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Add univa to models #1526

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Add univa to models #1526

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86ba583
add univa
merveenoyan Jun 12, 2025
230ef8f
add processor
merveenoyan Jun 12, 2025
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11 changes: 11 additions & 0 deletions packages/tasks/src/model-libraries-snippets.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -1408,6 +1408,17 @@ model = SwarmFormerModel.from_pretrained("${model.id}")
`,
];

export const univa = (model: ModelData): string[] => [
`from univa.models.qwen2p5vl.modeling_univa_qwen2p5vl import UnivaQwen2p5VLForConditionalGeneration
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Suggested change
`from univa.models.qwen2p5vl.modeling_univa_qwen2p5vl import UnivaQwen2p5VLForConditionalGeneration
`# Follow installation instructions at https://github.com/PKU-YuanGroup/UniWorld-V1
from univa.models.qwen2p5vl.modeling_univa_qwen2p5vl import UnivaQwen2p5VLForConditionalGeneration

model = UnivaQwen2p5VLForConditionalGeneration.from_pretrained(
"${model.id}",
torch_dtype=torch.bfloat16,
attn_implementation="flash_attention_2",
).to("cuda")
processor = AutoProcessor.from_pretrained("${model.id}")
`,
];

const mlx_unknown = (model: ModelData): string[] => [
`# Download the model from the Hub
pip install huggingface_hub[hf_xet]
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8 changes: 8 additions & 0 deletions packages/tasks/src/model-libraries.ts
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Expand Up @@ -1027,6 +1027,14 @@ export const MODEL_LIBRARIES_UI_ELEMENTS = {
countDownloads: `path_extension:"pt"`,
snippets: snippets.ultralytics,
},
"univa": {
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Suggested change
"univa": {
univa: {

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as mentioned by @Vaibhavs10 let's get the model listed under https://huggingface.co/models?other=uniworld (or https://huggingface.co/models?other=univa) before shipping this PR

prettyLabel: "univa",
repoName: "univa",
Comment on lines +1030 to +1032
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Suggested change
"univa": {
prettyLabel: "univa",
repoName: "univa",
"uniworld": {
prettyLabel: "UniWorld",
repoName: "UniWorld",

Shouldn't the library be named UniWorld instead to follow the repo naming convention? I feel it would be more natural that way

repoUrl: "https://github.com/PKU-YuanGroup/UniWorld-V1",
snippets: snippets.univa,
filter: true,
countDownloads: `path_extension:"safetensors"`,
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Looks like the repo already have a config.json file so would be good to keep the counting on that file (if loaded at each .from_pretrained). This is the default rule if we don't set one.

Problem with counting path_extension:"safetensors" is that it's non-canonical + will count 17 downloads each time a user downloads the repo (given the 17 shards). (taken from files section)

},
"uni-3dar": {
prettyLabel: "Uni-3DAR",
repoName: "Uni-3DAR",
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