Add files using upload-large-folder tool
Browse files- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/config.json +75 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model-00001-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model-00002-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model.safetensors.index.json +0 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/trainer_state.json +0 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/training_args.bin +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/resolved_config.yaml +32 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/mgd_dit_core_only1.yaml +30 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/config.json +75 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/experiment_cfg/metadata.json +431 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/model-00001-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/model-00002-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/model.safetensors.index.json +0 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/trainer_state.json +0 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/training_args.bin +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/resolved_config.yaml +32 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.7/phase3/config.json +75 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.7/phase3/model-00001-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.7/phase3/model-00002-of-00002.safetensors +3 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.7/phase3/trainer_state.json +0 -0
- MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.7/phase3/training_args.bin +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_linear_decay__mgd_token_mask_ratio_0.3/phase3/model-00001-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_linear_decay__mgd_token_mask_ratio_0.3/phase3/model-00002-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_linear_decay__mgd_token_mask_ratio_0.3/phase3/training_args.bin +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_fm_only__mgd_token_mask_ratio_0.3/phase3/model-00001-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_fm_only__mgd_token_mask_ratio_0.3/phase3/model-00002-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_fm_only__mgd_token_mask_ratio_0.3/phase3/trainer_state.json +0 -0
- processing_line_only/loss_strategy_ablation/mgd/loss_strategy_fm_only__mgd_token_mask_ratio_0.3/phase3/training_args.bin +3 -0
- processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_linear_decay__rkd_temp_0.1/phase3/model-00001-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_linear_decay__rkd_temp_0.1/phase3/model-00002-of-00002.safetensors +3 -0
- processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_linear_decay__rkd_temp_0.1/phase3/training_args.bin +3 -0
MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/config.json
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{
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"action_dim": 32,
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"action_head_cfg": {
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"action_dim": 32,
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"action_horizon": 16,
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"add_pos_embed": true,
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"backbone_embedding_dim": 2048,
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"diffusion_model_cfg": {
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"attention_head_dim": 48,
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"cross_attention_dim": 2048,
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| 11 |
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"dropout": 0.2,
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| 12 |
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"final_dropout": true,
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| 13 |
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"interleave_self_attention": true,
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| 14 |
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"norm_type": "ada_norm",
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| 15 |
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"num_attention_heads": 32,
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| 16 |
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"num_layers": 16,
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| 17 |
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"output_dim": 1024,
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"positional_embeddings": null
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},
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"hidden_size": 1024,
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"input_embedding_dim": 1536,
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"max_action_dim": 32,
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"max_state_dim": 64,
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| 24 |
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"model_dtype": "float32",
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| 25 |
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"noise_beta_alpha": 1.5,
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| 26 |
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"noise_beta_beta": 1.0,
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"noise_s": 0.999,
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| 28 |
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"num_inference_timesteps": 4,
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"num_target_vision_tokens": 32,
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| 30 |
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"num_timestep_buckets": 1000,
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| 31 |
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"tune_diffusion_model": true,
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"tune_projector": true,
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"use_vlln": true,
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"vl_self_attention_cfg": {
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"attention_head_dim": 64,
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"dropout": 0.2,
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"final_dropout": true,
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| 38 |
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"num_attention_heads": 32,
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"num_layers": 4,
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"positional_embeddings": null
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}
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},
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| 43 |
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"action_horizon": 16,
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| 44 |
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"architectures": [
