Model: deman539/food-review-ft-snowflake-l-f18eeff6-7504-48c7-af10-1d2d85ca8caa
Author: deman539
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1600, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:Snowflake/snowflake-arctic-embed-l, base_model:finetune:Snowflake/snowflake-arctic-embed-l, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Snowflake/snowflake-arctic-embed-l
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1600, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: Snowflake/snowflake-arctic-embed-l
widget: source_sentence: What were the main issues the reviewer had with the food and service at the restaurant?  
sentences: Restaurant: Amul
Reviewer: Anam Zaman
Review: good service
Rating: 5
Metadata: 0 Reviews
Time: 7/30/2018 3:54
Pictures: 0
7514:, Restaurant: Eat India Company
Reviewer: Chirag Gupta ?
Review: If you are craving for some really good food and cheap drinks, this is the place to go to.

Zomato gold is applicable here on food.

The ambience is top notch and soothes you.

The menu for Urban Asia is also available here to order from.

The staff is friendly too.

Must go. 10/10
Rating: 5
Metadata: 111 Reviews , 1013 Followers
Time: 11/7/2018 7:51
Pictures: 0
7514:, Review: This place is nothing as it is shown in the images. The ambience maybe good, but the service is too bad. The chicken salt and pepper was nothing as simple as I thought and the tai pei crispy chicken was not all crisp. And if this was not enough the add on was the main course. The name mentioned in the menu for the main course resembles more of a continental food, which creates a lot of confusion. We ordered three dishes for main course not having any about the fact that the dishes are gravies, rather than semi gravy. The worst is the suggestions from the manager, who suggested us to have a rice item along with the dishes we ordered. Knowing that the dishes comes with gravy and it would be too much for 3 people to have that much gravy, it was very disappointing to have a suggestion from them. Moreover despite of showing the Zomato gold coupon the code was not added and even after having such a bad experience and complaining about the food, they added an extra service charge to, source_sentence: What special offer did Aruna Swetapadma use at Tiki Shack during her visit?  
sentences: Restaurant: Tiki Shack
Reviewer: Aruna Swetapadma
Review: If you love to get lost in music and enjoy a real good ambience, then my friend Tiki Shack is your place. Staff is quite food. I used my Zomato Gold membership there and enjoyed 2+2 on drinks. Food was delicious too. I would love to spend more such evenings there.
Rating: 4
Metadata: 8 Reviews , 55 Followers
Time: 2/14/2019 17:54
Pictures: 0
7514:, Restaurant: The Old Madras Baking Company
Reviewer: Anjali
Review: Especially when you thought that this place was closed down the surprise when you find it to be open and running as efficiently and beautiful years before you immediately want to enjoy the food and so I did it was extremely delicious and lip smacking and I also recommended 20 of my friends to visit there I hope this restaurant gets more business I would like to give this place Four Stars
Rating: 3
Metadata: 29 Reviews , 208 Followers
Time: 7/30/2018 20:05
Pictures: 0
7514:, Restaurant: Shree Santosh Dhaba Family Restaurant
Reviewer: Pihu Malhotra
Review: As always !
Rating: 5
Metadata: 1 Review
Time: 8/16/2018 23:13
Pictures: 0
7514:, source_sentence: How does Sourav Roy describe the pricing and quality of the food at Karachi Cafe?
sentences: Restaurant: Karachi Cafe
Reviewer: Sourav Roy
Review: Cozy place that offers good variety of food. We loved the burgers n pastas. Would love to try the kabiraji in my next visit to Hyderabad. It is bit overpriced but quality wise it's very decent. Must try one u r in Gachibowli
Rating: 5
Metadata: 65 Reviews , 1167 Followers
Time: 1/6/2019 0:45
Pictures: 3
7514:, Restaurant: Green Bawarchi Restaurant
Reviewer: Vivek Bandugula
Review: good
Rating: 5
Metadata: 1 Review , 2 Followers
Time: 7/31/2018 13:38
Pictures: 0
7514:, We ordered lotus stem galouti with cheese kulcha, Korean waffle fries, veg penne Alfredo pasta and apple pie.

