Update README.md

README.md

@@ -1,28 +1,197 @@
---- 
-language: 
-  - en
-datasets:
+---
+datasets: 
   - natural_instructions
   - the_pile
   - cot
   - Muennighoff/P3
-tags:
-  - gpt
-pipeline_tag: text-generation
-inference:
-  parameters:
+inference: 
+  parameters: 
+    max_new_tokens: 5
     temperature: 1.0
     top_k: 1
-    max_new_tokens: 5
-widget:
-- text: "Label the sentence based on whether it is related to an adverse drug effect (ADE). Details are described below:\nDrugs: Names of drugs and chemicals that include brand names, trivial names, abbreviations and systematic names were annotated. Mentions of drugs or chemicals should strictly be in a therapeutic context. This category does not include the names of metabolites, reaction byproducts, or hospital chemicals (e.g. surgical equipment disinfectants).\nAdverse effect: Mentions of adverse effects include signs, symptoms, diseases, disorders, acquired abnormalities, deficiencies, organ damage or death that strictly occur as a consequence of drug intake.\nPossible labels:\n1. ADE-related\n2. not ADE-related\n\nSentence: A challenge with clozapine was feasible and showed no clinical symptoms of eosinophilia.\nLabel: not ADE-related\n\nSentence: CONCLUSIONS: These results suggest that clozapine may cause TD; however, the prevalence is low and the severity is relatively mild, with no or mild self-reported discomfort.\nLabel: ADE-related\n\nSentence: Best-corrected visual acuity measurements were performed at every visit.\nLabel: not ADE-related\n\nSentence: These cases were considered unusual in light of the short delay of their onset after initiation of immunosuppressive therapy and their fulminant course: 3 of these patients died of PCP occurring during the first month of treatment with prednisone.\nLabel: ADE-related\n\nSentence: The INR should be monitored more frequently when bosentan is initiated, adjusted, or discontinued in patients taking warfarin.\nLabel: not ADE-related\n\nSentence: NEH must be considered in lupus patients receiving cytotoxic agents to avoid inappropriate use of corticosteroids or antibiotics in this self-limited condition.\nLabel:"
-  example_title: "ADE Corpus V2"
-- text: "The following is a banking customer service query. Classify the query into one of the 77 categories available.\nPossible labels:\n1. Refund_not_showing_up\n2. activate_my_card\n3. age_limit\n4. apple_pay_or_google_pay\n5. atm_support\n6. automatic_top_up\n7. balance_not_updated_after_bank_transfer\n8. balance_not_updated_after_cheque_or_cash_deposit\n9. beneficiary_not_allowed\n10. cancel_transfer\n11. card_about_to_expire\n12. card_acceptance\n13. card_arrival\n14. card_delivery_estimate\n15. card_linking\n16. card_not_working\n17. card_payment_fee_charged\n18. card_payment_not_recognised\n19. card_payment_wrong_exchange_rate\n20. card_swallowed\n21. cash_withdrawal_charge\n22. cash_withdrawal_not_recognised\n23. change_pin\n24. compromised_card\n25. contactless_not_working\n26. country_support\n27. declined_card_payment\n28. declined_cash_withdrawal\n29. declined_transfer\n30. direct_debit_payment_not_recognised\n31. disposable_card_limits\n32. edit_personal_details\n33. exchange_charge\n34. exchange_rate\n35. exchange_via_app\n36. extra_charge_on_statement\n37. failed_transfer\n38. fiat_currency_support\n39. get_disposable_virtual_card\n40. get_physical_card\n41. getting_spare_card\n42. getting_virtual_card\n43. lost_or_stolen_card\n44. lost_or_stolen_phone\n45. order_physical_card\n46. passcode_forgotten\n47. pending_card_payment\n48. pending_cash_withdrawal\n49. pending_top_up\n50. pending_transfer\n51. pin_blocked\n52. receiving_money\n53. request_refund\n54. reverted_card_payment?