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"GR00T_N1_5_MGD"
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| 46 |
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],
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| 47 |
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"attn_implementation": null,
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| 48 |
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"backbone_cfg": {
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| 49 |
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"eagle_path": "NVEagle/eagle_er-qwen3_1_7B-Siglip2_400M_stage1_5_128gpu_er_v7_1mlp_nops",
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| 50 |
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"load_bf16": false,
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| 51 |
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"project_to_dim": null,
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| 52 |
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"reproject_vision": false,
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| 53 |
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"select_layer": 12,
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| 54 |
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"tune_llm": false,
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| 55 |
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"tune_visual": true,
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| 56 |
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"use_flash_attention": true
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},
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"compute_dtype": "bfloat16",
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"hidden_size": 2048,
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"mgd_enabled": false,
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"mgd_fm_loss_weight": 1.0,
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| 62 |
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"mgd_loss_weight": 0.0,
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| 63 |
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"mgd_pretrained_projector_path": null,
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| 64 |
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"mgd_sequence_hidden_dim": 512,
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| 65 |
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"mgd_target_dim": 512,
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| 66 |
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"mgd_target_pooling": "flatten",
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| 67 |
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"mgd_target_projection": "frozen_random",
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| 68 |
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"mgd_token_mask_ratio": 0.3,
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| 69 |
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"mgd_use_cosine_loss": true,
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| 70 |
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"mgd_use_mse_loss": false,
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| 71 |
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"model_dtype": "float32",
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| 72 |
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"model_type": "gr00t_n1_5",
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| 73 |
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"torch_dtype": "bfloat16",
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| 74 |
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"transformers_version": "4.51.3"
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| 75 |
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}
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:84b77399325519ae31615104eb691ea1873a33771c7e81d5f21a7e5773b978e5
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| 3 |
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size 4999367032
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6632ed8555e6976f7883f956088758204eb8b5d0e923d6598c08fbb8c1989688
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size 2643339748
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/model.safetensors.index.json
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/trainer_state.json
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/phase3/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:72a1321eb6d04e9b5eee4e4df9ec47bfb0f5b146e55b70ab4b6c35fa3591b00a
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size 5969
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.3/resolved_config.yaml
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experiment_name: mgd_sweep_from_trained_base
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| 2 |
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policy_type: groot_mgd
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| 3 |
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base_model_path: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/mgd_token_mask_ratio_0.3/phase2
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| 4 |
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output_root: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/dit_core_only
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| 5 |
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sweep:
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| 6 |
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mgd_token_mask_ratio:
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| 7 |
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- 0.3
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| 8 |
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dataset:
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| 9 |
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dataset_soup: my_atomic26_human
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| 10 |
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training:
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| 11 |
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num_gpus: 2
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| 12 |
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batch_size: 64
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| 13 |
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model: null
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| 14 |
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phases:
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| 15 |
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- name: phase3_mgd_fm
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| 16 |
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max_steps: 30000
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| 17 |
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save_steps: 0
