Duplicate from nvidia/GR00T-N1-2B
Browse filesCo-authored-by: Kaushil <[email protected]>
- .gitattributes +35 -0
- LICENSE +61 -0
- README.md +15 -0
- config.json +63 -0
- experiment_cfg/metadata.json +909 -0
- model.safetensors +3 -0
.gitattributes
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LICENSE
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README.md
ADDED
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---
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datasets:
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- nvidia/PhysicalAI-Robotics-GR00T-X-Embodiment-Sim
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| 4 |
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tags:
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- robotics
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---
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# GR00T-N1-2B
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Github page: https://github.com/NVIDIA/Isaac-GR00T/
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| 14 |
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NVIDIA Isaac GR00T N1 is the world's first open foundation model for generalized humanoid robot reasoning and skills.
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config.json
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{
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| 2 |
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"action_dim": 32,
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| 3 |
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"action_head_cfg": {
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| 4 |
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"action_dim": 32,
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| 5 |
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"action_horizon": 16,
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| 6 |
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"add_pos_embed": true,
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| 7 |
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"diffusion_model_cfg": {
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| 8 |
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"attention_head_dim": 48,
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| 9 |
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"dropout": 0.2,
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| 10 |
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"final_dropout": true,
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| 11 |
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"interleave_self_attention": true,
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| 12 |
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"norm_type": "ada_norm",
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| 13 |
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"num_attention_heads": 32,
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| 14 |
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"num_layers": 16,
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| 15 |
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"output_dim": 1024,
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| 16 |
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"positional_embeddings": null
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| 17 |
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},
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| 18 |
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"freeze_decode_layer": false,
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| 19 |
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"hidden_size": 1024,
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| 20 |
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"input_embedding_dim": 1536,
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| 21 |
+
"load_pretrained_det_decode_layer_path": null,
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| 22 |
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"max_action_dim": 32,
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| 23 |
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"max_state_dim": 64,
|
| 24 |
+
"model_dtype": "float32",
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| 25 |
+
"noise_beta_alpha": 1.5,
|
| 26 |
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"noise_beta_beta": 1.0,
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| 27 |
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"noise_s": 0.999,
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| 28 |
+
"num_inference_timesteps": 16,
|
| 29 |
+
"num_timestep_buckets": 1000,
|
| 30 |
+
"tune_diffusion_model": true,
|
| 31 |
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"tune_projector": true
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| 32 |
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},
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| 33 |
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"action_horizon": 16,
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| 34 |
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"architectures": [
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| 35 |
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"GR00T_N1"
|
| 36 |
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],
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| 37 |
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"attn_implementation": null,
|
| 38 |
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"backbone_cfg": {
|
| 39 |
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"allow_reshape_visual": true,
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| 40 |
+
"load_pretrained_det_eagle_path": null,
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| 41 |
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"model_name": "$GR00T_BACKBONE_PATH/eagle2_hg_model",
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| 42 |
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"processor_cfg": {
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| 43 |
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"max_input_tiles": 1,
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| 44 |
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"model_path": "$GR00T_BACKBONE_PATH/eagle2_hg_model",
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| 45 |
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"model_spec": {
|
| 46 |
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"num_image_token": 64,
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| 47 |
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"template": "qwen2-chat"
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| 48 |
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}
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| 49 |
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},
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| 50 |
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"projector_dim": 2048,
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| 51 |
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"remove_llm": false,
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| 52 |
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"reproject_vision": false,
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| 53 |
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"scale_image_resolution": 1,
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| 54 |
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"select_layer": 12,
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| 55 |
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"tune_llm": false,
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| 56 |
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"tune_visual": true
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| 57 |
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},
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| 58 |
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"hidden_size": 1536,
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| 59 |
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"model_dtype": "float32",
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| 60 |
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"model_type": "gr00t_n1",
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| 61 |
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"torch_dtype": "bfloat16",
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| 62 |
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"transformers_version": "4.45.2"
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| 63 |
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}
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experiment_cfg/metadata.json
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|
| 1 |
+
{
|
| 2 |
+
"gr1": {
|
| 3 |
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"statistics": {
|
| 4 |
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"state": {
|
| 5 |
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"left_arm": {
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| 6 |
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"max": [
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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2.521491289138794,
|
| 12 |
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1.5104753971099854,
|
| 13 |
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|
| 14 |
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],
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| 15 |
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"min": [
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| 16 |
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|
| 17 |
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|
| 18 |
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| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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|
| 23 |
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],
|
| 24 |
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"mean": [
|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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],
|
| 33 |
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"std": [
|
| 34 |
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|
| 35 |
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| 36 |
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| 37 |
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0.5786943435668945,
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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],
|
| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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],
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| 51 |
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"q99": [
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| 52 |
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0.6305126994848267,
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| 53 |
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0.7966297268867496,
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| 54 |
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0.38731662184000043,
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| 55 |
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| 56 |
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1.0455405175685892,
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| 57 |
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0.8574009954929355,
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| 58 |
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0.4838866069912915
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| 59 |
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]
|
| 60 |
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},
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| 61 |
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"left_hand": {
|
| 62 |
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"max": [
|
| 63 |
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|
| 64 |
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2.6975045204162598,
|
| 65 |
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3.3291828632354736,
|
| 66 |
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2.7148845195770264,
|
| 67 |
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3.664421558380127,
|
| 68 |
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| 69 |
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],
|
| 70 |
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"min": [
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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],
|
| 78 |
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"mean": [
|
| 79 |
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|
| 80 |
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| 81 |
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0.20426052808761597,
|
| 82 |
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0.22833923995494845,
|
| 83 |
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0.06841608136892317,
|
| 84 |
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0.9091449975967407
|
| 85 |
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],
|
| 86 |
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|
| 87 |
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|
| 88 |
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| 89 |
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0.3710329830646515,
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| 90 |
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0.42297253012657154,
|
| 91 |
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0.18603332340717313,
|
| 92 |
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0.7297042012214662
|
| 93 |
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],
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|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
|
|
|
|
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|
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:a7ec1577ed360bf73eae06c1cc7fdaccd0c7df2c9b99515354d5ab6d7b4f7d56
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| 3 |
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size 4380155836
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