Upload 5 files
Browse files- README.md +20 -3
- tokenizer/config.json +38 -0
- tokenizer/diffusion_pytorch_model.safetensors +3 -0
- transformer/config.json +28 -0
- transformer/model.safetensors +3 -0
README.md
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---
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license: mit
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---
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---
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license: mit
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---
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# iVideoGPT (Fine-tuned to BAIR Robot Pushing, 64x64 resolution, action-free)
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Fine-tuned model introduced in the paper [iVideoGPT: Interactive VideoGPTs are Scalable World Models](https://arxiv.org/abs/2405.15223).
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See https://github.com/thuml/iVideoGPT for examples for using this model.
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## Citation
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```
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@inproceedings{wu2024ivideogpt,
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title={iVideoGPT: Interactive VideoGPTs are Scalable World Models},
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author={Jialong Wu and Shaofeng Yin and Ningya Feng and Xu He and Dong Li and Jianye Hao and Mingsheng Long},
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booktitle={Advances in Neural Information Processing Systems},
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year={2024}
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}
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```
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tokenizer/config.json
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{
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"_class_name": "CompressiveVQModel",
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"_diffusers_version": "0.27.0.dev0",
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"act_fn": "silu",
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"block_out_channels": [
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128,
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256,
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512
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],
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"context_length": 1,
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"down_block_types": [
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"DownEncoderBlock2D",
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"DownEncoderBlock2D",
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"DownEncoderBlock2D"
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],
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"force_upcast": true,
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"in_channels": 3,
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"latent_channels": 64,
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"layers_per_block": 2,
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"lookup_from_codebook": true,
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"max_att_resolution": 16,
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"mid_block_add_attention": false,
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"norm_num_groups": 32,
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"norm_type": "group",
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"num_dyn_embeddings": 8192,
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"num_vq_embeddings": 8192,
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"out_channels": 3,
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"patch_size": 4,
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"resolution": 64,
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"sample_size": 32,
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"scaling_factor": 0.18215,
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"up_block_types": [
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"UpDecoderBlock2D",
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"UpDecoderBlock2D",
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"UpDecoderBlock2D"
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],
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"vq_embed_dim": null
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}
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tokenizer/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f29ac860b2ab88552d504d94e1aac0c39dcee45ea90856a7f44dc1a7e46dd1ec
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size 455374152
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transformer/config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.1,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"hidden_act": "silu",
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"max_length": 1024,
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"max_position_embeddings": 1024,
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"model_type": "llama",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_key_value_heads": 12,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"use_cache": true,
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"vocab_size": 16386
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}
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transformer/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:af8b961b52aa99963380d4c3672ef146fd7b614a12d57d85ba8da00165a6fa66
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size 553749536
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