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| 18 |
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trainable:
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| 19 |
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preset: freeze_processing_line
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| 20 |
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tune_llm: false
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| 21 |
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tune_visual: false
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| 22 |
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tune_projector: true
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| 23 |
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tune_diffusion_model: true
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| 24 |
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losses:
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| 25 |
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mgd_enabled: false
|
| 26 |
+
mgd_fm_loss_weight: 1.0
|
| 27 |
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mgd_loss_weight: 0.0
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| 28 |
+
mgd_token_mask_ratio: 0.3
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| 29 |
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mgd_use_cosine_loss: true
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| 30 |
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mgd_use_mse_loss: false
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| 31 |
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resolved_sweep:
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| 32 |
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mgd_token_mask_ratio: 0.3
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/mgd_dit_core_only1.yaml
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experiment_name: mgd_sweep_from_trained_base
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| 2 |
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policy_type: groot_mgd
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| 3 |
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base_model_path: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/mgd_token_mask_ratio_${sweep.mgd_token_mask_ratio}/phase2
|
| 4 |
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output_root: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/dit_core_only
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| 5 |
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sweep:
|
| 6 |
+
mgd_token_mask_ratio:
|
| 7 |
+
- 0.5
|
| 8 |
+
dataset:
|
| 9 |
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dataset_soup: my_atomic26_human
|
| 10 |
+
training:
|
| 11 |
+
num_gpus: 1
|
| 12 |
+
batch_size: 128
|
| 13 |
+
model: null
|
| 14 |
+
phases:
|
| 15 |
+
- name: phase3_mgd_fm
|
| 16 |
+
max_steps: 30000
|
| 17 |
+
save_steps: 0
|
| 18 |
+
trainable:
|
| 19 |
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preset: freeze_processing_line
|
| 20 |
+
tune_llm: false
|
| 21 |
+
tune_visual: false
|
| 22 |
+
tune_projector: true
|
| 23 |
+
tune_diffusion_model: true
|
| 24 |
+
losses:
|
| 25 |
+
mgd_enabled: false
|
| 26 |
+
mgd_fm_loss_weight: 1.0
|
| 27 |
+
mgd_loss_weight: 0.0
|
| 28 |
+
mgd_token_mask_ratio: ${sweep.mgd_token_mask_ratio}
|
| 29 |
+
mgd_use_cosine_loss: true
|
| 30 |
+
mgd_use_mse_loss: false
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MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/config.json
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{
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"action_dim": 32,
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| 3 |
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"action_head_cfg": {
|
| 4 |
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"action_dim": 32,
|
| 5 |
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"action_horizon": 16,
|
| 6 |
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"add_pos_embed": true,
|
| 7 |
+
"backbone_embedding_dim": 2048,
|
| 8 |
+
"diffusion_model_cfg": {
|
| 9 |
+
"attention_head_dim": 48,
|
| 10 |
+
"cross_attention_dim": 2048,
|
| 11 |
+
"dropout": 0.2,
|
| 12 |
+
"final_dropout": true,
|
| 13 |
+
"interleave_self_attention": true,
|
| 14 |
+
"norm_type": "ada_norm",
|
| 15 |
+
"num_attention_heads": 32,
|
| 16 |
+
"num_layers": 16,
|
| 17 |
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"output_dim": 1024,
|
| 18 |
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"positional_embeddings": null
|
| 19 |
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},
|
| 20 |
+
"hidden_size": 1024,
|
| 21 |
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"input_embedding_dim": 1536,
|
| 22 |
+
"max_action_dim": 32,
|
| 23 |
+
"max_state_dim": 64,
|
| 24 |
+
"model_dtype": "float32",
|
| 25 |
+
"noise_beta_alpha": 1.5,
|
| 26 |
+
"noise_beta_beta": 1.0,
|
| 27 |
+
"noise_s": 0.999,
|
| 28 |
+
"num_inference_timesteps": 4,
|
| 29 |
+
"num_target_vision_tokens": 32,
|
| 30 |
+
"num_timestep_buckets": 1000,
|
| 31 |
+
"tune_diffusion_model": true,
|
| 32 |
+
"tune_projector": true,
|
| 33 |
+
"use_vlln": true,
|
| 34 |
+
"vl_self_attention_cfg": {
|
| 35 |
+
"attention_head_dim": 64,
|
| 36 |
+
"dropout": 0.2,
|
| 37 |
+
"final_dropout": true,
|
| 38 |
+
"num_attention_heads": 32,
|
| 39 |
+
"num_layers": 4,
|
| 40 |
+
"positional_embeddings": null
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"action_horizon": 16,
|
| 44 |
+
"architectures": [
|
| 45 |
+
"GR00T_N1_5_MGD"
|
| 46 |
+
],
|
| 47 |
+
"attn_implementation": null,
|
| 48 |
+
"backbone_cfg": {
|
| 49 |
+
"eagle_path": "NVEagle/eagle_er-qwen3_1_7B-Siglip2_400M_stage1_5_128gpu_er_v7_1mlp_nops",
|
| 50 |
+
"load_bf16": false,
|
| 51 |
+
"project_to_dim": null,
|
| 52 |
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"reproject_vision": false,
|
| 53 |
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"select_layer": 12,
|
| 54 |
+
"tune_llm": false,
|
| 55 |
+
"tune_visual": true,
|
| 56 |
+
"use_flash_attention": true
|
| 57 |
+
},
|
| 58 |
+
"compute_dtype": "bfloat16",
|
| 59 |
+
"hidden_size": 2048,
|
| 60 |
+
"mgd_enabled": false,
|
| 61 |
+
"mgd_fm_loss_weight": 1.0,
|
| 62 |
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"mgd_loss_weight": 0.0,
|
| 63 |
+
"mgd_pretrained_projector_path": null,
|
| 64 |
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"mgd_sequence_hidden_dim": 512,
|
| 65 |
+
"mgd_target_dim": 512,
|
| 66 |
+
"mgd_target_pooling": "flatten",
|
| 67 |
+
"mgd_target_projection": "frozen_random",
|
| 68 |
+
"mgd_token_mask_ratio": 0.5,
|
| 69 |
+
"mgd_use_cosine_loss": true,
|
| 70 |
+
"mgd_use_mse_loss": false,
|
| 71 |
+
"model_dtype": "float32",
|
| 72 |
+
"model_type": "gr00t_n1_5",
|
| 73 |
+
"torch_dtype": "bfloat16",
|
| 74 |
+
"transformers_version": "4.51.3"
|
| 75 |
+
}
|
MGD_Processing_line_Only/dit_core_only/mgd_token_mask_ratio_0.5/phase3/experiment_cfg/metadata.json
ADDED
|
@@ -0,0 +1,431 @@
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| 1 |
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