{"id":16368965,"url":"https://github.com/apsdehal/flava-tutorials","last_synced_at":"2025-10-26T07:31:05.548Z","repository":{"id":37967144,"uuid":"506372217","full_name":"apsdehal/flava-tutorials","owner":"apsdehal","description":"Tutorials for FLAVA model https://arxiv.org/abs/2112.04482","archived":false,"fork":false,"pushed_at":"2022-06-22T20:30:08.000Z","size":2620,"stargazers_count":12,"open_issues_count":2,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-01-31T16:51:29.639Z","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/apsdehal.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}},"created_at":"2022-06-22T19:00:45.000Z","updated_at":"2024-10-22T06:08:12.000Z","dependencies_parsed_at":"2022-09-02T11:41:18.253Z","dependency_job_id":null,"html_url":"https://github.com/apsdehal/flava-tutorials","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsdehal%2Fflava-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsdehal%2Fflava-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsdehal%2Fflava-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsdehal%2Fflava-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/apsdehal","download_url":"https://codeload.github.com/apsdehal/flava-tutorials/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":238284791,"owners_count":19446727,"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":"2024-10-11T02:54:17.681Z","updated_at":"2025-10-26T07:31:00.078Z","avatar_url":"https://github.com/apsdehal.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FLAVA Tutorials\n\nThis repository contains tutorials for FLAVA model introduced [here](https://arxiv.org/abs/2112.04482). The model is available on Hugging Face hub at [https://huggingface.co/facebook/flava-full](https://huggingface.co/facebook/flava-full).\n\n1. [Interact with FLAVA](./flava-interact.ipynb)  \u003ca href=\"https://colab.research.google.com/github/apsdehal/flava-tutorials/blob/main/flava-interact.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n1. [WinoGround FLAVA Example](./winoground-flava-example.ipynb) \u003ca href=\"https://colab.research.google.com/github/apsdehal/flava-tutorials/blob/main/winoground-flava-example.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n1. [Zero-Shot on ImageNet](./imagenet-zeroshot.ipynb)  \u003ca href=\"https://colab.research.google.com/github/apsdehal/flava-tutorials/blob/main/imagenet-zeroshot.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n1. Zero-Shot on GLUE [to be added soon]\n1. Linear Probe on Vision tasks [to be added soon]\n1. Fine-tune on custom task [to be added soon]\n\n\nSome of these notebooks are inspired from notebook introduced by CLIP.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapsdehal%2Fflava-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapsdehal%2Fflava-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapsdehal%2Fflava-tutorials/lists"}