newly trained model which is trained to select the best financial statement column for a given query among all the financial statement columns

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "jinaai/jina-embeddings-v2-base-en",
+  "_name_or_path": "jinaai/jina-embeddings-v2-small-en",
   "architectures": [
     "BertModel"
   ],
@@ -16,15 +16,15 @@
   "gradient_checkpointing": false,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
-  "hidden_size": 768,
+  "hidden_size": 512,
   "initializer_range": 0.02,
-  "intermediate_size": 3072,
+  "intermediate_size": 2048,
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 8192,
   "model_max_length": 8192,
   "model_type": "bert",
-  "num_attention_heads": 12,
-  "num_hidden_layers": 12,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 4,
   "pad_token_id": 0,
   "position_embedding_type": "alibi",
   "torch_dtype": "float32",

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3af1390a4f2c538465c523947c71042cd2b15e7d13c28bc690d60a9bb70477d0
-size 461562736
+oid sha256:98789fae6c59630f490ed87a2ec69d10e034853d11c8a3acdb7549baba307a9e
+size 130803392