diff --git a/backends/candle/tests/snapshots/test_bert__mini_batch.snap b/backends/candle/tests/snapshots/test_bert__bert_batch.snap
similarity index 100%
rename from backends/candle/tests/snapshots/test_bert__mini_batch.snap
rename to backends/candle/tests/snapshots/test_bert__bert_batch.snap
diff --git a/backends/candle/tests/snapshots/test_bert__bert_batch_pooled.snap b/backends/candle/tests/snapshots/test_bert__bert_batch_pooled.snap
new file mode 100644
index 000000000..3e14b8176
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_bert__bert_batch_pooled.snap
@@ -0,0 +1,1156 @@
+---
+source: backends/candle/tests/test_bert.rs
+expression: pooled_embeddings_batch
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diff --git a/backends/candle/tests/snapshots/test_bert__bert_batch_raw.snap b/backends/candle/tests/snapshots/test_bert__bert_batch_raw.snap
new file mode 100644
index 000000000..3c8edf637
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_bert__bert_batch_raw.snap
@@ -0,0 +1,8452 @@
+---
+source: backends/candle/tests/test_bert.rs
+expression: raw_embeddings_batch
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diff --git a/backends/candle/tests/snapshots/test_bert__bert_single.snap b/backends/candle/tests/snapshots/test_bert__bert_single.snap
new file mode 100644
index 000000000..7e9bfecba
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_bert__bert_single.snap
@@ -0,0 +1,388 @@
+---
+source: backends/candle/tests/test_bert.rs
+expression: embeddings_single
+---
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diff --git a/backends/candle/tests/snapshots/test_bert__bert_single_pooled.snap b/backends/candle/tests/snapshots/test_bert__bert_single_pooled.snap
new file mode 100644
index 000000000..730797d07
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_bert__bert_single_pooled.snap
@@ -0,0 +1,388 @@
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diff --git a/backends/candle/tests/snapshots/test_bert__bert_single_raw.snap b/backends/candle/tests/snapshots/test_bert__bert_single_raw.snap
new file mode 100644
index 000000000..f6f802d33
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_bert__bert_single_raw.snap
@@ -0,0 +1,2692 @@
+---
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diff --git a/backends/candle/tests/snapshots/test_bert__mini_batch_pooled.snap b/backends/candle/tests/snapshots/test_bert__mini_batch_pooled.snap
deleted file mode 100644
index 0c3e64d52..000000000
--- a/backends/candle/tests/snapshots/test_bert__mini_batch_pooled.snap
+++ /dev/null
@@ -1,1156 +0,0 @@
----
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diff --git a/backends/candle/tests/snapshots/test_bert__mini_batch_raw.snap b/backends/candle/tests/snapshots/test_bert__mini_batch_raw.snap
deleted file mode 100644
index 56048a1fc..000000000
--- a/backends/candle/tests/snapshots/test_bert__mini_batch_raw.snap
+++ /dev/null
@@ -1,8453 +0,0 @@
----
-source: backends/candle/tests/test_bert.rs
-assertion_line: 99
-expression: raw_embeddings_batch
----
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diff --git a/backends/candle/tests/snapshots/test_bert__mini_single.snap b/backends/candle/tests/snapshots/test_bert__mini_single.snap
deleted file mode 100644
index 5dd9a346e..000000000
--- a/backends/candle/tests/snapshots/test_bert__mini_single.snap
+++ /dev/null
@@ -1,388 +0,0 @@
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diff --git a/backends/candle/tests/snapshots/test_bert__mini_single_pooled.snap b/backends/candle/tests/snapshots/test_bert__mini_single_pooled.snap
deleted file mode 100644
index 7cd4d8276..000000000
--- a/backends/candle/tests/snapshots/test_bert__mini_single_pooled.snap
+++ /dev/null
@@ -1,389 +0,0 @@
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diff --git a/backends/candle/tests/snapshots/test_bert__mini_single_raw.snap b/backends/candle/tests/snapshots/test_bert__mini_single_raw.snap
deleted file mode 100644
index 08f0b192a..000000000
--- a/backends/candle/tests/snapshots/test_bert__mini_single_raw.snap
+++ /dev/null
@@ -1,2692 +0,0 @@
----
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diff --git a/backends/candle/tests/snapshots/test_gte__alibaba_gte_single.snap b/backends/candle/tests/snapshots/test_gte__alibaba_gte_single.snap
index 6b03d6bee..94065f486 100644
--- a/backends/candle/tests/snapshots/test_gte__alibaba_gte_single.snap
+++ b/backends/candle/tests/snapshots/test_gte__alibaba_gte_single.snap
@@ -1,773 +1,772 @@
 ---
 source: backends/candle/tests/test_gte.rs
-assertion_line: 45
 expression: embeddings_single
 ---
-- - 0.44259304
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diff --git a/backends/candle/tests/snapshots/test_gte__alibaba_new_gte_single.snap b/backends/candle/tests/snapshots/test_gte__alibaba_new_gte_single.snap
