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README.md

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+---
+library_name: gliner
+pipeline_tag: token-classification
+license: mit
+tags:
+- gliner
+- relation-extraction
+- data-use
+- v0
+- alpha
+---
+
+# datause-relation-v0
+
+Fine-tuned GLiNER2 adapter for relation extraction in Data Use impact assessment pipeline.
+
+**Architecture:** LoRA adapter for `fastino/gliner2-large-v1`  
+**Relations:** has_organization, used_by, has_acronym, has_timeframe, has_geography  
+**Training data:** LLM-generated synthetic + real-world PDF text  
+**Status:** v0 alpha — initial fine-tuning.
+
+## Usage
+
+```python
+from gliner import GLiNER2
+
+model = GLiNER2.from_pretrained("fastino/gliner2-large-v1")
+model.load_adapter("ai4data/datause-relation-v0")
+```
+
+## Pipeline Integration
+
+Call 1b in 3-model swarm:
+- Call 1: Entity extraction (`ai4data/datause-extraction`)
+- **Call 1b: Relation extraction (this model)**
+- Call 2: Classification (`ai4data/datause-impact-v0`)

adapter_config.json

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+{
+  "alora_invocation_tokens": null,
+  "alpha_pattern": {},
+  "arrow_config": null,
+  "auto_mapping": {
+    "base_model_class": "GLiNER2",
+    "parent_library": "gliner2.inference.engine"
+  },
+  "base_model_name_or_path": "fastino/gliner2-large-v1",
+  "bias": "none",
+  "corda_config": null,
+  "ensure_weight_tying": false,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 16.0,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "lora_ga_config": null,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "peft_version": "0.19.1",
+  "qalora_group_size": 16,
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "out_project.3",
+    "project_start.3",
+    "projector.2",
+    "project_end.0",
+    "value_proj",
+    "project_end.3",
+    "projector.0",
+    "out_project.0",
+    "count_pred.0",
+    "classifier.0",
+    "classifier.2",
+    "dense",
+    "query_proj",
+    "key_proj",
+    "count_pred.2",
+    "project_start.0"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_bdlora": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c196634ec7c0f3c65b80b18fa4ec96a8adf55e2c11699658658930374122353a
+size 15905512