Qwen-Ed-2509-Multiple-angles

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What Qwen-Ed-2509-Multiple-angles is

import os from huggingfacehub import InferenceClient client = InferenceClient( provider="wavespeed", apikey=os.environ["HFTOKEN"], ) with open("cat.png", "rb") as imagefile: inputimage = imagefile.read() output is a PIL.Image object image = client.imagetoimage( inputimage, prompt="Turn the cat into a tiger.", model="dx8152/Qwen-Edit-2509-Multiple-angles", ) This model is trained (code-free!) on ModelScope. Thanks to ModelScope team for providing the training infra: https://www.modelscope.cn/aigc/modelTraining Updated 2025/11/2: Some people mentioned that the model has an unstable consistency issue. I have re-uploaded a version with more training iterations, hoping to fix the consistency problem. Welcome everyone to use Lora of Qwen-Edit-2509, its performance is very amazing！ There are no trigger words. You can control the camera to move up, down, left, and right, as well as rotate it to the left and right. You can also look down or up. The camera can be changed to a wide-angle or close-up shot. Online running link： www.runninghub.ai/post/1985311204883243009?inviteCode=rh-v1331 This is a user guide: YouTube：https://youtu.be/UGdW8W1MqW8 Blibili：https://www.bilibili.com/video/BV1oi1gBBEZV/ “ 将镜头向前移动（Move the camera forward.） 将镜头向左移动（Move the camera left.） 将镜头向右移动（Move the camera right.） 将镜头向下移动（Move the camera down.） 将镜头向左旋转45度（Rotate the camera 45 degrees to the left.） 将镜头向右旋转45度（Rotate the camera 45 degrees to the right.） 将镜头转为俯视（Turn the camera to a top-down view.） 将镜头转为广角镜头（Turn the camera to a wide-angle lens.） 将镜头转为特写镜头（Turn the camera to a close-up.） ... There are many possibilities; you can try them yourself. ” Instructions: Download the lora file to the models/loras folder. You also need this lora and use them together: https://huggingface.co/lightx2v/Qwen-Image-Lightning/tree/main For communication/cooperation, you can join the discord group to communicate： https://discord.gg/yVAVa43mWk If these resources are helpful to you, or if you use them for business purposes, please buy me a coffee. Thank you for supporting original content! PayPal: Daniel8152 I saw some people wanted to see a comparison between LoRa and the model's inherent capabilities, so I cond

Summarised from the published model card. Read the full card on the HuggingFace links below.

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Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys qwen-ed-2509-multiple-angles for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (qwen-ed-2509-multiple-angles below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"qwen-ed-2509-multiple-angles","prompt":"a red bicycle","size":"1024x1024"}'

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