End of training

README.md

@@ -0,0 +1,61 @@
+---
+license: mit
+base_model: clefourrier/pcqm4mv2_graphormer_base
+tags:
+- generated_from_trainer
+model-index:
+- name: graph-regression
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# graph-regression
+
+This model is a fine-tuned version of [clefourrier/pcqm4mv2_graphormer_base](https://huggingface.co/clefourrier/pcqm4mv2_graphormer_base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.6828
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 64
+- eval_batch_size: 64
+- seed: 42
+- gradient_accumulation_steps: 10
+- total_train_batch_size: 640
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 7.2485        | 0.9375 | 3    | 5.1142          |
+| 6.8919        | 1.875  | 6    | 4.8364          |
+| 5.2272        | 2.8125 | 9    | 4.6828          |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

config.json

@@ -0,0 +1,57 @@
+{
+  "_name_or_path": "clefourrier/pcqm4mv2_graphormer_base",
+  "activation_dropout": 0.1,
+  "activation_fn": "gelu",
+  "apply_graphormer_init": true,
+  "architectures": [
+    "GraphormerForGraphClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bias": true,
+  "bos_token_id": 1,
+  "dropout": 0.0,
+  "edge_type": "multi_hop",
+  "embed_scale": null,
+  "embedding_dim": 768,
+  "encoder_normalize_before": true,
+  "eos_token_id": 2,
+  "export": false,
+  "ffn_embedding_dim": 768,
+  "freeze_embeddings": false,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "LABEL_0"
+  },
+  "init_fn": null,
+  "kdim": null,
+  "label2id": {
+    "LABEL_0": 0
+  },
+  "layerdrop": 0.0,
+  "max_nodes": 512,
+  "model_type": "graphormer",
+  "multi_hop_max_dist": 5,
+  "no_token_positional_embeddings": false,
+  "num_atoms": 4608,
+  "num_attention_heads": 32,
+  "num_classes": 1,
+  "num_edge_dis": 128,
+  "num_edges": 1536,
+  "num_hidden_layers": 12,
+  "num_in_degree": 512,
+  "num_layers": 12,
+  "num_out_degree": 512,
+  "num_spatial": 512,
+  "num_trans_layers_to_freeze": 0,
+  "pad_token_id": 0,
+  "pre_layernorm": false,
+  "q_noise": 0.0,
+  "qn_block_size": 8,
+  "self_attention": true,
+  "share_input_output_embed": false,
+  "spatial_pos_max": 1024,
+  "torch_dtype": "float32",
+  "traceable": false,
+  "transformers_version": "4.40.2",
+  "vdim": null
+}

events.out.tfevents.1715447462.2bee55eb172a.4023.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1046b85fc87333c72b25ed0282f129384ff4ddb69cb39f23277ac309ffd5443
+size 5323

events.out.tfevents.1715447764.2bee55eb172a.4023.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6d8ea1efa7824773eb9b7361bad065f0013e64b85989d748bbd2651f2b62576
+size 5323

events.out.tfevents.1715447980.2bee55eb172a.4023.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:049f8687448785fc7778c3c5c018b14182855a781ea765d07d56026f03af890e
+size 5323

events.out.tfevents.1715448081.2bee55eb172a.4023.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14aeef15d1749f85cbeb36f74609529a1a61a7e6d68e9aaa74f2aff9ae8549f7
+size 5323

events.out.tfevents.1715448212.2bee55eb172a.4023.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3125dc4307337381f2d37ad8d8ff66dba27bea646abbd6005c1db87ed43cbe0d
+size 5323

events.out.tfevents.1715448665.2bee55eb172a.4023.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f245ffae08615f3ae226ebb178a871844b2fd286388a42f4e5b9de08d9c7ceb
+size 5323

events.out.tfevents.1715449242.2bee55eb172a.4023.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f35fc984f28f0f8f0e108e0332f357ebd92857aedd21eca60bcd8e31252a70db
+size 5323

events.out.tfevents.1715449248.2bee55eb172a.4023.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e55d95be18130178165d981bd2148df1030ae0a88d455d2a8c61e502849c16b
+size 5323

events.out.tfevents.1715449327.2bee55eb172a.4023.8

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6aeee568ef8e5a350415c607418b26a06e7a34b2a9c17864a5a3499ade723223
+size 5530

events.out.tfevents.1715449547.2bee55eb172a.4023.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57cc2f7764d2e1880e0cd27960af4d006cfb32d060ea5bac76a6802f42c9829b
+size 7090

events.out.tfevents.1715449859.2bee55eb172a.4023.10

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfe5447c5eebd29e1108379513fe47d302bdb9775670b043888b98138a9f8af4
+size 7090

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0b3e49057118b7dbde1f592c19387564375bbe078ea0a76ed2c723680546089
+size 190735180

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aae3d072ecaf55df511111d6de2676182174f3895acaef16a4ad02fc6c79f0c
+size 4920