\n55. supported_cards_and_currencies\n56. terminate_account\n57. top_up_by_bank_transfer_charge\n58. top_up_by_card_charge\n59. top_up_by_cash_or_cheque\n60. top_up_failed\n61. top_up_limits\n62. top_up_reverted\n63. topping_up_by_card\n64. transaction_charged_twice\n65. transfer_fee_charged\n66. transfer_into_account\n67. transfer_not_received_by_recipient\n68. transfer_timing\n69. unable_to_verify_identity\n70. verify_my_identity\n71. verify_source_of_funds\n72. verify_top_up\n73. virtual_card_not_working\n74. visa_or_mastercard\n75. why_verify_identity\n76. wrong_amount_of_cash_received\n77. wrong_exchange_rate_for_cash_withdrawal\n\nQuery: My card payment was not successful.\nLabel: declined_card_payment\n\nQuery: Is it possible for me to change my PIN number?\nLabel: change_pin\n\nQuery: limits on top ups\nLabel: top_up_limits\n\nQuery: I live in the EU - can I get a card?\nLabel: country_support\n\nQuery: How can I tell the source for my available funds?\nLabel: verify_source_of_funds\n\nQuery: Why am I getting declines when trying to make a purchase online?\nLabel:"
-  example_title: "Banking77"
-- text: "In law, an overruling sentence is a statement that nullifies a previous case decision as a precedent, by a constitutionally valid statute or a decision by the same or higher ranking court which establishes a different rule on the point of law involved. Label the sentence based on whether it is overruling or not.\nPossible labels:\n1. not overruling\n2. overruling\n\nSentence: see  mciver, 134 n.c.app. at 588, 518 s.e.2d at 526.\nLabel: not overruling\n\nSentence: to the extent that paprskar v. state, supra, applied the general test of waiver of constitutional rights set forth in johnson v. zerbst, supra, it is no longer viable.\nLabel: overruling\n\nSentence:  narrowstep, 2010 wl 5422405, at *12.\nLabel: not overruling\n\nSentence: accordingly, to the extent of any conflict nemecek v. state, 621 s.w.2d 404 (tex.cr.app. 1980) is overruled.\nLabel: overruling\n\nSentence: the following facts are taken from the administrative record.\nLabel: not overruling\n\nSentence: see scott, supra at 352; commonwealth v. ruffin, 475 mass. 1003, 1004 (2016).\nLabel:"
-  example_title: "Overruling"
-- text: "Label whether the following tweet contains hate speech against either immigrants or women. Hate Speech (HS) is commonly defined as any communication that disparages a person or a group on the basis of some characteristic such as race, color, ethnicity, gender, sexual orientation, nationality, religion, or other characteristics.\nPossible labels:\n1. hate speech\n2. not hate speech\n\nTweet: #TakeAKnee trump\'s a chump! @user is the real deal-helping so many on his journey through greatness! Even @user can\'t stand #IQ45-stands to CLEAN UP while he\'s in prison. One hot, lucky #Immigrant babe! #OHi12 #VoteBlue @user in the #Columbus area. #BlueWave baby!\nLabel: not hate speech\n\nTweet: HOW REFRESHING! In South Korea, there is no such thing as \'political correctness\" when it comes to dealing with Muslim refugee wannabes via @user\nLabel: hate speech\n\nTweet: New to Twitter-- any men on here know what the process is to get #verified?\nLabel: not hate speech\n\nTweet: UK Pensioner Faces 350 Lashes In Saudi Arabia why does this country exist it does nothing for migrants picks on old men no help from anyone\nLabel: not hate speech\n\nTweet: RT @user Her:I don\'t get what u want outta this relationship Him:Well, I was only looking for a bj but u kept coming back\nLabel: not hate speech\n\nTweet: Dont worry @user you are and will always be the most hysterical woman.\nLabel:"
-  example_title: "Tweet Eval Hate"
+language: 
+  - en
+pipeline_tag: text-generation
+tags: 
+  - gpt
+widget: 
+  - 
+    example_title: "ADE Corpus V2"
+    text: |-
+        Label the sentence based on whether it is related to an adverse drug effect (ADE). Details are described below:
+        Drugs: Names of drugs and chemicals that include brand names, trivial names, abbreviations and systematic names were annotated. Mentions of drugs or chemicals should strictly be in a therapeutic context. This category does not include the names of metabolites, reaction byproducts, or hospital chemicals (e.g. surgical equipment disinfectants).
