{"id":21383251,"url":"https://github.com/sreeeswaran/train-your-llm","last_synced_at":"2025-07-13T13:32:01.795Z","repository":{"id":244110769,"uuid":"814299439","full_name":"SreeEswaran/Train-your-LLM","owner":"SreeEswaran","description":"This repository contains code and resources for training, fine-tuning, and deploying large language models using Hugging Face's Transformers library.","archived":false,"fork":false,"pushed_at":"2024-08-20T17:13:19.000Z","size":32,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-08-20T21:26:34.403Z","etag":null,"topics":["artificial-intelligence","deep-learning","language-model","large-language-model","large-language-models","llm","llm-training","llms","machine-learning","model-training","nlp","pretrained-language-model","pretrained-models","training"],"latest_commit_sha":null,"homepage":"","language":"Python","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/SreeEswaran.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":"2024-06-12T18:23:01.000Z","updated_at":"2024-08-20T18:58:02.000Z","dependencies_parsed_at":"2024-06-27T19:57:28.911Z","dependency_job_id":"fe3c2f05-3866-47c5-8ba1-0f07be5d05a3","html_url":"https://github.com/SreeEswaran/Train-your-LLM","commit_stats":null,"previous_names":["sreeeswaran/train-your-llm"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SreeEswaran%2FTrain-your-LLM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SreeEswaran%2FTrain-your-LLM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SreeEswaran%2FTrain-your-LLM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SreeEswaran%2FTrain-your-LLM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SreeEswaran","download_url":"https://codeload.github.com/SreeEswaran/Train-your-LLM/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225887321,"owners_count":17539958,"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":["artificial-intelligence","deep-learning","language-model","large-language-model","large-language-models","llm","llm-training","llms","machine-learning","model-training","nlp","pretrained-language-model","pretrained-models","training"],"created_at":"2024-11-22T11:21:07.631Z","updated_at":"2024-11-22T11:21:08.260Z","avatar_url":"https://github.com/SreeEswaran.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Train-your-LLM\n\nThis repository contains code and resources for training, fine-tuning, and deploying large language models using Hugging Face's Transformers library. The aim of this repo is to provide a comprehensive guide and codebase for training large language models from scratch or fine-tuning pre-trained models for specific tasks.\n\nIf you're interested in a detailed, step-by-step explanation of how this project was built, including code walkthroughs and in-depth analysis, check out [My Medium blog post- \"Step-by-Step Guide to Train a Large Language Model (LLM) with code\"](https://blog.gopenai.com/step-by-step-guide-to-train-a-large-language-model-llm-with-code-1f536c34694e). \n\n## Features\n\n- Data preprocessing scripts to clean and tokenize text data.\n- Model training scripts with customizable hyperparameters.\n- Notebooks for interactive model exploration and experimentation.\n- API for deploying trained models and generating text.\n\n\n## Getting Started\n\n1. Clone this repository:\n\n    ```bash\n    git clone https://github.com/SreeEswaran/Train-your-LLM.git\n    cd Train-your-LLM\n    ```\n\n2. Install dependencies:\n\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n3. Follow the instructions in each directory to preprocess data, train models, and deploy APIs.\n\n## Contributing\n\nContributions are welcome! Feel free to submit bug reports, feature requests, or pull requests. For major changes, please open an issue first to discuss potential changes.\n\n## Contact\n\nIf you have any questions, suggestions, or just want to connect, feel free to reach out through the following platforms: \n\nFor Mentoring/Coaching/Guidance: https://topmate.io/SreeEswaran \n\nLinkedIn: https://www.linkedin.com/in/sree-deekshitha-yerra\n\nMedium Blogs: https://www.medium.com/@SreeEswaran\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsreeeswaran%2Ftrain-your-llm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsreeeswaran%2Ftrain-your-llm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsreeeswaran%2Ftrain-your-llm/lists"}