Lotus stem galouti - The galouti tasted great with the flavours of Vegetables and didn't taste much of lotus stem and went well with green chutney and cheese kulcha.

Waffle fries - The waffle had lot of honey, sesame and soy and garlic with a burnt taste. The waffle wasn't crispy and the didn't wasn't that great for my taste buds.

Alfredo pasta - The pasta was creamy and had all the veggies, the consistency was good and it tasted well overall.

Apple pie - This was star of the night for me with the pie tasted great with the falvours of apple and cardamom and the icecream was cheery on the cake and the whole dessert was mouth watering and heart filling., source_sentence: What was Akhil Ralla's main complaint about his experience at Delhi-39?  
sentences: There is also an outdoor seating where you can watch your favorite matches and when bored head to the dance floor back indoor.

Coming to the Food:

Punjabi Paneer Tikka (Rs. 325):
Thick cubes of paneer marinated with mustard and curd base. Was not soft and requires lot of improvement. A strict no to this dish.

Burmese Rolls (Rs. 275):
A different kind of spring rolls filled with corn, garlic and cheese. The taste was delectable with the right balance of flavors and enhanced by the sweet chilli dip. The only issue was not that crispy and a bit more oily.

Mains:

For the mains we had Exotic Vegetables in Black Pepper with Rice, the curry was just ok had a decent flavor but didn't have the distinctive flavor of the pepper sauce in it., Restaurant: The Glass Onion
Reviewer: Hungry Soul
Review: Vegetarian Review ~

Hopped in on a day before Holi for dinner and unfortunately it was a dry day. Survived with food that day. It's on the road to isb and is spread on a huge area with both outdoor and indoor seating arrangements while is outdoor has the view of the golf course and if the weather is great, this is the best place to be. Light music playing through the night was soothing.

We ordered lotus stem galouti with cheese kulcha, Korean waffle fries, veg penne Alfredo pasta and apple pie.

Lotus stem galouti - The galouti tasted great with the flavours of Vegetables and didn't taste much of lotus stem and went well with green chutney and cheese kulcha.

Waffle fries - The waffle had lot of honey, sesame and soy and garlic with a burnt taste. The waffle wasn't crispy and the didn't wasn't that great for my taste buds., Restaurant: Delhi-39
Reviewer: Akhil Ralla
Review: too late to serve
Rating: 3
Metadata: 1 Review , 1 Follower
Time: 4/26/2018 19:36
Pictures: 0
7514:, source_sentence: What aspects of 10 Downing Street does Ashutosh Tiwari highlight in his review?  
sentences: Restaurant: Eat India Company
Reviewer: Raghu Kakkunoori
Review: The best thing about this place is it's aimbence. Food was good, would have been better for it's price. Gachibowli branch is clubbed with urban aisa. Zomato gold customers can take advantage of it.

Aimbence: 5/5
Service: 4/5
Food: 3.5
Rating: 3
Metadata: 49 Reviews , 1317 Followers
Time: 8/27/2018 19:24
Pictures: 5
7514:, Restaurant: 10 Downing Street
Reviewer: Ashutosh Tiwari
Review: 10D is one of the best places to hangout witj friends and families. Great ambience with awesome views. Food and staff behaviour is very kind.
Rating: 4
Metadata: 4 Reviews , 84 Followers
Time: 1/5/2019 17:17
Pictures: 0
7514:, Restaurant: Cafe Eclat
Reviewer: Kamal Prakash
Review: I really liked the ambience. The blue cushions complimented the tables with wooden finish. The glass doors added to the elegance. The place was very calm. I had the cheesecake here, it literally melted in my mouth, absolutely loved it. One downside is that the place is a bit expensive.
Rating: 4
Metadata: 14 Reviews , 31 Followers
Time: 5/10/2018 18:59
Pictures: 2
7514:
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on Snowflake/snowflake-arctic-embed-l
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.905
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.975
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.985
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.995
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.905
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.325
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19700000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09949999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.905
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.975
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.985
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.995
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9547518930777595
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9413392857142857
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9417559523809524
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 85
Created: 2025-05-09 17:01:25