Upload model

README.md

@@ -0,0 +1,42 @@
+---
+tags:
+- adapter-transformers
+- t5
+datasets:
+- amazon_polarity
+---
+
+# Adapter `lenglaender/xlm-roberta-base-lora-cls-amazon-polarity` for google-t5/t5-base
+
+An [adapter](https://adapterhub.ml) for the `google-t5/t5-base` model that was trained on the [amazon_polarity](https://huggingface.co/datasets/amazon_polarity/) dataset and includes a prediction head for classification.
+
+This adapter was created for usage with the **[Adapters](https://github.com/Adapter-Hub/adapters)** library.
+
+## Usage
+
+First, install `adapters`:
+
+```
+pip install -U adapters
+```
+
+Now, the adapter can be loaded and activated like this:
+
+```python
+from adapters import AutoAdapterModel
+
+model = AutoAdapterModel.from_pretrained("google-t5/t5-base")
+adapter_name = model.load_adapter("lenglaender/xlm-roberta-base-lora-cls-amazon-polarity", source="hf", set_active=True)
+```
+
+## Architecture & Training
+
+<!-- Add some description here -->
+
+## Evaluation results
+
+<!-- Add some description here -->
+
+## Citation
+
+<!-- Add some description here -->

adapter_config.json

@@ -0,0 +1,25 @@
+{
+  "config": {
+    "alpha": 8,
+    "architecture": "lora",
+    "attn_matrices": [
+      "q",
+      "v"
+    ],
+    "composition_mode": "add",
+    "dropout": 0.1,
+    "init_weights": "lora",
+    "intermediate_lora": false,
+    "leave_out": [],
+    "output_lora": false,
+    "r": 8,
+    "selfattn_lora": true,
+    "use_gating": false
+  },
+  "hidden_size": 768,
+  "model_class": "T5AdapterModel",
+  "model_name": "google-t5/t5-base",
+  "model_type": "t5",
+  "name": "amazon_cls",
+  "version": "0.2.0"
+}

head_config.json

@@ -0,0 +1,21 @@
+{
+  "config": {
+    "activation_function": "tanh",
+    "bias": true,
+    "dropout_prob": null,
+    "head_type": "classification",
+    "label2id": {
+      "0": 0,
+      "1": 1
+    },
+    "layers": 2,
+    "num_labels": 2,
+    "use_pooler": false
+  },
+  "hidden_size": 768,
+  "model_class": "T5AdapterModel",
+  "model_name": "google-t5/t5-base",
+  "model_type": "t5",
+  "name": "amazon_cls",
+  "version": "0.2.0"
+}

pytorch_adapter.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58b7cd94b38049b4943f24285ea85f850a24deb499bc60ff3c863ae749dc7f8d
+size 3591154

pytorch_model_head.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bc286624f3b5ed9b4779afeeccd1b7ca52022cd55b0016ee69eab4147b1b284
+size 2370664