Upload Multilingual-e5-large-Q8

NOTICE

@@ -22,7 +22,7 @@ Embedding dimension:
 
 Modification notice:
 
-    This repository contains a R.E.V.I.S. q8 quantized distribution.
+    This repository contains a R.E.V.I.S. Q8 quantized distribution.
     Selected 2D weight tensors were converted to symmetric per-row int8
     representation with per-row scale tensors.
 

README.md

@@ -15,7 +15,7 @@ tags:
 - revis
 ---
 
-# mavis-ai/multilingual-e5-large-q8
+# mavis-ai/Multilingual-e5-large-Q8
 
 This repository contains an 8-bit quantized MLX-compatible distribution of `intfloat/multilingual-e5-large`, prepared for use with **R.E.V.I.S.** as its local semantic embedding model.
 
@@ -35,7 +35,7 @@ For the original model card, training details, intended usage, and evaluation in
 
 ## Quantization
 
-This package stores selected 2D weight tensors using a R.E.V.I.S. q8 format:
+This package stores selected 2D weight tensors using a R.E.V.I.S. Q8 format:
 
 - Quantization type: symmetric per-row int8
 - Scale format: per-row scale tensor
@@ -110,11 +110,11 @@ Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
 Multilingual E5 Text Embeddings: A Technical Report
 ```
 
-R.E.V.I.S. q8 package:
+R.E.V.I.S. Q8 package:
 
 ```text
 Prepared and redistributed by MAVIS / R.E.V.I.S.
-Quantization: symmetric per-row int8 q8 package for local MLX embedding runtime
+Quantization: symmetric per-row int8 Q8 package for local MLX embedding runtime
 ```
 
 ## Modification Notice