huggingface · stevhliu · Aug 17, 2022 · Aug 11, 2022 · Aug 12, 2022 · Aug 12, 2022
diff --git a/_blog.yml b/_blog.yml
@@ -1120,7 +1120,6 @@
     - guide
 
 
-
 - local: skops
   title: Introducing Skops
   author: merve
@@ -1132,3 +1131,13 @@
     - announcement
     - guide
 
+
+- local: hf-bitsandbytes-integration
+  title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes"
+  author: ybelkada
+  thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png
+  date: August 12, 2022
+  tags:
+    - nlp
+    - llm
+    - quantization
diff --git a/assets/96_hf_bitsandbytes_integration/BF16.png b/assets/96_hf_bitsandbytes_integration/BF16.png
diff --git a/assets/96_hf_bitsandbytes_integration/FP16.png b/assets/96_hf_bitsandbytes_integration/FP16.png
diff --git a/assets/96_hf_bitsandbytes_integration/FP32.png b/assets/96_hf_bitsandbytes_integration/FP32.png
diff --git a/assets/96_hf_bitsandbytes_integration/LLM.png b/assets/96_hf_bitsandbytes_integration/LLM.png
diff --git a/assets/96_hf_bitsandbytes_integration/Matmul.png b/assets/96_hf_bitsandbytes_integration/Matmul.png
diff --git a/assets/96_hf_bitsandbytes_integration/Mixed-int8.gif b/assets/96_hf_bitsandbytes_integration/Mixed-int8.gif
diff --git a/assets/96_hf_bitsandbytes_integration/Model-storage.png b/assets/96_hf_bitsandbytes_integration/Model-storage.png
diff --git a/assets/96_hf_bitsandbytes_integration/TF32.png b/assets/96_hf_bitsandbytes_integration/TF32.png
diff --git a/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png b/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
diff --git a/assets/96_hf_bitsandbytes_integration/byte.png b/assets/96_hf_bitsandbytes_integration/byte.png
diff --git a/assets/96_hf_bitsandbytes_integration/out-quant.gif b/assets/96_hf_bitsandbytes_integration/out-quant.gif
diff --git a/assets/96_hf_bitsandbytes_integration/quantization.png b/assets/96_hf_bitsandbytes_integration/quantization.png
diff --git a/assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png b/assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png
diff --git a/assets/96_hf_bitsandbytes_integration/thumbnail.png b/assets/96_hf_bitsandbytes_integration/thumbnail.png
diff --git a/assets/96_hf_bitsandbytes_integration/thumbnail_logo.png b/assets/96_hf_bitsandbytes_integration/thumbnail_logo.png
diff --git a/assets/96_hf_bitsandbytes_integration/tim.jpeg b/assets/96_hf_bitsandbytes_integration/tim.jpeg
diff --git a/assets/96_hf_bitsandbytes_integration/younes.png b/assets/96_hf_bitsandbytes_integration/younes.png
diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md