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README.md

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+---
+library_name: motius
+pipeline_tag: text-to-motion
+license: mit
+tags:
+- human-motion
+- two-person-text-to-motion
+- intermask
+- interhuman
+---
+
+# Motius InterMask InterHuman
+
+Inference-only SafeTensors artifact for
+[InterMask](https://arxiv.org/abs/2410.10010), adapted from the
+[official MIT-licensed repository](https://github.com/gohar-malik/InterMask).
+The VQ-VAE and masked Transformer contain no optimizer or scheduler state.
+
+```python
+from motius.pipelines.intermask import InterMaskPipeline
+
+pipe = InterMaskPipeline.from_pretrained(
+    "ZeyuLing/motius-intermask-interhuman",
+    bundle_kwargs={"device": "cuda"},
+)
+motion = pipe("two people hug", motion_len=120, seed=42)
+# (1, 120, 2, 262)
+```
+
+See the [full Motius model card](https://github.com/ZeyuLing/Motius/blob/main/docs/model_zoo/intermask.md).

artifact_manifest.json

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+}

intermask_config.json

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+{
+  "model_type": "intermask",
+  "library_name": "motius",
+  "tasks": [
+    "two-person-text-to-motion"
+  ],
+  "dataset_name": "interhuman",
+  "representation": "interhuman_native_262",
+  "checkpoint_format": "safetensors"
+}

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transformer_opt.txt

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+------------ Options -------------
+batch_size: 52
+cache: True
+checkpoints_dir: ./checkpoints
+cond_drop_prob: 0.1
+dataset_name: interhuman
+do_eval: True
+dropout: 0.2
+eval_every_e: 10
+ff_size: 1024
+force_mask: False
+gamma: 0.3333333333333333
+gpu_id: 0
+gumbel_sample: False
+interaction_mask_prob: 0.2
+is_continue: False
+is_train: True
+latent_dim: 384
+lr: 0.0002
+max_epoch: 500
+motion_rep: global
+n_heads: 6
+n_layers: 6
+name: trans_default
+seed: 0
+step_unroll: 1
+test_batch_size: 96
+vq_name: vq_default
+-------------- End ----------------

vq_model.safetensors

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vq_opt.txt

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+------------ Options -------------
+batch_size: 256
+cache: True
+checkpoints_dir: ./checkpoints
+code_dim: 512
+commit: 0.02
+dataset_name: interhuman
+depth: 2
+dilation_growth_rate: 3
+do_eval: True
+down_t: 2
+eval_every_e: 1
+feat_bias: 5
+gamma: 0.1
+gpu_id: 0
+is_continue: False
+is_train: True
+loss_bn: 5
+loss_explicit: 1
+loss_fc: 500
+loss_geo: 0.01
+loss_vel: 100
+lr: 0.0002
+max_epoch: 50
+motion_rep: smpl
+mu: 0.99
+name: vq_default
+nb_code: 1024
+num_quantizers: 1
+output_emb_width: 512
+quantize_dropout_prob: 0.2
+recons_loss: l1_smooth
+save_every_e: 1
+shared_codebook: False
+stride_t: 2
+test_batch_size: 96
+vq_act: relu
+vq_norm: None
+weight_decay: 0.0
+width: 512
+window_size: 64
+window_stride: 10
+-------------- End ----------------