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not-lain
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matanyone

MatAnyone
Safetensors
model_hub_mixin
pytorch_model_hub_mixin
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not-lain commited on
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Push model using huggingface_hub.

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Files changed (3) hide show
  1. README.md +10 -0
  2. config.json +139 -0
  3. model.safetensors +3 -0
README.md ADDED
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+ ---
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+ library_name: matanyone
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+ tags:
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+ - model_hub_mixin
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+ - pytorch_model_hub_mixin
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+ ---
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+
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+ This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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+ - Library: https://github.com/pq-yang/MatAnyone
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+ - Docs: [More Information Needed]
config.json ADDED
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+ {
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+ "cfg": {
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+ "amp": false,
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+ "chunk_size": -1,
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+ "flip_aug": false,
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+ "long_term": {
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+ "buffer_tokens": 2000,
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+ "count_usage": true,
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+ "max_mem_frames": 10,
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+ "max_num_tokens": 10000,
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+ "min_mem_frames": 5,
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+ "num_prototypes": 128
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+ },
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+ "max_internal_size": -1,
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+ "max_mem_frames": 5,
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+ "mem_every": 5,
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+ "model": {
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+ "aux_loss": {
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+ "query": {
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+ "enabled": true,
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+ "weight": 0.01
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+ },
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+ "sensory": {
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+ "enabled": true,
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+ "weight": 0.01
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+ }
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+ },
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+ "embed_dim": 256,
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+ "key_dim": 64,
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+ "mask_decoder": {
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+ "up_dims": [
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+ 256,
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+ 128,
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+ 128,
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+ 64,
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+ 16
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+ ]
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+ },
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+ "mask_encoder": {
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+ "final_dim": 256,
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+ "type": "resnet18"
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+ },
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+ "object_summarizer": {
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+ "add_pe": true,
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+ "embed_dim": "${model.object_transformer.embed_dim}",
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+ "num_summaries": "${model.object_transformer.num_queries}"
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+ },
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+ "object_transformer": {
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+ "embed_dim": "${model.embed_dim}",
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+ "ff_dim": 2048,
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+ "num_blocks": 3,
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+ "num_heads": 8,
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+ "num_queries": 16,
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+ "pixel_self_attention": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ]
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+ },
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+ "query_self_attention": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ]
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+ },
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+ "read_from_memory": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ]
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+ },
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+ "read_from_past": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ]
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+ },
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+ "read_from_pixel": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ],
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+ "input_add_pe": false,
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+ "input_norm": false
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+ },
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+ "read_from_query": {
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+ "add_pe_to_qkv": [
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+ true,
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+ true,
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+ false
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+ ],
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+ "output_norm": false
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+ }
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+ },
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+ "pixel_dim": 256,
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+ "pixel_encoder": {
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+ "ms_dims": [
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+ 1024,
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+ 512,
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+ 256,
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+ 64,
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+ 3
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+ ],
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+ "type": "resnet50"
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+ },
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+ "pixel_mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "pixel_pe_scale": 32,
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+ "pixel_pe_temperature": 128,
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+ "pixel_std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "sensory_dim": 256,
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+ "value_dim": 256
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+ },
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+ "output_dir": null,
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+ "save_all": true,
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+ "save_aux": false,
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+ "save_scores": false,
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+ "stagger_updates": 5,
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+ "top_k": 30,
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+ "use_all_masks": false,
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+ "use_long_term": false,
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+ "visualize": false,
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+ "weights": "pretrained_models/matanyone.pth"
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+ },
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+ "pretrained_resnet": false,
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+ "single_object": true
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 141199924