{"id":28283831,"url":"https://github.com/shruthilearns/generative-ai-projects","last_synced_at":"2026-01-27T16:06:57.043Z","repository":{"id":294343640,"uuid":"986664496","full_name":"shruthiLearns/Generative-AI-Projects","owner":"shruthiLearns","description":"temThis repository contains Gen AI projects that performs different tasks","archived":false,"fork":false,"pushed_at":"2025-05-20T00:49:44.000Z","size":534,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-17T16:44:51.296Z","etag":null,"topics":["encoder-decoder","generative-ai","gpt-2","gpt2lmheadmodel","gpt2tokenizer","huggingface-transformers","pipeline","temperature","text-generation","top-k"],"latest_commit_sha":null,"homepage":"","language":null,"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/shruthiLearns.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,"zenodo":null}},"created_at":"2025-05-20T00:28:28.000Z","updated_at":"2025-05-20T01:28:18.000Z","dependencies_parsed_at":"2025-05-20T01:32:42.147Z","dependency_job_id":"576ba182-3255-4c90-b74c-bafb5b4e216d","html_url":"https://github.com/shruthiLearns/Generative-AI-Projects","commit_stats":null,"previous_names":["shruthilearns/generative-ai-projects"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/shruthiLearns/Generative-AI-Projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shruthiLearns%2FGenerative-AI-Projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shruthiLearns%2FGenerative-AI-Projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shruthiLearns%2FGenerative-AI-Projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shruthiLearns%2FGenerative-AI-Projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shruthiLearns","download_url":"https://codeload.github.com/shruthiLearns/Generative-AI-Projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shruthiLearns%2FGenerative-AI-Projects/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28816536,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-27T12:25:15.069Z","status":"ssl_error","status_checked_at":"2026-01-27T12:25:05.297Z","response_time":168,"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":["encoder-decoder","generative-ai","gpt-2","gpt2lmheadmodel","gpt2tokenizer","huggingface-transformers","pipeline","temperature","text-generation","top-k"],"created_at":"2025-05-21T17:12:38.511Z","updated_at":"2026-01-27T16:06:57.038Z","avatar_url":"https://github.com/shruthiLearns.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Generative-AI-Projects\nThis repository contains Gen AI projects that performs different tasks\n\n# PROJECT 1: TEXT GENERATION: AI Storyteller – Text Generation with GPT-2\n\nThis project demonstrates a simple AI storytelling system using the GPT-2 model from Hugging Face Transformers. It generates creative continuations of a story based on a user-provided prompt and explores how various text generation parameters influence the style and output of the generated content.\n\n## \u003cins\u003eFeatures\u003c/ins\u003e\n\n- Load and use the GPT-2 model from Hugging Face\n\n- Accept a text prompt from the user\n\n- Generate a creative story continuation\n\n- Experiment with different generation settings:\n\n  -  1.temperature\n\n  -  2.top_k\n\n  -  3.max_length\n\n- Display generated outputs clearly for comparison\n\n- Provide a short reflection on how parameter changes affect storytelling\n\n## \u003cins\u003eObjectives\u003c/ins\u003e\n\n- Understand how GPT-2 generates text\n\n- Learn how generation parameters impact creativity and coherence\n\n- Gain hands-on experience using Hugging Face's transformers library\n\n## \u003cins\u003eDeliverables\u003c/ins\u003e\n\n- A Jupyter Notebook containing:\n\n- GPT-2 loading and prompt input\n\n- At least 3 different user prompts and generated stories\n\n- Experimentation with generation settings\n\n- A 4-5 line reflection on parameter impact\n\n## \u003cins\u003eRequirements\n\n- Python 3.6+\n\n- Jupyter Notebook/Google Colab\n\n- Install the required libraries:\n\n  -  pip install transformers torch\n\n## \u003cins\u003eReflection\u003c/ins\u003e\n\nA short section comparing how changes to temperature and top_k affect the tone, randomness, and creativity of the generated text.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshruthilearns%2Fgenerative-ai-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshruthilearns%2Fgenerative-ai-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshruthilearns%2Fgenerative-ai-projects/lists"}