Update README.md

README.md

@@ -6,9 +6,47 @@ language:
 - en
 tags:
 - flux
+- diffusers
+- lora
+- replicate
 base_model: "black-forest-labs/FLUX.1-dev"
 pipeline_tag: text-to-image
+# widget:
+#   - text: >-
+#       prompt
+#     output:
+#       url: https://...
+instance_prompt: "2004"
 ---
 
+# Flux 2004
+
+<Gallery />
+
+Run on Replicate:
+
+https://replicate.com/fofr/flux-2004
+
 Trained on Replicate using:
+
 https://replicate.com/ostris/flux-dev-lora-trainer/train
+
+
+## Trigger words
+
+You should use `2004` to trigger the image generation.
+
+
+## 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-dev', torch_dtype=torch.float16).to('cuda')
+pipeline.load_lora_weights('fofr/flux-2004', weight_name='lora.safetensors')
+image = pipeline('your prompt').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)
+