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Model-Demo2-1.4B.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:50daf33b6c3dd34eeabb6901466ba3144a576e8fbb71b68b1cbf1be83e8ef742
+size 5010879

README.md

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+
+---
+
+base_model: esm3-open 
+
+library_name: esm3
+
+---
+
+
+
+# Model Card for Model-Demo2-1.4B
+<slot name='description'>
+
+## Task type
+Protein-level Classification
+
+## Model input type
+AA Sequence
+
+## ESM3 Model config
+
+- **base_model:** esm3-open
+- **model_type:** ESM3 Fine-tuning
+- **task_type:** Protein-level Classification
+
+## Training config
+
+- **optimizer:**
+  - **class:** AdamW
+  - **betas:** (0.9, 0.98)
+  - **weight_decay:** 0.01
+- **learning rate:** 0.0005
+- **epoch:** 5
+- **batch size:** 1
+- **precision:** 16-mixed 
+

adapter_config.json

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+{
+  "base_model_name_or_path": "esm3-open",
+  "task_type": "ESM3_CLASSIFICATION",
+  "r": 8,
+  "lora_dropout": 0.0,
+  "lora_alpha": 16,
+  "target_modules": [
+    "attention",
+    "mlp"
+  ],
+  "modules_to_save": [
+    "classifier"
+  ],
+  "inference_mode": false,
+  "peft_type": "ESM3_FINETUNING",
+  "auto_mapping": null,
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": null,
+  "rank_pattern": null,
+  "revision": null,
+  "use_dora": false,
+  "use_rslora": false
+}

metadata.json

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+{
+    "training_task_type": "Protein-level Classification",
+    "training_data_type": "AA"
+}