diff --git a/transformers/synthetix/.sqlfluff b/transformers/synthetix/.sqlfluff
index 8b1c4c38..37591132 100644
--- a/transformers/synthetix/.sqlfluff
+++ b/transformers/synthetix/.sqlfluff
@@ -1,6 +1,6 @@
 [sqlfluff]
 dialect = postgres
-templater = jinja
+ignore = templating
 runaway_limit = 10
 max_line_length = 80
 indent_unit = space
diff --git a/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_collateral_arbitrum_mainnet.sql b/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_collateral_arbitrum_mainnet.sql
index 12244a88..61209af0 100644
--- a/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_collateral_arbitrum_mainnet.sql
+++ b/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_collateral_arbitrum_mainnet.sql
@@ -1,43 +1,40 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            amount AS numeric
-        ) AS amount,
-        CAST(
-            "value" AS numeric
-        ) AS collateral_value
-    FROM
+        cast(
+            amount as numeric
+        ) as amount,
+        cast(
+            value as numeric
+        ) as collateral_value
+    from
         {{ source(
             'raw_arbitrum_mainnet',
             "core_get_vault_collateral"
         ) }}
-    WHERE
-        amount IS NOT NULL
+    where
+        amount is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.amount') }} AS amount,
-    {{ convert_wei('base.collateral_value') }} AS collateral_value
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.amount') }} as amount,
+    {{ convert_wei('base.collateral_value') }} as collateral_value
+from
     base
-    JOIN {{ ref('blocks_arbitrum_mainnet') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_arbitrum_mainnet', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_debt_arbitrum_mainnet.sql b/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_debt_arbitrum_mainnet.sql
index a3cace75..579a4592 100644
--- a/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_debt_arbitrum_mainnet.sql
+++ b/transformers/synthetix/models/raw/arbitrum/mainnet/core/core_vault_debt_arbitrum_mainnet.sql
@@ -1,39 +1,36 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            value_1 AS numeric
-        ) AS debt
-    FROM
+        cast(
+            value_1 as numeric
+        ) as debt
+    from
         {{ source(
             'raw_arbitrum_mainnet',
             "core_get_vault_debt"
         ) }}
-    WHERE
-        value_1 IS NOT NULL
+    where
+        value_1 is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.debt') }} AS debt
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.debt') }} as debt
+from
     base
-    JOIN {{ ref('blocks_arbitrum_mainnet') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_arbitrum_mainnet', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_collateral_arbitrum_sepolia.sql b/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_collateral_arbitrum_sepolia.sql
index b3a9754c..5c19fd03 100644
--- a/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_collateral_arbitrum_sepolia.sql
+++ b/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_collateral_arbitrum_sepolia.sql
@@ -1,43 +1,40 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            amount AS numeric
-        ) AS amount,
-        CAST(
-            "value" AS numeric
-        ) AS collateral_value
-    FROM
+        cast(
+            amount as numeric
+        ) as amount,
+        cast(
+            value as numeric
+        ) as collateral_value
+    from
         {{ source(
             'raw_arbitrum_sepolia',
             "core_get_vault_collateral"
         ) }}
-    WHERE
-        amount IS NOT NULL
+    where
+        amount is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.amount') }} AS amount,
-    {{ convert_wei('base.collateral_value') }} AS collateral_value
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.amount') }} as amount,
+    {{ convert_wei('base.collateral_value') }} as collateral_value
+from
     base
-    JOIN {{ ref('blocks_arbitrum_sepolia') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_arbitrum_sepolia', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_debt_arbitrum_sepolia.sql b/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_debt_arbitrum_sepolia.sql
index faee00b3..562dfc79 100644
--- a/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_debt_arbitrum_sepolia.sql
+++ b/transformers/synthetix/models/raw/arbitrum/sepolia/core/core_vault_debt_arbitrum_sepolia.sql
@@ -1,39 +1,36 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            value_1 AS numeric
-        ) AS debt
-    FROM
+        cast(
+            value_1 as numeric
+        ) as debt
+    from
         {{ source(
             'raw_arbitrum_sepolia',
             "core_get_vault_debt"
         ) }}
-    WHERE
-        value_1 IS NOT NULL
+    where
+        value_1 is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.debt') }} AS debt
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.debt') }} as debt
+from
     base
-    JOIN {{ ref('blocks_arbitrum_sepolia') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_arbitrum_sepolia', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/base/mainnet/core/core_vault_collateral_base_mainnet.sql b/transformers/synthetix/models/raw/base/mainnet/core/core_vault_collateral_base_mainnet.sql
index affe3382..499b4bb1 100644
--- a/transformers/synthetix/models/raw/base/mainnet/core/core_vault_collateral_base_mainnet.sql
+++ b/transformers/synthetix/models/raw/base/mainnet/core/core_vault_collateral_base_mainnet.sql
@@ -1,44 +1,40 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            amount AS numeric
-        ) AS amount,
-        CAST(
-            "value" AS numeric
-        ) AS collateral_value
-    FROM
+        cast(
+            amount as numeric
+        ) as amount,
+        cast(
+            value as numeric
+        ) as collateral_value
+    from
         {{ source(
             'raw_base_mainnet',
