Push model using huggingface_hub.

README.md

@@ -0,0 +1,9 @@
+---
+tags:
+- model_hub_mixin
+- pytorch_model_hub_mixin
+---
+
+This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
+- Library: [More Information Needed]
+- Docs: [More Information Needed]

config.json

@@ -0,0 +1,118 @@
+{
+  "batch_size": 512,
+  "beta1": 0.9261921550228268,
+  "beta2": 0.999,
+  "classes": [
+    "EW",
+    "SR",
+    "EA",
+    "RRAB",
+    "EB",
+    "ROT",
+    "RRC",
+    "HADS",
+    "M",
+    "DSCT"
+  ],
+  "clip_grad": true,
+  "clip_value": 45,
+  "config_from": "meridk/AstroCLIPOptuna3/03ai5zsz",
+  "data_root": "/home/mariia/AstroML/data/asassn/",
+  "early_stopping_patience": 6,
+  "epochs": 100,
+  "factor": 0.1125080808385063,
+  "file": "preprocessed_data/full_lb/spectra_and_v",
+  "freeze": false,
+  "fusion": "avg",
+  "gamma": 0.9,
+  "hidden_dim": 512,
+  "lamost_spec_dir": "Spectra/v2",
+  "lr": 0.0039210319036872545,
+  "m_dropout": 0.1595340013391597,
+  "m_hidden_dim": 512,
+  "max_samples": null,
+  "meta_cols": [
+    "mean_vmag",
+    "phot_g_mean_mag",
+    "e_phot_g_mean_mag",
+    "phot_bp_mean_mag",
+    "e_phot_bp_mean_mag",
+    "phot_rp_mean_mag",
+    "e_phot_rp_mean_mag",
+    "bp_rp",
+    "parallax",
+    "parallax_error",
+    "parallax_over_error",
+    "pmra",
+    "pmra_error",
+    "pmdec",
+    "pmdec_error",
+    "j_mag",
+    "e_j_mag",
+    "h_mag",
+    "e_h_mag",
+    "k_mag",
+    "e_k_mag",
+    "w1_mag",
+    "e_w1_mag",
+    "w2_mag",
+    "e_w2_mag",
+    "w3_mag",
+    "w4_mag",
+    "j_k",
+    "w1_w2",
+    "w3_w4",
+    "pm",
+    "ruwe",
+    "l",
+    "b"
+  ],
+  "min_samples": null,
+  "mode": "clip",
+  "num_classes": 10,
+  "p_activation": "gelu",
+  "p_aux": true,
+  "p_d_ff": 512,
+  "p_d_model": 128,
+  "p_dropout": 0.24510711541869523,
+  "p_e_layers": 8,
+  "p_enc_in": 9,
+  "p_factor": 1,
+  "p_n_heads": 4,
+  "p_output_attention": false,
+  "patience": 3,
+  "phased": false,
+  "photo_cols": [
+    "amplitude",
+    "period",
+    "lksl_statistic",
+    "rfr_score"
+  ],
+  "project": "AstroCLIPResults3",
+  "random_seed": 42,
+  "s_aux": true,
+  "s_conv_channels": [
+    3,
+    64,
+    64,
+    32,
+    32
+  ],
+  "s_dropout": 0.33926589273352475,
+  "s_err": true,
+  "s_err_norm": true,
+  "s_kernel_size": 3,
+  "s_mad": true,
+  "s_mp_kernel_size": 4,
+  "save_weights": true,
+  "scheduler": "ReduceLROnPlateau",
+  "seq_len": 200,
+  "use_pretrain": null,
+  "use_wandb": false,
+  "v_prefix": "vardb_files",
+  "v_zip": "asassnvarlc_vband_complete.zip",
+  "warmup": true,
+  "warmup_epochs": 10,
+  "weight_decay": 0.004670071421955371,
+  "weights_path": "/home/mariia/AstroML/weights/2024-09-18-13-37"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26bcdfa0edf211fb569a5bfbe2ec847cf80ea4a51f6fe2fc9744a930a0779d0d
+size 66058340