index 82b75876e..d21488d60 100644
--- a/backends/candle/tests/snapshots/test_gte__alibaba_new_gte_single.snap
+++ b/backends/candle/tests/snapshots/test_gte__alibaba_new_gte_single.snap
@@ -2,771 +2,771 @@
 source: backends/candle/tests/test_gte.rs
 expression: embeddings_single
 ---
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diff --git a/backends/candle/tests/snapshots/test_gte__snowflake_gte_single.snap b/backends/candle/tests/snapshots/test_gte__snowflake_gte_single.snap
index 6e820abd4..bf78ce3a3 100644
--- a/backends/candle/tests/snapshots/test_gte__snowflake_gte_single.snap
+++ b/backends/candle/tests/snapshots/test_gte__snowflake_gte_single.snap
@@ -1,773 +1,772 @@
 ---
 source: backends/candle/tests/test_gte.rs
-assertion_line: 88
 expression: embeddings_single
 ---
-- - 1.7535143
-  - 0.7986105
-  - -1.1071546
-  - -0.33139637
-  - 1.0045894
-  - -0.7902335
-  - -0.5238404
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-  - -0.6993313
-  - 0.089202106
-  - -0.86202216
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_single.snap b/backends/candle/tests/snapshots/test_modernbert__mini_single.snap
deleted file mode 100644
index 6cce986f3..000000000
--- a/backends/candle/tests/snapshots/test_modernbert__mini_single.snap
+++ /dev/null
@@ -1,772 +0,0 @@
----
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-expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_single_pooled.snap b/backends/candle/tests/snapshots/test_modernbert__mini_single_pooled.snap
deleted file mode 100644
index 8578ebf5c..000000000
--- a/backends/candle/tests/snapshots/test_modernbert__mini_single_pooled.snap
+++ /dev/null
@@ -1,772 +0,0 @@
----
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-expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_single_raw.snap b/backends/candle/tests/snapshots/test_modernbert__mini_single_raw.snap
deleted file mode 100644
index a406aff52..000000000
--- a/backends/candle/tests/snapshots/test_modernbert__mini_single_raw.snap
+++ /dev/null
@@ -1,5380 +0,0 @@
----
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_batch.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch.snap
similarity index 100%
rename from backends/candle/tests/snapshots/test_modernbert__mini_batch.snap
rename to backends/candle/tests/snapshots/test_modernbert__modernbert_batch.snap
diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_flash.snap
new file mode 100644
index 000000000..49deb0693
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_flash.snap
@@ -0,0 +1,2308 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_batch
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_batch_pooled.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_pooled.snap
similarity index 100%
rename from backends/candle/tests/snapshots/test_modernbert__mini_batch_pooled.snap
rename to backends/candle/tests/snapshots/test_modernbert__modernbert_batch_pooled.snap
diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_pooled_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_pooled_flash.snap
new file mode 100644
index 000000000..36dc8977e
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_pooled_flash.snap
@@ -0,0 +1,2308 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: pooled_embeddings_batch
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diff --git a/backends/candle/tests/snapshots/test_modernbert__mini_batch_raw.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_raw.snap
similarity index 100%
rename from backends/candle/tests/snapshots/test_modernbert__mini_batch_raw.snap
rename to backends/candle/tests/snapshots/test_modernbert__modernbert_batch_raw.snap
diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_raw_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_raw_flash.snap
new file mode 100644
index 000000000..8e59e6cf6
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_batch_raw_flash.snap
@@ -0,0 +1,15364 @@
+---
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single.snap
new file mode 100644
index 000000000..693f34bef
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_flash.snap
new file mode 100644
index 000000000..693f34bef
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_flash.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled.snap
new file mode 100644
index 000000000..d1138ed03
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled_flash.snap
new file mode 100644
index 000000000..d1138ed03
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_pooled_flash.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw.snap
new file mode 100644
index 000000000..6f565c3d1
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw.snap
