{"id":25311615,"url":"https://github.com/juliagenai/master-deep-generative-models-in-julia","last_synced_at":"2025-10-27T18:38:46.309Z","repository":{"id":266403162,"uuid":"898239873","full_name":"JuliaGenAI/Master-Deep-Generative-Models-in-Julia","owner":"JuliaGenAI","description":null,"archived":false,"fork":false,"pushed_at":"2025-04-03T08:39:50.000Z","size":277,"stargazers_count":8,"open_issues_count":1,"forks_count":0,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-06T06:47:33.981Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Julia","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/JuliaGenAI.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":"2024-12-04T03:24:26.000Z","updated_at":"2025-04-03T05:55:32.000Z","dependencies_parsed_at":"2025-02-13T14:53:21.948Z","dependency_job_id":"d887fe33-98da-4621-bda4-876a46410969","html_url":"https://github.com/JuliaGenAI/Master-Deep-Generative-Models-in-Julia","commit_stats":null,"previous_names":["juliagenai/master-deep-generative-models-in-julia"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JuliaGenAI%2FMaster-Deep-Generative-Models-in-Julia","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JuliaGenAI%2FMaster-Deep-Generative-Models-in-Julia/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JuliaGenAI%2FMaster-Deep-Generative-Models-in-Julia/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JuliaGenAI%2FMaster-Deep-Generative-Models-in-Julia/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/JuliaGenAI","download_url":"https://codeload.github.com/JuliaGenAI/Master-Deep-Generative-Models-in-Julia/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247648974,"owners_count":20972945,"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","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":"2025-02-13T14:53:17.087Z","updated_at":"2025-10-27T18:38:46.285Z","avatar_url":"https://github.com/JuliaGenAI.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Master Deep Generative Models in Julia\n\nThe goal of this repo is to provide a list of deep generative models implemented in Julia.\n\n- ✅ **Clear** and **concise** implementation to help you understand model architecture and algorithm details.\n- 🤔 Runtime efficiency and memory usage are not optimized.\n- ❌ Continuous training or finetuning are not supported.\n\n## User guide\nStep 1. Initialize projects\n\n```bash\nmake init  # `make update` to update packages\n```\n\nStep 2. Download models\n\n```bash\nmodel=openai-community/gpt2 make download  # GPT2 model\nHF_TOKEN=... model=meta-llama/Llama-3.2-1B-Instruct make download  # Llama model (requires HuggingFace token and accepting the license agreement: https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct)\nmodel=deepseek-ai/DeepSeek-V2-Lite-Chat make download  # DeepSeek model\nHF_TOKEN=... model=google/gemma-3-4b-it make download  # Gemma model (requires HuggingFace token and accepting the license agreement: https://huggingface.co/google/gemma-3-4b-it)\n```\n\nStep 3. Run examples\n\n```bash\ncase=01_gpt2 make run  # GPT2 example\ncase=02_Llama make run  # Llama example\ncase=03_deepseek make run  # DeepSeek example\ncase=04_gemma make run  # Gemma example\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjuliagenai%2Fmaster-deep-generative-models-in-julia","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjuliagenai%2Fmaster-deep-generative-models-in-julia","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjuliagenai%2Fmaster-deep-generative-models-in-julia/lists"}