diff --git a/promptsource/templates/multi_eurlex/all_languages/templates.yaml b/promptsource/templates/multi_eurlex/all_languages/templates.yaml
new file mode 100644
index 000000000..80ae83d2b
--- /dev/null
+++ b/promptsource/templates/multi_eurlex/all_languages/templates.yaml
@@ -0,0 +1,283 @@
+dataset: multi_eurlex
+subset: all_languages
+templates:
+  38ddea55-1710-4615-bbfa-fe5803e21e43: !Template
+    answer_choices: null
+    id: 38ddea55-1710-4615-bbfa-fe5803e21e43
+    jinja: 'If the French version says: {{text["fr"]}}; then the English version
+      should say:
+      |||   {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-fr-en-source+target
+    reference: ''
+  2bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 2bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'If the English version says: {{text["en"]}}; then the French version
+      should say:
+      |||   {{text["fr"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-en-fr-source+target
+    reference: ''
+  73dc1b77-e8ea-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 73dc1b77-e8ea-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Given the following source text in French: {{text["fr"]}} , a good
+      English translation is: ||| {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-fr-en-source+target
+    reference: ''
+  63dc1b77-e8ea-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 63dc1b77-e8ea-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Given the following source text in English: {{text["en"]}} , a good
+      French translation is: ||| {{text["fr"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-en-fr-source+target
+    reference: ''
+  3bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 3bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in English: {{text["en"]}}\n\nTranslate the previous document to proper French:
+      |||  {{text["fr"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-en-fr
+    reference: ''
+  5bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 5bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in French: {{text["fr"]}}\n\nTranslate the previous document to proper English:
+      |||  {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-fr-en
+    reference: ''
+  9bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 9bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in French: {{text["fr"]}}\n\nTranslate the entire previous document to proper English sentence for sentence (min 100 words):
+      |||  {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc_long-fr-en
+    reference: ''
+  49ddea55-1710-4615-bbfa-fe5803e21e43: !Template
+    answer_choices: null
+    id: 49ddea55-1710-4615-bbfa-fe5803e21e43
+    jinja: 'The French version says: {{text["fr"]}}; Thus the Spanish version
+      should say:
+      |||   {{text["es"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-fr-es-source+target
+    reference: ''
+  2bc1f46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 2bc1f46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Spanish version says: {{text["es"]}}; hence the Portuguese version
+      should say:
+      |||   {{text["pt"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-es-pt-source+target
+    reference: ''
+  74ec1b99-e8ea-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 74ec1b99-e8ea-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Given the following source text in Portuguese: {{text["pt"]}} , a good
+      Spanish translation is: ||| {{text["es"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-pt-es-source+target
+    reference: ''
+  63dc1b99-e8ea-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 63dc1b99-e8ea-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Source text in English: {{text["en"]}} , a good
+      Portuguese translation is: ||| {{text["pt"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-en-pt-source+target
+    reference: ''
+  3bc0e88c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 3bc0e88c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in Spanish: {{text["es"]}}\n\nTranslate the previous document to proper French:
+      |||  {{text["fr"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-es-fr
+    reference: ''
+  5bc1f46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 5bc1f46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in French: {{text["fr"]}}\n\nTranslate the previous document to proper Portuguese:
+      |||  {{text["pt"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-fr-pt
+    reference: ''
+  9bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 9bc0e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in the language of Portugal: {{text["pt"]}}\n\nTranslate the entire previous document to proper English sentence for sentence (min 100 words):
+      |||  {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc_long-pt-en
+    reference: ''
+  49ddee85-1710-4615-bbfa-fe5803e21e43: !Template
+    answer_choices: null
+    id: 49ddee85-1710-4615-bbfa-fe5803e21e43
+    jinja: 'The English version says: {{text["en"]}}; Thus in Spanish the version
+      should say:
+      |||   {{text["es"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-en-es-source+target
+    reference: ''
+  2bc2e46c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 2bc2e46c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Portuguese version says: {{text["pt"]}}; hence the French version
+      should say:
+      |||   {{text["fr"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: version-pt-fr-source+target
+    reference: ''
+  73dc1b99-e8ea-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 73dc1b99-e8ea-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Given this in French: {{text["fr"]}} ... a good
+      Portuguese translation is: ||| {{text["pt"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-fr-pt-source+target
+    reference: ''
+  63dc1b99-e8eb-4dc8-8a12-0abc3b0dbba0: !Template
+    answer_choices: null
+    id: 63dc1b77-e8eb-4dc8-8a12-0abc3b0dbba0
+    jinja: 'Source text in English: {{text["en"]}} , a good
+      Spanish translation is: ||| {{text["es"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: a_good_translation-en-pt-source+target
+    reference: ''
+  3bc0e99c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 3bc0e99c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in Spanish: {{text["es"]}}\n\nTranslate the previous document to proper English:
+      |||  {{text["en"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-es-en
+    reference: ''
+  5bc1f55c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 5bc1f55c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in Portuguese: {{text["fr"]}}\n\nTranslate the previous document to proper English:
+      |||  {{text["pt"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc-pt-en
+    reference: ''
+  9bc0e73c-d1fe-4bc9-99d1-9b61aa42cd02: !Template
+    answer_choices: null
+    id: 9bc0e73c-d1fe-4bc9-99d1-9b61aa42cd02
+    jinja: 'Document in English: {{text["pt"]}}\n\nTranslate the entire previous document to the most common language in Spain sentence for sentence (min 100 words):
+      |||  {{text["es"]}}'
+    metadata: !TemplateMetadata
+      choices_in_prompt: false
+      languages: []
+      metrics:
+      - BLEU
+      original_task: true
+    name: prev_doc_long-en-es
+    reference: ''
+