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Adding GLM-Image examples

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Yahweasel
2026-01-14 11:03:05 -05:00
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README.md
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@@ -42,7 +42,15 @@ set them to `null` (`None`).
These are some example workflows, in simple and exploded forms (where by
“exploded” I mean “each step done separately”).
[GLM-Image](workflows/hf_glm_image.json) ([exploded])(workflows/hf_glm_image_exploded.json))
(Note: As of the writing of this README, requires the git version of both Diffusers and Transformers.)
![GLM-Image](workflows/hf_glm_image.webp)
![GLM-Image, exploded](workflows/hf_glm_image_exploded.webp)
[LongCat Image](workflows/hf_longcat_image.json) ([exploded](workflows/hf_longcat_image_exploded.json))
(Note: Requires [my PR](https://github.com/huggingface/diffusers/pull/12963) to
use quantization.)
![LongCat Image](workflows/hf_longcat_image.webp)
![LongCat Image, exploded](workflows/hf_longcat_image_exploded.webp)
workflows/hf_glm_image.json
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@@ -0,0 +1,260 @@
{
"id": "7a0a3329-0419-4e36-8338-9c7ad94c6845",
"revision": 0,
"last_node_id": 18,
"last_link_id": 20,
"nodes": [
{
"id": 17,
"type": "PILToImage",
"pos": [
1380,
320
],
"size": [
140,
26
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "PIL_IMAGE",
"link": 19
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
20
]
}
],
"properties": {
"Node name for S&R": "PILToImage"
},
"widgets_values": []
},
{
"id": 18,
"type": "SaveImage",
"pos": [
1530,
320
],
"size": [
270,
270
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 20
}
],
"outputs": [],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 15,
"type": "HFDLoadPipeline",
"pos": [
680,
320
],
"size": [
314.6333312988281,
198
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [
{
"name": "vae",
"shape": 7,
"type": "HFD_AUTOENCODERKL",
"link": null
},
{
"name": "text_encoder",
"shape": 7,
"type": "HFT_MODEL",
"link": null
}
],
"outputs": [
{
"name": "HFD_PIPELINE",
"type": "HFD_PIPELINE",
"links": [
18
]
},
{
"name": "HFD_AUTOENCODERKL",
"type": "HFD_AUTOENCODERKL",
"links": null
}
],
"properties": {
"Node name for S&R": "HFDLoadPipeline"
},
"widgets_values": [
"GlmImagePipeline",
"zai-org/GLM-Image",
"default",
false,
"bitsandbytes_4bit",
""
]
},
{
"id": 16,
"type": "HFDRunPipeline",
"pos": [
1010,
320
],
"size": [
357.61667251586914,
390
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [
{
"name": "pipeline",
"type": "HFD_PIPELINE",
"link": 18
},
{
"name": "image",
"shape": 7,
"type": "PIL_IMAGE",
"link": null
},
{
"name": "mask_image",
"shape": 7,
"type": "PIL_IMAGE",
"link": null
},
{
"name": "latents",
"shape": 7,
"type": "LATENT",
"link": null
},
{
"name": "prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "pooled_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "negative_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "negative_pooled_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
}
],
"outputs": [
{
"name": "PIL_IMAGE",
"type": "PIL_IMAGE",
"links": [
19
]
},
{
"name": "LATENT",
"type": "LATENT",
"links": null
}
],
"properties": {
"Node name for S&R": "HFDRunPipeline"
},
"widgets_values": [
"a photo of an astronaut riding a horse on mars",
"",
1152,
896,
1,
"fixed",
20,
"pil",
"{\"guidance_scale\": 0}"
]
}
],
"links": [
[
18,
15,
0,
16,
0,
"HFD_PIPELINE"
],
[
19,
16,
0,
17,
0,
"PIL_IMAGE"
],
[
20,
17,
0,
18,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.263157894736842,
"offset": [
-480,
-140.1875
]
},
"frontendVersion": "1.35.9",
"workflowRendererVersion": "LG",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