+        Adverse effect: Mentions of adverse effects include signs, symptoms, diseases, disorders, acquired abnormalities, deficiencies, organ damage or death that strictly occur as a consequence of drug intake.
+        Possible labels:
+        1. ADE-related
+        2. not ADE-related
+        
+        Sentence: A challenge with clozapine was feasible and showed no clinical symptoms of eosinophilia.
+        Label: not ADE-related
+        
+        Sentence: CONCLUSIONS: These results suggest that clozapine may cause TD; however, the prevalence is low and the severity is relatively mild, with no or mild self-reported discomfort.
+        Label: ADE-related
+        
+        Sentence: Best-corrected visual acuity measurements were performed at every visit.
+        Label: not ADE-related
+        
+        Sentence: These cases were considered unusual in light of the short delay of their onset after initiation of immunosuppressive therapy and their fulminant course: 3 of these patients died of PCP occurring during the first month of treatment with prednisone.
+        Label: ADE-related
+        
+        Sentence: The INR should be monitored more frequently when bosentan is initiated, adjusted, or discontinued in patients taking warfarin.
+        Label: not ADE-related
+        
+        Sentence: NEH must be considered in lupus patients receiving cytotoxic agents to avoid inappropriate use of corticosteroids or antibiotics in this self-limited condition.
+        Label:
+  - 
+    example_title: Banking77
+    text: |-
+        The following is a banking customer service query. Classify the query into one of the 77 categories available.
+        Possible labels:
+        1. Refund_not_showing_up
+        2. activate_my_card
+        3. age_limit
+        4. apple_pay_or_google_pay
+        5. atm_support
+        6. automatic_top_up
+        7. balance_not_updated_after_bank_transfer
+        8. balance_not_updated_after_cheque_or_cash_deposit
+        9. beneficiary_not_allowed
+        10. cancel_transfer
+        11. card_about_to_expire
+        12. card_acceptance
+        13. card_arrival
+        14. card_delivery_estimate
+        15. card_linking
+        16. card_not_working
+        17. card_payment_fee_charged
+        18. card_payment_not_recognised
+        19. card_payment_wrong_exchange_rate
+        20. card_swallowed
+        21. cash_withdrawal_charge
+        22. cash_withdrawal_not_recognised
+        23. change_pin
+        24. compromised_card
+        25. contactless_not_working
+        26. country_support
+        27. declined_card_payment
+        28. declined_cash_withdrawal
+        29. declined_transfer
+        30. direct_debit_payment_not_recognised
+        31. disposable_card_limits
+        32. edit_personal_details
+        33. exchange_charge
+        34. exchange_rate
+        35. exchange_via_app
+        36. extra_charge_on_statement
+        37. failed_transfer
+        38. fiat_currency_support
+        39. get_disposable_virtual_card
+        40. get_physical_card
+        41. getting_spare_card
+        42. getting_virtual_card
+        43. lost_or_stolen_card
+        44. lost_or_stolen_phone
+        45. order_physical_card
+        46. passcode_forgotten
+        47. pending_card_payment
+        48. pending_cash_withdrawal
+        49. pending_top_up
+        50. pending_transfer
+        51. pin_blocked
+        52. receiving_money
+        53. request_refund
+        54. reverted_card_payment?
