{"id":24053010,"url":"https://github.com/agiflow/llama31","last_synced_at":"2025-04-22T17:10:20.304Z","repository":{"id":249974183,"uuid":"833108983","full_name":"AgiFlow/llama31","owner":"AgiFlow","description":"Test Llama 3.1 tool calling","archived":false,"fork":false,"pushed_at":"2024-07-25T05:21:54.000Z","size":845,"stargazers_count":21,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-29T17:11:08.477Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/AgiFlow.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":"2024-07-24T11:21:20.000Z","updated_at":"2025-02-24T12:49:36.000Z","dependencies_parsed_at":"2024-07-24T13:21:30.747Z","dependency_job_id":"7579506b-863b-453b-bbef-ab4eaf90453e","html_url":"https://github.com/AgiFlow/llama31","commit_stats":null,"previous_names":["agiflow/llama31"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgiFlow%2Fllama31","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgiFlow%2Fllama31/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgiFlow%2Fllama31/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgiFlow%2Fllama31/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgiFlow","download_url":"https://codeload.github.com/AgiFlow/llama31/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250285696,"owners_count":21405297,"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":"2025-01-09T02:21:37.776Z","updated_at":"2025-04-22T17:10:20.268Z","avatar_url":"https://github.com/AgiFlow.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Llama 3.1 Tools Review\n\nTesting Llama 3.1 tools with llama.cpp and 4-bit Quantized 8B Instruct. This includes:\n\n- Running Meta's example.  \n- Check if multiple-tools can be selected from single prompt.  \n- Check if LLM is able to use previous tool call response.  \n- Check complex JSON extract with tool call.  \n\n## Video walkthrough\n\n[\u003cimg src=\"./video.png\"\u003e](https://youtu.be/xuzRIWVxb_w)\n\n## Prerequisites\n\nBefore you begin, ensure you have met the following requirements:\n\n- You have installed Python 3.9 or later.\n- You have installed [Poetry](https://python-poetry.org/docs/#installation).\n\n## Installation\n\n1. Clone the repository:\n\n   ```sh\n   git clone https://github.com/AgiFlow/llama31\n   cd llama31\n   ```\n\n2. Install the dependencies:\n\n   ```sh\n   poetry install\n   ```\n\n3. Activate the virtual environment:\n\n   ```sh\n   poetry shell\n   ```\n   \n4. Download models\nThis repo uses [lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF](https://huggingface.co/lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF/tree/main) from lmstudio-community for testing. You can also use other models of your choice.\n\n## Running the Jupyter Notebook\n\n1. Launch Jupyter Notebook:\n\n   ```sh\n   poetry run jupyter notebook\n   ```\n\n## Contributing\n\nTo contribute to this project, please fork the repository and create a pull request. For major changes, please open an issue first to discuss what you would like to change.\n\n## License\n\nThis project uses the following license: [MIT License](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagiflow%2Fllama31","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fagiflow%2Fllama31","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagiflow%2Fllama31/lists"}