is a sign''' + output: + url: samples/1726081015337__000002000_8.jpg +- text: '[trigger] a bulldog with a shotgun, in a leather jacket with a motorcycle' + output: + url: samples/1726081019544__000002000_9.jpg +base_model: black-forest-labs/FLUX.1-schnell +instance_prompt: emojy +license: apache-2.0 + + +--- + +# flux_microsoft_emoji_lora_v1 +Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) + + +## Trigger words + +You should use `emojy` to trigger the image generation. + +## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc. + +Weights for this model are available in Safetensors format. + +[Download](/Zedge/Flux-Schnell-Emoji-Weights/tree/main) them in the Files & versions tab. + +## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers) + +```py +from diffusers import AutoPipelineForText2Image +import torch + +pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-schnell', torch_dtype=torch.bfloat16).to('cuda') +pipeline.load_lora_weights('Zedge/Flux-Schnell-Emoji-Weights', weight_name='flux_microsoft_emoji_lora_v1') +image = pipeline('[trigger] woman with red hair').images[0] +image.save("my_image.png") +``` + +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) + diff --git a/config.yaml b/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e86ec94dec8278cbc03d6c020712a541cbb96651 --- /dev/null +++ b/config.yaml @@ -0,0 +1,73 @@ +job: extension +config: + name: flux_microsoft_emoji_lora_v1 + process: + - type: sd_trainer + training_folder: output + performance_log_every: 1000 + device: cuda:0 + trigger_word: emojy + network: + type: lora + linear: 16 + linear_alpha: 16 + save: + dtype: float16 + save_every: 250 + max_step_saves_to_keep: 4 + push_to_hub: true + hf_repo_id: Zedge/Flux-Schnell-Emoji-Weights + hf_private: true + datasets: + - folder_path: ../../datasets/Microsoft-3D-Fluent + caption_ext: txt + caption_dropout_rate: 0.05 + shuffle_tokens: false + cache_latents_to_disk: true + resolution: + - 512 + - 768 + - 1024 + train: + batch_size: 1 + steps: 2000 + gradient_accumulation_steps: 1 + train_unet: true + train_text_encoder: false + gradient_checkpointing: false + noise_scheduler: flowmatch + optimizer: adamw8bit + lr: 0.0001 + ema_config: + use_ema: true + ema_decay: 0.99 + dtype: bf16 + model: + name_or_path: black-forest-labs/FLUX.1-schnell + assistant_lora_path: ostris/FLUX.1-schnell-training-adapter + is_flux: true + quantize: true + sample: + sampler: flowmatch + sample_every: 250 + width: 1024 + height: 1024 + prompts: + - '[trigger] woman with red hair' + - '[trigger] a woman holding a coffee cup, in a beanie' + - '[trigger] a horse is a DJ at a night club' + - '[trigger] a man showing off his cool new t shirt at the beach' + - '[trigger] a bear building a log cabin' + - '[trigger] woman playing the guitar, on stage, singing a song' + - '[trigger] hipster man with a beard' + - '[trigger] a man' + - '[trigger] a man holding a sign that says, ''this is a sign''' + - '[trigger] a bulldog with a shotgun, in a leather jacket with a motorcycle' + neg: '' + seed: 42 + walk_seed: true + guidance_scale: 1 + sample_steps: 4 +meta: + name: flux_microsoft_emoji_lora_v1 + version: '1.0' diff --git a/flux_microsoft_emoji_lora_v1.safetensors b/flux_microsoft_emoji_lora_v1.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..52158137072cfd2ff4af7b62523b8d65f16b5acd --- /dev/null +++ b/flux_microsoft_emoji_lora_v1.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9acbc3b5b4be5af92af84bd5185f55bf9b2e15f3c7b5f37128adcc9e3bb9403b +size 171969432 diff --git a/optimizer.pt b/optimizer.pt new file mode 100644 index 0000000000000000000000000000000000000000..6342f740269c2b5b000efe8b478dbcd605f8f891 --- /dev/null +++ b/optimizer.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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