@@ -0,0 +1,5380 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw_flash.snap b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw_flash.snap
new file mode 100644
index 000000000..6f565c3d1
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_modernbert__modernbert_single_raw_flash.snap
@@ -0,0 +1,5380 @@
+---
+source: backends/candle/tests/test_modernbert.rs
+expression: embeddings_single
+---
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_batch.snap b/backends/candle/tests/snapshots/test_mpnet__mini_batch.snap
deleted file mode 100644
index 441ea0049..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_batch.snap
+++ /dev/null
@@ -1,2308 +0,0 @@
----
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_batch_pooled.snap b/backends/candle/tests/snapshots/test_mpnet__mini_batch_pooled.snap
deleted file mode 100644
index 6d7787fd0..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_batch_pooled.snap
+++ /dev/null
@@ -1,2308 +0,0 @@
----
-source: backends/candle/tests/test_mpnet.rs
-expression: pooled_embeddings_batch
----
-- - -0.021286005
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_batch_raw.snap b/backends/candle/tests/snapshots/test_mpnet__mini_batch_raw.snap
deleted file mode 100644
index 7c2b68990..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_batch_raw.snap
+++ /dev/null
@@ -1,16900 +0,0 @@
----
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_single.snap b/backends/candle/tests/snapshots/test_mpnet__mini_single.snap
deleted file mode 100644
index 554d827b5..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_single.snap
+++ /dev/null
@@ -1,772 +0,0 @@
----
-source: backends/candle/tests/test_mpnet.rs
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----
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_single_pooled.snap b/backends/candle/tests/snapshots/test_mpnet__mini_single_pooled.snap
deleted file mode 100644
index 9791010b7..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_single_pooled.snap
+++ /dev/null
@@ -1,772 +0,0 @@
----
-source: backends/candle/tests/test_mpnet.rs
-expression: embeddings_single
----
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mini_single_raw.snap b/backends/candle/tests/snapshots/test_mpnet__mini_single_raw.snap
deleted file mode 100644
index e80c9e574..000000000
--- a/backends/candle/tests/snapshots/test_mpnet__mini_single_raw.snap
+++ /dev/null
@@ -1,5380 +0,0 @@
----
-source: backends/candle/tests/test_mpnet.rs
-expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_batch.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch.snap
new file mode 100644
index 000000000..5d56879c1
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch.snap
@@ -0,0 +1,2308 @@
+---
+source: backends/candle/tests/test_mpnet.rs
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_pooled.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_pooled.snap
new file mode 100644
index 000000000..a5206d56e
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_pooled.snap
@@ -0,0 +1,2308 @@
+---
+source: backends/candle/tests/test_mpnet.rs
+expression: pooled_embeddings_batch
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_raw.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_raw.snap
new file mode 100644
index 000000000..e3f6c7393
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_batch_raw.snap
@@ -0,0 +1,16900 @@
+---
+source: backends/candle/tests/test_mpnet.rs
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_single.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_single.snap
new file mode 100644
index 000000000..d22fb69ca
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_single.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_mpnet.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_single_pooled.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_single_pooled.snap
new file mode 100644
index 000000000..cdee1d378
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_single_pooled.snap
@@ -0,0 +1,772 @@
+---
+source: backends/candle/tests/test_mpnet.rs
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diff --git a/backends/candle/tests/snapshots/test_mpnet__mpnet_single_raw.snap b/backends/candle/tests/snapshots/test_mpnet__mpnet_single_raw.snap
new file mode 100644
index 000000000..4fa6ecb22
--- /dev/null
+++ b/backends/candle/tests/snapshots/test_mpnet__mpnet_single_raw.snap
@@ -0,0 +1,5380 @@
+---
+source: backends/candle/tests/test_mpnet.rs
+expression: embeddings_single
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diff --git a/backends/candle/tests/test_bert.rs b/backends/candle/tests/test_bert.rs
index 5cc8e413c..4d35b4d4b 100644
--- a/backends/candle/tests/test_bert.rs
+++ b/backends/candle/tests/test_bert.rs
@@ -8,7 +8,7 @@ use text_embeddings_backend_core::{Backend, ModelType, Pool};
 
