{"id":35145054,"url":"https://github.com/mohamedmostafa259/emoji-translator","last_synced_at":"2026-04-28T10:07:19.596Z","repository":{"id":328315102,"uuid":"1115060123","full_name":"MohamedMostafa259/emoji-translator","owner":"MohamedMostafa259","description":"A fine-tuned BART-Large model that translates English text into expressive emoji sequences using Curriculum Learning and LoRA.","archived":false,"fork":false,"pushed_at":"2026-04-22T12:15:14.000Z","size":117,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-22T14:17:56.591Z","etag":null,"topics":["bart","emoji","english","fine-tuning","huggingface","kaggle","lora","peft"],"latest_commit_sha":null,"homepage":"https://huggingface.co/spaces/mohamedmostafa259/emoji-translator-demo","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MohamedMostafa259.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-12-12T09:30:43.000Z","updated_at":"2026-04-22T12:15:19.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/MohamedMostafa259/emoji-translator","commit_stats":null,"previous_names":["mohamedmostafa259/emoji-translator"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MohamedMostafa259/emoji-translator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohamedMostafa259%2Femoji-translator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohamedMostafa259%2Femoji-translator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohamedMostafa259%2Femoji-translator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohamedMostafa259%2Femoji-translator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MohamedMostafa259","download_url":"https://codeload.github.com/MohamedMostafa259/emoji-translator/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohamedMostafa259%2Femoji-translator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32375783,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T09:24:15.638Z","status":"ssl_error","status_checked_at":"2026-04-28T09:24:15.071Z","response_time":56,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":["bart","emoji","english","fine-tuning","huggingface","kaggle","lora","peft"],"created_at":"2025-12-28T13:38:05.885Z","updated_at":"2026-04-28T10:07:19.592Z","avatar_url":"https://github.com/MohamedMostafa259.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🎭 BART Emoji Translator\n\n\u003e **Turn your text into emojis!**  \n\u003e A fine-tuned BART-Large model that translates English text into expressive emoji sequences using Curriculum Learning and LoRA.\n\n![Emoji Translator Demo](https://img.shields.io/badge/Demo-HuggingFace%20Space-orange) \n![Model](https://img.shields.io/badge/Model-BART%20Large-blue)\n![License](https://img.shields.io/badge/License-Apache%202.0-green)\n\n[![Emoji Translator Demo](https://raw.githubusercontent.com/MohamedMostafa259/emoji-translator/refs/heads/main/app-screenshot.png)](https://huggingface.co/spaces/mohamedmostafa259/emoji-translator-demo)\n*Click the image above to try the live demo!*\n\n## Overview\n\nThe **Emoji Translator** is a sequence-to-sequence model designed to \"translate\" English sentences into appropriate emoji representations. Unlike simple keyword matching, this model understands context and sentiment to generate meaningful emoji sequences.\n\nIt was fine-tuned using **Curriculum Learning**, starting from simple concept-to-emoji mappings and progressively moving to complex, multi-sentence emotional contexts.\n\n### Key Features\n- **Base Model**: `facebook/bart-large`\n- **Technique**: Low-Rank Adaptation (LoRA) for efficient fine-tuning.\n- **Training Strategy**: 6-Stage Curriculum Learning with memory retention (preventing catastrophic forgetting).\n- **Dataset**: Custom dataset generated with **Gemini 3 Pro**, ensuring high-quality and diverse examples.\n\n## Links\n\n- **Live Demo**: [HuggingFace Space](https://huggingface.co/spaces/mohamedmostafa259/emoji-translator-demo)\n- **Model Weights**: [HuggingFace Model Hub](https://huggingface.co/mohamedmostafa259/bart-emoji-translator)\n- **Dataset**: [Kaggle Dataset](https://www.kaggle.com/datasets/mohamedmostafa259/english-to-emoji)\n- **Training Notebook**: [Kaggle Notebook](https://www.kaggle.com/code/mohamedmostafa259/emoji-translator-curriculum-learning)\n\n## Infrastructure\n- Trained on **Kaggle** using 2x T4 GPUs.\n- **WandB** used for experiment tracking.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohamedmostafa259%2Femoji-translator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohamedmostafa259%2Femoji-translator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohamedmostafa259%2Femoji-translator/lists"}