Upload 4 files

This is a Pfieffer adapter model for NER, trained on beth, partners and all data available in n2c2 dataset (previously i2b2). The name of head is 'ner' and can be loaded as per instruction in readme file.

adapter_config.json

@@ -0,0 +1,40 @@
+{
+  "config": {
+    "adapter_residual_before_ln": false,
+    "cross_adapter": false,
+    "factorized_phm_W": true,
+    "factorized_phm_rule": false,
+    "hypercomplex_nonlinearity": "glorot-uniform",
+    "init_weights": "bert",
+    "inv_adapter": null,
+    "inv_adapter_reduction_factor": null,
+    "is_parallel": false,
+    "learn_phm": true,
+    "leave_out": [],
+    "ln_after": false,
+    "ln_before": false,
+    "mh_adapter": false,
+    "non_linearity": "relu",
+    "original_ln_after": true,
+    "original_ln_before": true,
+    "output_adapter": true,
+    "phm_bias": true,
+    "phm_c_init": "normal",
+    "phm_dim": 4,
+    "phm_init_range": 0.0001,
+    "phm_layer": false,
+    "phm_rank": 1,
+    "reduction_factor": 2,
+    "residual_before_ln": true,
+    "scaling": 1.0,
+    "shared_W_phm": false,
+    "shared_phm_rule": true,
+    "use_gating": false
+  },
+  "hidden_size": 768,
+  "model_class": "BertAdapterModel",
+  "model_name": "bert-base-uncased",
+  "model_type": "bert",
+  "name": "ner",
+  "version": "0.1.0"
+}

head_config.json

@@ -0,0 +1,24 @@
+{
+  "config": {
+    "activation_function": "tanh",
+    "dropout_prob": null,
+    "head_type": "tagging",
+    "label2id": {
+      "B-problem": 3,
+      "B-test": 1,
+      "B-treatment": 5,
+      "I-problem": 4,
+      "I-test": 2,
+      "I-treatment": 6,
+      "O": 0
+    },
+    "layers": 1,
+    "num_labels": 7
+  },
+  "hidden_size": 768,
+  "model_class": "BertAdapterModel",
+  "model_name": "bert-base-uncased",
+  "model_type": "bert",
+  "name": "ner",
+  "version": "0.1.0"
+}

pytorch_adapter.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37bd8c79c709565e71cbdc5abcaed47d4039652f73c03b3c36ac8ddd09ea8330
+size 28384166

pytorch_model_head.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2adcf9288356c020ccf1579f47d400ddb2c67d4e7f7faba3b9fa849d8f3b123e
+size 23066