{"id":12694,"date":"2023-11-20T14:53:49","date_gmt":"2023-11-20T13:53:49","guid":{"rendered":"https:\/\/flaven.fr\/?post_type=bf_videos_manager&#038;p=12694"},"modified":"2023-11-25T09:16:54","modified_gmt":"2023-11-25T08:16:54","slug":"1-ia-text-translation-unlocking-multilingual-text-translation-with-nllb-huggingface-and-fastapi-and-leverage-on-langdetect-python-package","status":"publish","type":"bf_videos_manager","link":"https:\/\/flaven.fr\/videos\/1-ia-text-translation-unlocking-multilingual-text-translation-with-nllb-huggingface-and-fastapi-and-leverage-on-langdetect-python-package\/","title":{"rendered":"#1 IA Text Translation : Unlocking Multilingual Text Translation with NLLB, HuggingFace, and FastAPI and leverage on LangDetect Python Package"},"content":{"rendered":"<p><b>This video is part of a post &#8220;Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small Dive into Roberta Masked Language Modeling with Gradio&#8221;<\/b><\/p>\n<p>POST: <a href=\"https:\/\/wp.me\/p3Vuhl-3iu\" target=\"_blank\" rel=\"noopener\">https:\/\/wp.me\/p3Vuhl-3iu<\/a><br \/>\nCODE: <a href=\"https:\/\/bit.ly\/47jHyZv\" target=\"_blank\" rel=\"noopener\">https:\/\/bit.ly\/47jHyZv<\/a><\/p>\n<p><b>QUICK DESCRIPTION<\/b><br \/>\nAn attempt using No Language Left Behind (for instance nllb-200-distilled-600M) aka nllb and FastAPI to offer an endpoint for translation. Plus using langdetect and again some experiments with nllb.<\/p>\n<p><b>TEK GUIDELINES<\/b><br \/>\nANACONDA: <a href=\"https:\/\/www.anaconda.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.anaconda.com\/<\/a><br \/>\nFASTAPI: <a href=\"https:\/\/fastapi.tiangolo.com\/faster-whisper\" target=\"_blank\" rel=\"noopener\">https:\/\/fastapi.tiangolo.com\/<\/a><br \/>\nNLLB-200: <a href=\"https:\/\/huggingface.co\/facebook\/nllb-200-distilled-600Mfaster-whisper\" target=\"_blank\" rel=\"noopener\">https:\/\/huggingface.co\/facebook\/nllb-200-distilled-600M<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This video is part of a post &#8220;Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small&hellip; <\/p>\n<p class=\"text-center\"><a href=\"https:\/\/flaven.fr\/videos\/1-ia-text-translation-unlocking-multilingual-text-translation-with-nllb-huggingface-and-fastapi-and-leverage-on-langdetect-python-package\/\" class=\"more-link\">Continue reading &rarr; <span class=\"screen-reader-text\">#1 IA Text Translation : Unlocking Multilingual Text Translation with NLLB, HuggingFace, and FastAPI and leverage on LangDetect Python Package<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":12185,"comment_status":"open","ping_status":"closed","template":"","bf_videos_manager_tag":[2685,2755,2754,2683,2672],"bf_videos_manager_cat":[2700,3081,2678,2679,2680],"class_list":["post-12694","bf_videos_manager","type-bf_videos_manager","status-publish","has-post-thumbnail","hentry","bf_videos_manager_tag-anaconda","bf_videos_manager_tag-learning","bf_videos_manager_tag-learning-by-doing","bf_videos_manager_tag-p-o","bf_videos_manager_tag-python","bf_videos_manager_cat-anaconda","bf_videos_manager_cat-api","bf_videos_manager_cat-python","bf_videos_manager_cat-tutorials","bf_videos_manager_cat-videos"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12694","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager"}],"about":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/types\/bf_videos_manager"}],"author":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/comments?post=12694"}],"version-history":[{"count":5,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12694\/revisions"}],"predecessor-version":[{"id":12699,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12694\/revisions\/12699"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media\/12185"}],"wp:attachment":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media?parent=12694"}],"wp:term":[{"taxonomy":"bf_videos_manager_tag","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_tag?post=12694"},{"taxonomy":"bf_videos_manager_cat","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_cat?post=12694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}