Update README.md

README.md

@@ -14,39 +14,47 @@ tags:
 - loss:FlopsLoss
 base_model: prajjwal1/bert-tiny
 widget:
-- text: Hurley doesn't just want to be your go-to for surf gear, but the be the brand
-    that represents your lifestyle. Of course you have your pick up board shorts,
-    tanks and a Hurley hat while you're on the beach, but you can also look at graphic
-    tees, sandals, and accessories when you're on the street.
-- text: 'Electric field of a positive and a negative point charge. Electric charge
-    is the physical property of matter that causes it to experience a force when placed
-    in an electromagnetic field.There are two types of electric charges: positive
-    and negative.lectric charge is a characteristic property of many subatomic particles.
-    The charges of free-standing particles are integer multiples of the elementary
-    charge e; we say that electric charge is quantized. Michael Faraday, in his electrolysis
-    experiments, was the first to note the discrete nature of electric charge.'
-- text: The term mechanical digestion refers to the physical breakdown of large pieces
-    of food into smaller pieces which can subsequently be accessed by digestive enzymes.
-    In chemical digestion, enzymes break down food into the small molecules the body
-    can use.
-- text: Kids and Quick Solutions. Children learn to put away their clothes when they
-    can reach the hanging rods. This is actually fun for little ones -- they may spend
-    a long stretch of time putting hangers on and taking them off the rods -- as long
-    as the rods are child-height.So take your stand against piles of clothes on the
-    floor of the teen's bedroom early by re-sizing the closet to fit the kid.his is
-    actually fun for little ones -- they may spend a long stretch of time putting
-    hangers on and taking them off the rods -- as long as the rods are child-height.
-    So take your stand against piles of clothes on the floor of the teen's bedroom
-    early by re-sizing the closet to fit the kid.
-- text: About EUS (endoscopic ultrasound). An EUS, or endoscopic ultrasound, is an
-    outpatient procedure used to closely examine the tissues in the digestive tract.
-    The procedure is done using a standard endoscope and a tiny ultrasound device.The
-    ultrasound sensor sends back visual images of the digestive tract to a screen,
-    allowing the physician to see deeper into the tissues and the organs beneath the
-    surface of the intestines.. In general, an EUS is a very safe procedure. If your
-    procedure is being done on the upper GI tract, you may have a sore throat for
-    a few days. As a result of the sedation, you should not drive, operate heavy machinery
-    or make any important decisions for up to six hours following the procedure.
+- text: >-
+    Hurley doesn't just want to be your go-to for surf gear, but the be the
+    brand that represents your lifestyle. Of course you have your pick up board
+    shorts, tanks and a Hurley hat while you're on the beach, but you can also
+    look at graphic tees, sandals, and accessories when you're on the street.
+- text: >-
+    Electric field of a positive and a negative point charge. Electric charge is
+    the physical property of matter that causes it to experience a force when
+    placed in an electromagnetic field.There are two types of electric charges:
+    positive and negative.lectric charge is a characteristic property of many
+    subatomic particles. The charges of free-standing particles are integer
+    multiples of the elementary charge e; we say that electric charge is
+    quantized. Michael Faraday, in his electrolysis experiments, was the first
+    to note the discrete nature of electric charge.
+- text: >-
+    The term mechanical digestion refers to the physical breakdown of large
+    pieces of food into smaller pieces which can subsequently be accessed by
+    digestive enzymes. In chemical digestion, enzymes break down food into the
+    small molecules the body can use.
+- text: >-
+    Kids and Quick Solutions. Children learn to put away their clothes when they
+    can reach the hanging rods. This is actually fun for little ones -- they may
+    spend a long stretch of time putting hangers on and taking them off the rods
+    -- as long as the rods are child-height.So take your stand against piles of
+    clothes on the floor of the teen's bedroom early by re-sizing the closet to
+    fit the kid.his is actually fun for little ones -- they may spend a long
+    stretch of time putting hangers on and taking them off the rods -- as long
+    as the rods are child-height. So take your stand against piles of clothes on
+    the floor of the teen's bedroom early by re-sizing the closet to fit the
+    kid.
+- text: >-
+    About EUS (endoscopic ultrasound). An EUS, or endoscopic ultrasound, is an
+    outpatient procedure used to closely examine the tissues in the digestive
+    tract. The procedure is done using a standard endoscope and a tiny
+    ultrasound device.The ultrasound sensor sends back visual images of the
+    digestive tract to a screen, allowing the physician to see deeper into the
+    tissues and the organs beneath the surface of the intestines.. In general,
+    an EUS is a very safe procedure. If your procedure is being done on the
+    upper GI tract, you may have a sore throat for a few days. As a result of
+    the sedation, you should not drive, operate heavy machinery or make any
+    important decisions for up to six hours following the procedure.
 pipeline_tag: feature-extraction
 library_name: sentence-transformers
 metrics:
@@ -136,6 +144,8 @@ model-index:
     - type: corpus_sparsity_ratio
       value: 0.9966424360795421
       name: Corpus Sparsity Ratio
+datasets:
+- microsoft/ms_marco
 ---
 
 # SPLADE-BERT-Tiny-Distil
@@ -184,7 +194,7 @@ Then you can load this model and run inference.
 from sentence_transformers import SparseEncoder
 
 # Download from the 🤗 Hub
-model = SparseEncoder("yosefw/SPLADE-BERT-Tiny-distil-msmarco")
+model = SparseEncoder("rasyosef/splade-tiny")
 # Run inference
 queries = [
     "what is eus appointment",
@@ -228,7 +238,9 @@ You can finetune this model on your own dataset.
 
 *List how the model may foreseeably be misused and address what users ought not to do with the model.*
 -->
-
+## More
+<details><summary>Click to expand</summary>
+  
 ## Evaluation
 
 ### Metrics
@@ -525,4 +537,6 @@ You can finetune this model on your own dataset.
 ## Model Card Contact
 
 *Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
---> 
+-->
+
+</details>