             "core_get_vault_collateral"
         ) }}
-    WHERE
-        amount IS NOT NULL
+    where
+        amount is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.amount') }} AS amount,
-    {{ convert_wei('base.collateral_value') }} AS collateral_value
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.amount') }} as amount,
+    {{ convert_wei('base.collateral_value') }} as collateral_value
+from
     base
-    JOIN {{ ref('blocks_base_mainnet') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_base_mainnet', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/base/mainnet/core/core_vault_debt_base_mainnet.sql b/transformers/synthetix/models/raw/base/mainnet/core/core_vault_debt_base_mainnet.sql
index 67a575da..d80c6bd8 100644
--- a/transformers/synthetix/models/raw/base/mainnet/core/core_vault_debt_base_mainnet.sql
+++ b/transformers/synthetix/models/raw/base/mainnet/core/core_vault_debt_base_mainnet.sql
@@ -1,40 +1,36 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            value_1 AS numeric
-        ) AS debt
-    FROM
+        cast(
+            value_1 as numeric
+        ) as debt
+    from
         {{ source(
             'raw_base_mainnet',
             "core_get_vault_debt"
         ) }}
-    WHERE
-        value_1 IS NOT NULL
+    where
+        value_1 is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.debt') }} AS debt
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.debt') }} as debt
+from
     base
-    JOIN {{ ref('blocks_base_mainnet') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_base_mainnet', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/base/sepolia/core/core_vault_collateral_base_sepolia.sql b/transformers/synthetix/models/raw/base/sepolia/core/core_vault_collateral_base_sepolia.sql
index 28fa8cb5..162f7f7f 100644
--- a/transformers/synthetix/models/raw/base/sepolia/core/core_vault_collateral_base_sepolia.sql
+++ b/transformers/synthetix/models/raw/base/sepolia/core/core_vault_collateral_base_sepolia.sql
@@ -1,43 +1,40 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            amount AS numeric
-        ) AS amount,
-        CAST(
-            "value" AS numeric
-        ) AS collateral_value
-    FROM
+        cast(
+            amount as numeric
+        ) as amount,
+        cast(
+            value as numeric
+        ) as collateral_value
+    from
         {{ source(
             'raw_base_sepolia',
             "core_get_vault_collateral"
         ) }}
-    WHERE
-        amount IS NOT NULL
+    where
+        amount is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.amount') }} AS amount,
-    {{ convert_wei('base.collateral_value') }} AS collateral_value
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.amount') }} as amount,
+    {{ convert_wei('base.collateral_value') }} as collateral_value
+from
     base
-    JOIN {{ ref('blocks_base_sepolia') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_base_sepolia', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/base/sepolia/core/core_vault_debt_base_sepolia.sql b/transformers/synthetix/models/raw/base/sepolia/core/core_vault_debt_base_sepolia.sql
index 841731ad..2170054d 100644
--- a/transformers/synthetix/models/raw/base/sepolia/core/core_vault_debt_base_sepolia.sql
+++ b/transformers/synthetix/models/raw/base/sepolia/core/core_vault_debt_base_sepolia.sql
@@ -1,39 +1,36 @@
-{{
-    config(
-        materialized='table'
-    )
-}}
-
-WITH base AS (
-    SELECT
+with base as (
+    select
         block_number,
         contract_address,
         chain_id,
         pool_id,
         collateral_type,
-        CAST(
-            value_1 AS numeric
-        ) AS debt
-    FROM
+        cast(
+            value_1 as numeric
+        ) as debt
+    from
         {{ source(
             'raw_base_sepolia',
             "core_get_vault_debt"
         ) }}
-    WHERE
-        value_1 IS NOT NULL
+    where
+        value_1 is not null
 )
-SELECT
-    blocks.ts,
-    base.block_number,
+
+select
+    to_timestamp(blocks.timestamp) as ts,
+    cast(
+        blocks.block_number as integer
+    ) as block_number,
     base.contract_address,
-    CAST(
-        base.pool_id AS INTEGER
-    ) AS pool_id,
-    CAST(
-        base.collateral_type AS VARCHAR
-    ) AS collateral_type,
-    {{ convert_wei('base.debt') }} AS debt
-FROM
+    cast(
+        base.pool_id as integer
+    ) as pool_id,
+    cast(
+        base.collateral_type as varchar
+    ) as collateral_type,
+    {{ convert_wei('base.debt') }} as debt
+from
     base
-    JOIN {{ ref('blocks_base_sepolia') }} AS blocks
-    ON base.block_number = blocks.block_number
+inner join {{ source('raw_base_sepolia', 'blocks_parquet') }} as blocks
+    on base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_collateral_eth_mainnet.sql b/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_collateral_eth_mainnet.sql
index 0068b34b..b1379093 100644
--- a/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_collateral_eth_mainnet.sql
+++ b/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_collateral_eth_mainnet.sql
@@ -33,5 +33,5 @@ SELECT
     {{ convert_wei('base.collateral_value') }} AS collateral_value
 FROM
     base
-    JOIN {{ ref('blocks_eth_mainnet') }} AS blocks
+    JOIN {{ source('raw_eth_mainnet', 'blocks_parquet') }} AS blocks
     ON base.block_number = blocks.block_number
diff --git a/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_debt_eth_mainnet.sql b/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_debt_eth_mainnet.sql
index a5a1b516..b9fd9036 100644
--- a/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_debt_eth_mainnet.sql
+++ b/transformers/synthetix/models/raw/eth/mainnet/core/core_vault_debt_eth_mainnet.sql
@@ -29,5 +29,5 @@ SELECT
     {{ convert_wei('base.debt') }} AS debt
 FROM
     base
-    JOIN {{ ref('blocks_eth_mainnet') }} AS blocks
+    JOIN {{ source('raw_eth_mainnet', 'blocks_parquet') }} AS blocks
     ON base.block_number = blocks.block_number