{"id":20536316,"url":"https://github.com/rimo02/jigsaw-toxicity","last_synced_at":"2026-02-05T18:31:08.884Z","repository":{"id":166038708,"uuid":"616675578","full_name":"rimo02/jigsaw-toxicity","owner":"rimo02","description":"Classifying various toxic comments using DistilBert","archived":false,"fork":false,"pushed_at":"2024-11-02T12:36:10.000Z","size":27,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T22:22:24.720Z","etag":null,"topics":["bert","nlp","toxicity-classification"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rimo02.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-03-20T21:19:03.000Z","updated_at":"2024-11-02T12:36:14.000Z","dependencies_parsed_at":"2024-06-07T20:27:18.977Z","dependency_job_id":"7d562e3e-492c-4a2f-81a4-c31d5728e71c","html_url":"https://github.com/rimo02/jigsaw-toxicity","commit_stats":null,"previous_names":["rimo02/jigsaw-toxicity"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/rimo02/jigsaw-toxicity","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rimo02%2Fjigsaw-toxicity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rimo02%2Fjigsaw-toxicity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rimo02%2Fjigsaw-toxicity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rimo02%2Fjigsaw-toxicity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rimo02","download_url":"https://codeload.github.com/rimo02/jigsaw-toxicity/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rimo02%2Fjigsaw-toxicity/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29128681,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-05T18:31:02.507Z","status":"ssl_error","status_checked_at":"2026-02-05T18:29:43.962Z","response_time":65,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bert","nlp","toxicity-classification"],"created_at":"2024-11-16T00:36:14.181Z","updated_at":"2026-02-05T18:31:08.866Z","avatar_url":"https://github.com/rimo02.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Toxic Comment Classification using DistilBERT\n\n## Overview\n\nThis project aims to build a multi-headed model for detecting various types of toxicity in online comments, including:\n\n- Toxic\n- Severe Toxic\n- Obscene\n- Threat\n- Insult\n- Identity Hate\n\nUtilizing the DistilBERT model, this approach fine-tunes the model on a dataset of comments from Wikipedia's talk page edits. The model is then deployed using FastAPI, allowing for easy interaction and testing of its capabilities.\n\n# Sample\n![image](https://github.com/user-attachments/assets/cf0a3539-dc01-4816-9a0c-6d62e671ea21)\n\n\n---\n### Note\nRun the Jupyter notebook to train the model or contact me to get the pretrained model weights\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frimo02%2Fjigsaw-toxicity","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frimo02%2Fjigsaw-toxicity","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frimo02%2Fjigsaw-toxicity/lists"}