workflows/hf_glm_image.webp
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workflows/hf_glm_image_exploded.json
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{
"id": "7a0a3329-0419-4e36-8338-9c7ad94c6845",
"revision": 0,
"last_node_id": 22,
"last_link_id": 32,
"nodes": [
{
"id": 18,
"type": "SaveImage",
"pos": [
1530,
320
],
"size": [
270,
270
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 20
}
],
"outputs": [],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 17,
"type": "PILToImage",
"pos": [
1370,
410
],
"size": [
140,
26
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "PIL_IMAGE",
"link": 32
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
20
]
}
],
"properties": {
"Node name for S&R": "PILToImage"
},
"widgets_values": []
},
{
"id": 15,
"type": "HFDLoadPipeline",
"pos": [
680,
320
],
"size": [
314.6333312988281,
198
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "vae",
"shape": 7,
"type": "HFD_AUTOENCODERKL",
"link": 21
},
{
"name": "text_encoder",
"shape": 7,
"type": "HFT_MODEL",
"link": 22
}
],
"outputs": [
{
"name": "HFD_PIPELINE",
"type": "HFD_PIPELINE",
"links": [
18
]
},
{
"name": "HFD_AUTOENCODERKL",
"type": "HFD_AUTOENCODERKL",
"links": []
}
],
"properties": {
"Node name for S&R": "HFDLoadPipeline"
},
"widgets_values": [
"GlmImagePipeline",
"zai-org/GLM-Image",
"default",
false,
"bitsandbytes_4bit",
""
]
},
{
"id": 19,
"type": "HFDAutoencoderKL",
"pos": [
300,
320
],
"size": [
362.58331909179685,
178
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "HFD_AUTOENCODERKL",
"type": "HFD_AUTOENCODERKL",
"links": [
21
]
}
],
"properties": {
"Node name for S&R": "HFDAutoencoderKL"
},
"widgets_values": [
"AutoencoderKL",
"zai-org/GLM-Image",
"vae",
"default",
"bitsandbytes_4bit",
""
]
},
{
"id": 20,
"type": "HFTAutoModel",
"pos": [
300,
540
],
"size": [
348.5500030517578,
178
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "HFT_MODEL",
"type": "HFT_MODEL",
"links": [
22
]
}
],
"properties": {
"Node name for S&R": "HFTAutoModel"
},
"widgets_values": [
"T5EncoderModel",
"zai-org/GLM-Image",
"text_encoder",
"default",
"bitsandbytes_4bit",
""
]
},
{
"id": 16,
"type": "HFDRunPipeline",
"pos": [
1010,
500
],
"size": [
357.61667251586914,
390
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "pipeline",
"type": "HFD_PIPELINE",
"link": 18
},
{
"name": "image",
"shape": 7,
"type": "PIL_IMAGE",
"link": null
},
{
"name": "mask_image",
"shape": 7,
"type": "PIL_IMAGE",
"link": null
},
{
"name": "latents",
"shape": 7,
"type": "LATENT",
"link": null
},
{
"name": "prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "pooled_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "negative_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
},
{
"name": "negative_pooled_prompt_embeds",
"shape": 7,
"type": "TENSOR",
"link": null
}
],
"outputs": [
{
"name": "PIL_IMAGE",
"type": "PIL_IMAGE",
"links": [
32
]
},
{
"name": "LATENT",
"type": "LATENT",
"links": []
}
],
"properties": {
"Node name for S&R": "HFDRunPipeline"
},
"widgets_values": [
"a photo of an astronaut riding a horse on mars",
"",
1152,
896,
1,
"fixed",
20,
"pil",
"{\"guidance_scale\": 0}"
]
}
],
"links": [
[
18,
15,
0,
16,
0,
"HFD_PIPELINE"
],
[
20,
17,
0,
18,
0,
"IMAGE"
],
[
21,
19,
0,
15,
0,
"HFD_AUTOENCODERKL"
],
[
22,
20,
0,
15,
1,
"HFT_MODEL"
],
[
32,
16,
0,
17,
0,
"PIL_IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.9473684210526314,
"offset": [
-36.66666666666663,
-110.25
]
},
"frontendVersion": "1.35.9",
"workflowRendererVersion": "LG",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
workflows/hf_glm_image_exploded.webp
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