diff --git a/pgml-extension/src/bindings/mod.rs b/pgml-extension/src/bindings/mod.rs
index d877f490a..9c9449103 100644
--- a/pgml-extension/src/bindings/mod.rs
+++ b/pgml-extension/src/bindings/mod.rs
@@ -3,10 +3,31 @@ use std::fmt::Debug;
 use anyhow::{anyhow, Result};
 #[allow(unused_imports)] // used for test macros
 use pgrx::*;
-use pyo3::{PyResult, Python};
+use pyo3::{pyfunction, PyResult, Python};
 
 use crate::orm::*;
 
+#[pyfunction]
+fn r_insert_logs(project_id: i64, model_id: i64, logs: String) -> PyResult<String> {
+    let id_value = Spi::get_one_with_args::<i64>(
+        "INSERT INTO pgml.logs (project_id, model_id, logs) VALUES ($1, $2, $3::JSONB) RETURNING id;",
+        vec![
+            (PgBuiltInOids::INT8OID.oid(), project_id.into_datum()),
+            (PgBuiltInOids::INT8OID.oid(), model_id.into_datum()),
+            (PgBuiltInOids::TEXTOID.oid(), logs.into_datum()),
+        ],
+    )
+    .unwrap()
+    .unwrap();
+    Ok(format!("Inserted logs with id: {}", id_value))
+}
+
+#[pyfunction]
+fn r_print_info(info: String) -> PyResult<String> {
+    info!("{}", info);
+    Ok(info)
+}
+
 #[cfg(feature = "python")]
 #[macro_export]
 macro_rules! create_pymodule {
@@ -16,11 +37,11 @@ macro_rules! create_pymodule {
                 pyo3::Python::with_gil(|py| -> anyhow::Result<pyo3::Py<pyo3::types::PyModule>> {
                     use $crate::bindings::TracebackError;
                     let src = include_str!(concat!(env!("CARGO_MANIFEST_DIR"), $pyfile));
-                    Ok(
-                        pyo3::types::PyModule::from_code(py, src, "transformers.py", "__main__")
-                            .format_traceback(py)?
-                            .into(),
-                    )
+                    let module = pyo3::types::PyModule::from_code(py, src, "transformers.py", "__main__")
+                        .format_traceback(py)?;
+                    module.add_function(wrap_pyfunction!($crate::bindings::r_insert_logs, module)?)?;
+                    module.add_function(wrap_pyfunction!($crate::bindings::r_print_info, module)?)?;
+                    Ok(module.into())
                 })
             });
     };
diff --git a/pgml-extension/src/bindings/transformers/transformers.py b/pgml-extension/src/bindings/transformers/transformers.py
index 42ac43fe0..f3a6d63d4 100644
--- a/pgml-extension/src/bindings/transformers/transformers.py
+++ b/pgml-extension/src/bindings/transformers/transformers.py
@@ -55,7 +55,6 @@
 from trl import SFTTrainer, DataCollatorForCompletionOnlyLM
 from trl.trainer import ConstantLengthDataset
 from peft import LoraConfig, get_peft_model
-from pypgrx import print_info, insert_logs
 from abc import abstractmethod
 
 transformers.logging.set_verbosity_info()
@@ -1017,8 +1016,7 @@ def on_log(self, args, state, control, logs=None, **kwargs):
             logs["step"] = state.global_step
             logs["max_steps"] = state.max_steps
             logs["timestamp"] = str(datetime.now())
-            print_info(json.dumps(logs, indent=4))
-            insert_logs(self.project_id, self.model_id, json.dumps(logs))
+            r_print_info(json.dumps(logs, indent=4))
 
 
 class FineTuningBase:
@@ -1100,9 +1098,9 @@ def print_number_of_trainable_model_parameters(self, model):
                 trainable_model_params += param.numel()
 
         # Calculate and print the number and percentage of trainable parameters
-        print_info(f"Trainable model parameters: {trainable_model_params}")
-        print_info(f"All model parameters: {all_model_params}")
-        print_info(
+        r_print_info(f"Trainable model parameters: {trainable_model_params}")
+        r_print_info(f"All model parameters: {all_model_params}")
+        r_print_info(
             f"Percentage of trainable model parameters: {100 * trainable_model_params / all_model_params:.2f}%"
         )
 
@@ -1398,7 +1396,7 @@ def __init__(
                 "bias": "none",
                 "task_type": "CAUSAL_LM",
             }
-            print_info(
+            r_print_info(
                 "LoRA configuration are not set. Using default parameters"
                 + json.dumps(self.lora_config_params)
             )
@@ -1465,7 +1463,7 @@ def formatting_prompts_func(example):
             peft_config=LoraConfig(**self.lora_config_params),
             callbacks=[PGMLCallback(self.project_id, self.model_id)],
         )
-        print_info("Creating Supervised Fine Tuning trainer done. Training ... ")
+        r_print_info("Creating Supervised Fine Tuning trainer done. Training ... ")
 
         # Train
         self.trainer.train()

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