Upload folder using huggingface_hub

README.md

@@ -15,7 +15,7 @@ datasets:
 pipeline_tag: text-classification
 ---
 
-# MS-MARCO MiniLM Reranker for ROR Affiliation Matching
+# ms-marco-ror-reranker
 
 A cross-encoder reranker fine-tuned for Research Organization Registry (ROR) affiliation matching.
 
@@ -27,10 +27,10 @@ It reranks candidate ROR organizations given an affiliation string query.
 ## Training
 
 - **Base model**: cross-encoder/ms-marco-MiniLM-L-12-v2
-- **Training examples**: 127,011
+- **Training examples**: 45,061
 - **Training traces**: 2,004
 - **Negative sampling**: Hard negatives from retrieval candidates
-- **Epochs**: 5
+- **Epochs**: 3
 - **Batch size**: 16
 - **Learning rate**: 2e-05
 - **Max sequence length**: 256
@@ -62,4 +62,4 @@ Trained on traces from `cometadata/ror-pipeline-traces` (affrodb_s2aff_traces co
 
 ## Timestamp
 
-2026-01-07T02:10:33.651817+00:00
+2026-01-07T21:35:26.376404+00:00

eval/CrossEncoderClassificationEvaluator_val_results.csv

@@ -1,6 +1,4 @@
 epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
-1.0,7145,0.9849618140303913,3.103402,0.8828939301042306,1.4461942,0.9314359637774903,0.8391608391608392,0.9246121033789791
-2.0,14290,0.9900795212975356,1.1970022,0.9252669039145908,1.1970022,0.9420289855072463,0.9090909090909091,0.968790857063443
-3.0,21435,0.9933076135737343,0.2688725,0.9496743635287153,0.2688725,0.9651022864019254,0.9347319347319347,0.981994141242729
-4.0,28580,0.9943311550271632,0.829528,0.9576968272620446,-1.8397098,0.9656398104265402,0.9498834498834499,0.9849315596449888
-5.0,35725,0.9947248248169436,3.630054,0.9598562013181545,3.630054,0.9876695437731196,0.9335664335664335,0.9873970721484285
+1.0,2535,0.9600532623169108,1.5958042,0.9225473321858864,0.9742241,0.9387040280210157,0.9069373942470389,0.9650356033132076
+2.0,5070,0.9742565468264536,-0.18050016,0.9508057675996607,-0.18050016,0.9532312925170068,0.9483925549915397,0.9838772973529745
+3.0,7605,0.9806924101198402,-0.44254795,0.9633992427429533,-1.1051955,0.9581589958158996,0.9686971235194586,0.9893681914571891

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:11073e87658df34d5ec27729a30ff9ed62e88154bd43285c34486344f0b185fb
+oid sha256:5ca34208e0046e77cc5f072acd6ff12c4bd800c018a2a472962dfcdc1392d2e7
 size 133464836