Upload folder using huggingface_hub
Browse files- config.json +57 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +196 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "clefourrier/graphormer-base-pcqm4mv2",
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"activation_dropout": 0.1,
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"activation_fn": "gelu",
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"apply_graphormer_init": true,
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"architectures": [
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"GraphormerForGraphClassification"
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],
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"attention_dropout": 0.1,
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"bias": true,
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"bos_token_id": 1,
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"dropout": 0.0,
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"edge_type": "multi_hop",
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"embed_scale": null,
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"embedding_dim": 768,
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"encoder_normalize_before": true,
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"eos_token_id": 2,
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"export": false,
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"ffn_embedding_dim": 768,
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"freeze_embeddings": false,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0"
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},
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"init_fn": null,
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"kdim": null,
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"label2id": {
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"LABEL_0": 0
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},
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"layerdrop": 0.0,
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"max_nodes": 512,
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"model_type": "graphormer",
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"multi_hop_max_dist": 5,
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"no_token_positional_embeddings": false,
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"num_atoms": 4608,
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"num_attention_heads": 32,
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"num_classes": 2,
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"num_edge_dis": 128,
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"num_edges": 1536,
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"num_hidden_layers": 12,
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"num_in_degree": 512,
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"num_layers": 12,
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"num_out_degree": 512,
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"num_spatial": 512,
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"num_trans_layers_to_freeze": 0,
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"pad_token_id": 0,
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"pre_layernorm": false,
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"q_noise": 0.0,
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"qn_block_size": 8,
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"self_attention": true,
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"share_input_output_embed": false,
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"spatial_pos_max": 1024,
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"torch_dtype": "float32",
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"traceable": false,
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"transformers_version": "4.40.2",
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"vdim": null
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:48ecfae273235162997a20c2aefce41c99b18fd5c4a0a6d94a49a53ea79ca13e
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size 190738260
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6de090cabf90665821d775934b39b6e11e035838ec861ff5bbdfaa2e5de5653
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size 381600651
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:fee6d93b2488d942c7e32572a01fbe632a7d98db8db4d0e34443c0f58a3f7f33
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size 14645
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e73fe0c8fb778eafc7f155cc1be97d53fe3d6292a71cfeba42689e6ce858e6f3
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size 1465
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trainer_state.json
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|
| 171 |
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"loss": 0.2464,
|
| 172 |
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"step": 650
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 7.0,
|
| 176 |
+
"eval_accuracy": 0.7573623559539052,
|
| 177 |
+
"eval_f1": 0.802088772845953,
|
| 178 |
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"eval_loss": 0.5653724074363708,
|
| 179 |
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"eval_mcc": 0.4929882749662992,
|
| 180 |
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"eval_roc_auc": 0.8207028311058135,
|
| 181 |
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"eval_runtime": 165.1778,
|
| 182 |
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"eval_samples_per_second": 9.456,
|
| 183 |
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"eval_steps_per_second": 0.151,
|
| 184 |
+
"step": 686
|
| 185 |
+
}
|
| 186 |
+
],
|
| 187 |
+
"logging_steps": 50,
|
| 188 |
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"max_steps": 980,
|
| 189 |
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"num_input_tokens_seen": 0,
|
| 190 |
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"num_train_epochs": 10,
|
| 191 |
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"save_steps": 500,
|
| 192 |
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"total_flos": 0.0,
|
| 193 |
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"train_batch_size": 64,
|
| 194 |
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"trial_name": null,
|
| 195 |
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"trial_params": null
|
| 196 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85218b53ef2e13204c5b773ee6ee0def4cf0cc294c9e0b7b2bbed3839ddcb76a
|
| 3 |
+
size 5457
|