 #[test]
 #[serial_test::serial]
-fn test_mini() -> Result<()> {
+fn test_bert() -> Result<()> {
     let model_root = download_artifacts("sentence-transformers/all-MiniLM-L6-v2", None).unwrap();
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -32,7 +32,7 @@ fn test_mini() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_batch)?);
     let embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch", embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("bert_batch", embeddings_batch, &matcher);
 
     let input_single = batch(
         vec![tokenizer.encode("What is Deep Learning?", true).unwrap()],
@@ -43,7 +43,7 @@ fn test_mini() -> Result<()> {
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
 
-    insta::assert_yaml_snapshot!("mini_single", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("bert_single", embeddings_single, &matcher);
     assert_eq!(embeddings_batch[0], embeddings_single[0]);
     assert_eq!(embeddings_batch[2], embeddings_single[0]);
 
@@ -68,7 +68,7 @@ fn test_mini() -> Result<()> {
 
 #[test]
 #[serial_test::serial]
-fn test_mini_pooled_raw() -> Result<()> {
+fn test_bert_pooled_raw() -> Result<()> {
     let model_root = download_artifacts("sentence-transformers/all-MiniLM-L6-v2", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -95,10 +95,10 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, raw_embeddings) = sort_embeddings(backend.embed(input_batch)?);
     let pooled_embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_pooled", pooled_embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("bert_batch_pooled", pooled_embeddings_batch, &matcher);
 
     let raw_embeddings_batch = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_raw", raw_embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("bert_batch_raw", raw_embeddings_batch, &matcher);
 
     // Check that the first token of each raw embeddings member is the same as the cls pooling ones
     assert_eq!(pooled_embeddings_batch[0], raw_embeddings_batch[0]);
@@ -114,7 +114,7 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_pooled", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("bert_single_pooled", embeddings_single, &matcher);
 
     assert_eq!(pooled_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(pooled_embeddings_batch[2], embeddings_single[0]);
@@ -127,7 +127,7 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (_, raw_embeddings) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_raw", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("bert_single_raw", embeddings_single, &matcher);
 
     assert_eq!(raw_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(raw_embeddings_batch[15], embeddings_single[0]);
diff --git a/backends/candle/tests/test_gte.rs b/backends/candle/tests/test_gte.rs
index 7f30048fe..b8fe38929 100644
--- a/backends/candle/tests/test_gte.rs
+++ b/backends/candle/tests/test_gte.rs
@@ -7,6 +7,7 @@ use text_embeddings_backend_candle::CandleBackend;
 use text_embeddings_backend_core::{Backend, ModelType, Pool};
 
 #[test]
+#[serial_test::serial]
 fn test_alibaba_gte() -> Result<()> {
     let model_root = download_artifacts("Alibaba-NLP/gte-base-en-v1.5", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
@@ -50,6 +51,7 @@ fn test_alibaba_gte() -> Result<()> {
 }
 
 #[test]
+#[serial_test::serial]
 fn test_alibaba_gte_new() -> Result<()> {
     let model_root = download_artifacts("Alibaba-NLP/gte-multilingual-base", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
@@ -93,6 +95,7 @@ fn test_alibaba_gte_new() -> Result<()> {
 }
 
 #[test]
+#[serial_test::serial]
 fn test_snowflake_gte() -> Result<()> {
     let model_root = download_artifacts("Snowflake/snowflake-arctic-embed-m-v2.0", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
diff --git a/backends/candle/tests/test_modernbert.rs b/backends/candle/tests/test_modernbert.rs
index 2ed288c01..1bf4ee039 100644
--- a/backends/candle/tests/test_modernbert.rs
+++ b/backends/candle/tests/test_modernbert.rs
@@ -10,7 +10,7 @@ use text_embeddings_backend_core::{Backend, ModelType, Pool};
 
 #[test]
 #[serial_test::serial]
-fn test_mini() -> Result<()> {
+fn test_modernbert() -> Result<()> {
     let model_root = download_artifacts("answerdotai/ModernBERT-base", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -34,7 +34,11 @@ fn test_mini() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_batch)?);
     let embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch", embeddings_batch, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!("modernbert_batch_flash", embeddings_batch, &matcher);
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_batch", embeddings_batch, &matcher);
+    }
 
     let input_single = batch(
         vec![tokenizer.encode("What is Deep Learning?", true).unwrap()],
@@ -45,7 +49,11 @@ fn test_mini() -> Result<()> {
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
 
-    insta::assert_yaml_snapshot!("mini_single", embeddings_single, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!("modernbert_single_flash", embeddings_single, &matcher);
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_single", embeddings_single, &matcher);
+    }
     assert_eq!(embeddings_batch[0], embeddings_single[0]);
     assert_eq!(embeddings_batch[2], embeddings_single[0]);
 
@@ -70,7 +78,7 @@ fn test_mini() -> Result<()> {
 
 #[test]
 #[serial_test::serial]
-fn test_mini_pooled_raw() -> Result<()> {
+fn test_modernbert_pooled_raw() -> Result<()> {
     let model_root = download_artifacts("answerdotai/ModernBERT-base", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -97,10 +105,22 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, raw_embeddings) = sort_embeddings(backend.embed(input_batch)?);
     let pooled_embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_pooled", pooled_embeddings_batch, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!(
+            "modernbert_batch_pooled_flash",
+            pooled_embeddings_batch,
+            &matcher
+        );
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_batch_pooled", pooled_embeddings_batch, &matcher);
+    }
 
     let raw_embeddings_batch = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_raw", raw_embeddings_batch, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!("modernbert_batch_raw_flash", raw_embeddings_batch, &matcher);
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_batch_raw", raw_embeddings_batch, &matcher);
+    }
 
