pfam_11k_seq

README.md

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+---
+license: mit
+base_model: facebook/esm2_t30_150M_UR50D
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: esm2_t30_150M_UR50D-11k-PANTHER-classification
+  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. -->
+
+# esm2_t30_150M_UR50D-11k-PANTHER-classification
+
+This model is a fine-tuned version of [facebook/esm2_t30_150M_UR50D](https://huggingface.co/facebook/esm2_t30_150M_UR50D) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.3041
+- Accuracy: 0.4290
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
+- 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 | Accuracy |
+|:-------------:|:------:|:----:|:---------------:|:--------:|
+| No log        | 0.9944 | 67   | 3.6678          | 0.2561   |
+| No log        | 1.9889 | 134  | 3.3917          | 0.3890   |
+| No log        | 2.9833 | 201  | 3.3041          | 0.4290   |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "facebook/esm2_t30_150M_UR50D",
+  "architectures": [
+    "EsmForSequenceClassification"
+  ],
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+  "esmfold_config": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 640,
+  "id2label": {
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+}

model.safetensors

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+oid sha256:0cea91aa8841e419c5a87df28baf554f5db924f2cc427832ad609f26d5691689
+size 595397916

special_tokens_map.json

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+{
+  "cls_token": "<cls>",
+  "eos_token": "<eos>",
+  "mask_token": "<mask>",
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "content": "<cls>",
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+}

training_args.bin

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+size 5048

vocab.txt

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+<cls>
+<pad>
+<eos>
+<unk>
+L
+A
+G
+V
+S
+E
+R
+T
+I
+D
+P
+K
+Q
+N
+F
+Y
+M
+H
+W
+C
+X
+B
+U
+Z
+O
+.
+-
+<null_1>
+<mask>