Update README.md

README.md

@@ -584,7 +584,7 @@ model-index:
 
 # SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
 
-This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
+This is a [sentence-transformers](https://www.SBERT.net) model finetuned on NFCorpus from [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2).
 
 ## Model Details
 
@@ -629,7 +629,7 @@ Then you can load this model and run inference.
 from sentence_transformers import SentenceTransformer
 
 # Download from the 🤗 Hub
-model = SentenceTransformer("sentence_transformers_model_id")
+model = SentenceTransformer("dboyker-code/all-MiniLM-L6-v2-nfcorpus")
 # Run inference
 queries = [
     "wart cancer viruses in food last year , i talked about butcher \u2019 s warts , a condition that afflicts those who handle fresh meat for a living because of the viruses in meat , but it \u2019 s more than just a cosmetic issue . earlier this year , a landmark study of cancer mortality in poultry workers was released . we \u2019 ve known that people who handle a lot of fresh chicken get a lot of warts on their hands , but the concern is that some of the wart viruses are oncogenic , or cancer-causing . workers in poultry slaughtering and processing are exposed to these cancer-causing viruses , some of which are the most potent cancer-causing agents known in animals , but what does that mean for people ? well , compared to the general population , poultry workers appear to have an excess of cancers of the mouth , nasal cavities , throat . cancer of the tongue , the tonsils , the inner ear , then down the esophagus , rectal / anal cancer , and liver , bone marrow , and blood cancers as well . the reason it \u2019 s so important to study this group is because it \u2019 s possible that the cancer-causing viruses present in poultry and poultry products could be transmitted to anyone handing raw poultry . proper cooking will kill any and all chicken wart and cancer viruses , but the problem is that meat may come into our homes fresh or frozen and contaminate our hands or kitchen surfaces before it gets into the pot . same concern with other meat . there was a fascinating case report about pork intake and human papillomavirus , hpv , which can cause cancerous anal and genital warts . oh , the poor guy . 19 years old . giant warty tumor nearly an inch in diameter protruding from the tip of his penis . they cut it off , but it grew right back and so they asked for a dietary history . he was eating more than a pound of pork a day . they told him to stop the pork , and the tumor completely regressed on its own \u2014 totally disappeared . the doctors were so blown away , they even went as far as to suggest that the low cervical cancer rates in israel could be because they eat so little pork . so why do i have warts on my fingers ? i have been vegan for four and a half years . how can i get rid of them ? the animal you most likely got your wart virus infection from was homo sapiens . wart viruses are thought to be typically transmitted when using a towel or something someone else with a wart has used . salicylic acid is probably the most effective treatment ( 75 % success rate compared to about 50 % for placebo ) . thanks for your question , heidi ! hi dr i love your videos , keep up the good work . i have been trying to find information about the prevention of sore throats on your website . i am a vegetarian and do no have milk but i seem to constantly getting a sore throat can you help ? hi andrew , there are a number of reasons why someone might get a sore throat . if you \u2019 re getting them often , you might want to look at possible lifestyle factors . things like pollution , not washing your hands , or even dehydration could contribute to the frequency and severity of the symptoms you \u2019 re feeling . preventative dietary strategy ? drink lots of fluids ( hot or room temperature ) when you \u2019 re feeling a sore throat come on . you might want to try a warm bowl of miso soup to get the pro-biotic benefits ( just don \u2019 t over-heat and kill the health promoting enzymes ) . avoid alcohol . and make sure you \u2019 re getting vitamins and minerals such as zinc , vitamin e and vitamin c. oh , and make sure you \u2019 re getting enough sleep : http : / / nutritionfacts.org / videos / sleep-immunity / also , please check out my associated blog post : http : / / nutritionfacts.org / blog / 2012 / 05 / 17 / poultry-and-penis-cancer / ! please also check out my associated blog post , poultry and penis cancer ! butcher \u0027s warts , cancer , carcinogens , chicken , colon health , ear health , esophageal cancer , esophagus health , inner ear cancer , mortality , mouth cancer , nasal cavity cancer , oral health , pork , poultry , poultry workers , skin health , throat cancer , throat health , tongue cancer , tonsil cancer , viral infections , wart viruses , warts the wart-causing viruses in animals may present more than just a cosmetic issue for consumers . other videos on cancer viruses and meat include : chicken dioxins , viruses , or antibiotics ? carcinogenic retrovirus found in eggs poultry exposure tied to liver and pancreatic cancer poultry exposure and neurological diseaseplease feel free to post any ask-the-doctor type questions here in the comments section and i \u2019 d be happy to try to answer them . and check out the other videos on poultry . also , there are 1,686 other subjects covered in the rest of my videos--please feel free to explore them as well ! for more context , check out my associated blog post , poultry and penis cancer .",
@@ -681,7 +681,7 @@ You can finetune this model on your own dataset.
 #### Information Retrieval
 
 * Dataset: `dev`
-* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)
+* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator) on NFCorpus.
 
 | Metric              | Value      |
 |:--------------------|:-----------|