{"id":21241108,"url":"https://github.com/strickvl/isafpr_finetune","last_synced_at":"2025-07-10T20:30:56.857Z","repository":{"id":243132426,"uuid":"811565767","full_name":"strickvl/isafpr_finetune","owner":"strickvl","description":"Finetuning an LLM for structured data extraction from press releases","archived":false,"fork":false,"pushed_at":"2024-06-27T07:46:00.000Z","size":5444,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T17:05:34.371Z","etag":null,"topics":["fine-tuning","finetuning","llm","llms"],"latest_commit_sha":null,"homepage":"","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/strickvl.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":"2024-06-06T21:08:03.000Z","updated_at":"2024-12-12T05:25:57.000Z","dependencies_parsed_at":"2024-06-27T09:11:07.895Z","dependency_job_id":null,"html_url":"https://github.com/strickvl/isafpr_finetune","commit_stats":null,"previous_names":["strickvl/isafpr_finetune"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/strickvl/isafpr_finetune","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strickvl%2Fisafpr_finetune","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strickvl%2Fisafpr_finetune/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strickvl%2Fisafpr_finetune/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strickvl%2Fisafpr_finetune/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/strickvl","download_url":"https://codeload.github.com/strickvl/isafpr_finetune/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strickvl%2Fisafpr_finetune/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264652623,"owners_count":23644291,"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":["fine-tuning","finetuning","llm","llms"],"created_at":"2024-11-21T00:54:32.815Z","updated_at":"2025-07-10T20:30:51.845Z","avatar_url":"https://github.com/strickvl.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ISAF Press Releases Finetuning\n\nI'll be doing a few finetunes around a dataset I annotated a few years back which is probably an interesting use case for structured data extraction. Some links for context:\n\nhttps://mlops.systems/posts/2024-03-24-publishing-afghanistan-dataset-huggingface.html is a blog I wrote about the dataset\n\nhttps://huggingface.co/datasets/strickvl/isafpressreleases is the original dataset.\n\nhttps://mlops.systems/posts/2024-06-02-isafpr-prompting-baseline.html describes the context of the task for which I want to fine-tune.\n\nhttps://mlops.systems/posts/2024-06-03-isafpr-evaluating-baseline.html is a blog\nwhere I examine the baseline performance of GPT-4-Turbo at extracting entities\nfrom the text (as I hope to achieve with finetuning).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstrickvl%2Fisafpr_finetune","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstrickvl%2Fisafpr_finetune","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstrickvl%2Fisafpr_finetune/lists"}