{"id":26647291,"url":"https://github.com/offirmo/hello-world--ai--2024","last_synced_at":"2025-08-25T07:34:11.086Z","repository":{"id":216570822,"uuid":"737896457","full_name":"Offirmo/hello-world--ai--2024","owner":"Offirmo","description":null,"archived":false,"fork":false,"pushed_at":"2024-03-19T05:38:06.000Z","size":7,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-30T00:37:51.922Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"unlicense","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Offirmo.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}},"created_at":"2024-01-01T22:09:43.000Z","updated_at":"2024-01-10T22:08:16.000Z","dependencies_parsed_at":"2024-01-10T23:29:08.210Z","dependency_job_id":"7c35bcb8-54d5-4ad7-8ecc-9e8ac4247ab7","html_url":"https://github.com/Offirmo/hello-world--ai--2024","commit_stats":null,"previous_names":["offirmo/hello-world--ai--2024"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Offirmo/hello-world--ai--2024","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Offirmo%2Fhello-world--ai--2024","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Offirmo%2Fhello-world--ai--2024/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Offirmo%2Fhello-world--ai--2024/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Offirmo%2Fhello-world--ai--2024/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Offirmo","download_url":"https://codeload.github.com/Offirmo/hello-world--ai--2024/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Offirmo%2Fhello-world--ai--2024/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272024656,"owners_count":24860528,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-25T02:00:12.092Z","response_time":1107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2025-03-24T23:51:37.260Z","updated_at":"2025-08-25T07:34:11.034Z","avatar_url":"https://github.com/Offirmo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# hello-world--ai--2024\n\ngoals\n[x] go through https://9elements.com/blog/ai-glossary/\n[x] go through https://platform.openai.com/docs/introduction/key-concepts\n[x] go through https://ai-guide.future.mozilla.org/\n[] https://cookbook.openai.com/\n[] ask DDC about his GPT\n[] scene -- meetup\nunderstand real world cases from https://huggingface.co/support\n  [] fine tune\n  [] optimize for low latency\n  [] optimize prod env\n  [] sagemaker\n  [] bias\n[] ChatGPT plugins https://github.com/openai/plugins-quickstart\n[] go through https://app.datacamp.com/workspace/w/2da1f6ee-4d26-474f-b8f1-1ed72ed1596d/edit\n[] agents?? https://www.artifact.io/iap\n[] how does this work? https://github.com/ykhli/AI-tamago/blob/main/src/app/utils/interaction.ts\n[] https://9elements.com/blog/using-symbolic-logic-for-mitigating-nondeterministic-behavior-and-hallucinations-of-llms/\n[] distillation https://github.com/genezc/minima\n[] ML system design https://www.evidentlyai.com/ml-system-design\n[] tool https://erichartford.com/running-dolphin-locally-with-ollama\n[] https://blog.gregbrockman.com/how-i-became-a-machine-learning-practitioner\n[] https://agentydragon.com/posts/2023-01-11-how-i-got-to-openai.html\n[] https://github.blog/2023-10-30-the-architecture-of-todays-llm-applications/\n[] https://www.anaconda.com/definitive-guide-to-ai-platforms\n[] new generated profile picture\n[] https://cookbook.openai.com/\n\n\n\nProductionization of a LLM:\n[] fine tuning https://asmirnov.xyz/doppelganger https://www.sbert.net/docs/training/overview.html https://platform.openai.com/docs/guides/fine-tuning\n[] RAG https://medium.com/@rushing_andrei/building-a-basic-rag-retrieval-augmented-generation-system-in-a-rails-app-247ccce5d1d2\nhttps://modal.com/blog/embedding-wikipedia\n\n\n[] Make a GPT https://openai.com/blog/introducing-gpts\n[] https://openai.com/blog/introducing-the-gpt-store\n\n\n```bash\nsource .venv/bin/activate\npython3 -m ensurepip --upgrade\npython3 -m pip install --upgrade pip         ## pip upgrade itself\npython3 -m pip install --upgrade setuptools  ## update setuptools\n\n...\n\ndeactivate\n```\n\n```bash\n## prerequisites\nbrew install cmake\nalias nproc=\"sysctl -n hw.logicalcpu\"\n## https://pytorch.org/get-started/locally/\nWHICH VERSION???\nconda install pytorch torchvision -c pytorch\npip install torch -f https://download.pytorch.org/whl/torch_stable.html\n\n## install huggingface's transformers library\n## https://ai-guide.future.mozilla.org/content/choosing-ml-models/\npip install transformers sentencepiece\n\n\n````\n\n```bash\n\n## https://huggingface.co/welcome\npip install huggingface_hub\n\n\n````\n\n\n\n```bash\nvirtualenv .venv\n\n```\n\n\n\n\nSee also\n* 2023 LLM course https://github.com/mlabonne/llm-course\n* https://zapier.com/blog/best-ai-courses/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foffirmo%2Fhello-world--ai--2024","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foffirmo%2Fhello-world--ai--2024","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foffirmo%2Fhello-world--ai--2024/lists"}