     // Check that the first token of each raw embeddings member is the same as the cls pooling ones
     assert_eq!(pooled_embeddings_batch[0], raw_embeddings_batch[0]);
@@ -116,7 +136,15 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_pooled", embeddings_single, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!(
+            "modernbert_single_pooled_flash",
+            embeddings_single,
+            &matcher
+        );
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_single_pooled", embeddings_single, &matcher);
+    }
 
     assert_eq!(pooled_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(pooled_embeddings_batch[2], embeddings_single[0]);
@@ -129,7 +157,11 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (_, raw_embeddings) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_raw", embeddings_single, &matcher);
+    if cfg!(all(feature = "cuda", feature = "flash-attn")) {
+        insta::assert_yaml_snapshot!("modernbert_single_raw_flash", embeddings_single, &matcher);
+    } else {
+        insta::assert_yaml_snapshot!("modernbert_single_raw", embeddings_single, &matcher);
+    }
 
     assert_eq!(raw_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(raw_embeddings_batch[13], embeddings_single[0]);
diff --git a/backends/candle/tests/test_mpnet.rs b/backends/candle/tests/test_mpnet.rs
index 50e5d9422..8f900fe28 100644
--- a/backends/candle/tests/test_mpnet.rs
+++ b/backends/candle/tests/test_mpnet.rs
@@ -8,7 +8,7 @@ use text_embeddings_backend_core::{Backend, ModelType, Pool};
 
 #[test]
 #[serial_test::serial]
-fn test_mini() -> Result<()> {
+fn test_mpnet() -> Result<()> {
     let model_root = download_artifacts("sentence-transformers/all-mpnet-base-v2", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -32,7 +32,7 @@ fn test_mini() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_batch)?);
     let embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch", embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_batch", embeddings_batch, &matcher);
 
     let input_single = batch(
         vec![tokenizer.encode("What is Deep Learning?", true).unwrap()],
@@ -43,7 +43,7 @@ fn test_mini() -> Result<()> {
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
 
-    insta::assert_yaml_snapshot!("mini_single", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_single", embeddings_single, &matcher);
     assert_eq!(embeddings_batch[0], embeddings_single[0]);
     assert_eq!(embeddings_batch[2], embeddings_single[0]);
 
@@ -68,7 +68,7 @@ fn test_mini() -> Result<()> {
 
 #[test]
 #[serial_test::serial]
-fn test_mini_pooled_raw() -> Result<()> {
+fn test_mpnet_pooled_raw() -> Result<()> {
     let model_root = download_artifacts("sentence-transformers/all-mpnet-base-v2", None)?;
     let tokenizer = load_tokenizer(&model_root)?;
 
@@ -95,10 +95,10 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, raw_embeddings) = sort_embeddings(backend.embed(input_batch)?);
     let pooled_embeddings_batch = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_pooled", pooled_embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_batch_pooled", pooled_embeddings_batch, &matcher);
 
     let raw_embeddings_batch = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_batch_raw", raw_embeddings_batch, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_batch_raw", raw_embeddings_batch, &matcher);
 
     // Check that the first token of each raw embeddings member is the same as the cls pooling ones
     assert_eq!(pooled_embeddings_batch[0], raw_embeddings_batch[0]);
@@ -114,7 +114,7 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (pooled_embeddings, _) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(pooled_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_pooled", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_single_pooled", embeddings_single, &matcher);
 
     assert_eq!(pooled_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(pooled_embeddings_batch[2], embeddings_single[0]);
@@ -127,7 +127,7 @@ fn test_mini_pooled_raw() -> Result<()> {
 
     let (_, raw_embeddings) = sort_embeddings(backend.embed(input_single)?);
     let embeddings_single = SnapshotEmbeddings::from(raw_embeddings);
-    insta::assert_yaml_snapshot!("mini_single_raw", embeddings_single, &matcher);
+    insta::assert_yaml_snapshot!("mpnet_single_raw", embeddings_single, &matcher);
 
     assert_eq!(raw_embeddings_batch[0], embeddings_single[0]);
     assert_eq!(raw_embeddings_batch[15], embeddings_single[0]);