+        55. supported_cards_and_currencies
+        56. terminate_account
+        57. top_up_by_bank_transfer_charge
+        58. top_up_by_card_charge
+        59. top_up_by_cash_or_cheque
+        60. top_up_failed
+        61. top_up_limits
+        62. top_up_reverted
+        63. topping_up_by_card
+        64. transaction_charged_twice
+        65. transfer_fee_charged
+        66. transfer_into_account
+        67. transfer_not_received_by_recipient
+        68. transfer_timing
+        69. unable_to_verify_identity
+        70. verify_my_identity
+        71. verify_source_of_funds
+        72. verify_top_up
+        73. virtual_card_not_working
+        74. visa_or_mastercard
+        75. why_verify_identity
+        76. wrong_amount_of_cash_received
+        77. wrong_exchange_rate_for_cash_withdrawal
+        
+        Query: My card payment was not successful.
+        Label: declined_card_payment
+        
+        Query: Is it possible for me to change my PIN number?
+        Label: change_pin
+        
+        Query: limits on top ups
+        Label: top_up_limits
+        
+        Query: I live in the EU - can I get a card?
+        Label: country_support
+        
+        Query: How can I tell the source for my available funds?
+        Label: verify_source_of_funds
+        
+        Query: Why am I getting declines when trying to make a purchase online?
+        Label:
+  - 
+    example_title: Overruling
+    text: |-
+        In law, an overruling sentence is a statement that nullifies a previous case decision as a precedent, by a constitutionally valid statute or a decision by the same or higher ranking court which establishes a different rule on the point of law involved. Label the sentence based on whether it is overruling or not.
+        Possible labels:
+        1. not overruling
+        2. overruling
+        
+        Sentence: see  mciver, 134 n.c.app. at 588, 518 s.e.2d at 526.
+        Label: not overruling
+        
+        Sentence: to the extent that paprskar v. state, supra, applied the general test of waiver of constitutional rights set forth in johnson v. zerbst, supra, it is no longer viable.
+        Label: overruling
+        
+        Sentence:  narrowstep, 2010 wl 5422405, at *12.
+        Label: not overruling
+        
+        Sentence: accordingly, to the extent of any conflict nemecek v. state, 621 s.w.2d 404 (tex.cr.app. 1980) is overruled.
+        Label: overruling
+        
+        Sentence: the following facts are taken from the administrative record.
+        Label: not overruling
+        
+        Sentence: see scott, supra at 352; commonwealth v. ruffin, 475 mass. 1003, 1004 (2016).
+        Label:
+  - 
+    example_title: "Tweet Eval Hate"
+    text: |-
+        Label whether the following tweet contains hate speech against either immigrants or women. Hate Speech (HS) is commonly defined as any communication that disparages a person or a group on the basis of some characteristic such as race, color, ethnicity, gender, sexual orientation, nationality, religion, or other characteristics.
+        Possible labels:
+        1. hate speech
+        2. not hate speech
+        
+        Tweet: #TakeAKnee trump's a chump! @user is the real deal-helping so many on his journey through greatness! Even @user can't stand #IQ45-stands to CLEAN UP while he's in prison. One hot, lucky #Immigrant babe! #OHi12 #VoteBlue @user in the #Columbus area. #BlueWave baby!
+        Label: not hate speech
+        
+        Tweet: HOW REFRESHING! In South Korea, there is no such thing as 'political correctness" when it comes to dealing with Muslim refugee wannabes via @user
+        Label: hate speech
+        
+        Tweet: New to Twitter-- any men on here know what the process is to get #verified?
+        Label: not hate speech
+        
+        Tweet: UK Pensioner Faces 350 Lashes In Saudi Arabia why does this country exist it does nothing for migrants picks on old men no help from anyone
+        Label: not hate speech
+        
+        Tweet: RT @user Her:I don't get what u want outta this relationship Him:Well, I was only looking for a bj but u kept coming back
+        Label: not hate speech
+        
+        Tweet: Dont worry @user you are and will always be the most hysterical woman.
+        Label:
 ---
 
 <h1 style="font-size: 42px">TOGETHER RESEARCH<h1/>