{"id":27641271,"url":"https://github.com/thoth000/embeddingedit","last_synced_at":"2026-04-24T16:03:50.102Z","repository":{"id":288713318,"uuid":"968969255","full_name":"thoth000/EmbeddingEdit","owner":"thoth000","description":"The diffusion model for editing word embedding space","archived":false,"fork":false,"pushed_at":"2025-05-17T11:28:24.000Z","size":6233,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-17T11:31:44.368Z","etag":null,"topics":["diffusion","embeddings","pytorch","text2image"],"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/thoth000.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,"zenodo":null}},"created_at":"2025-04-19T05:03:23.000Z","updated_at":"2025-05-17T11:28:27.000Z","dependencies_parsed_at":"2025-04-19T13:00:00.751Z","dependency_job_id":null,"html_url":"https://github.com/thoth000/EmbeddingEdit","commit_stats":null,"previous_names":["thoth000/embeddingedit"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/thoth000/EmbeddingEdit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thoth000%2FEmbeddingEdit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thoth000%2FEmbeddingEdit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thoth000%2FEmbeddingEdit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thoth000%2FEmbeddingEdit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thoth000","download_url":"https://codeload.github.com/thoth000/EmbeddingEdit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thoth000%2FEmbeddingEdit/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32230421,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-24T13:21:15.438Z","status":"ssl_error","status_checked_at":"2026-04-24T13:21:15.005Z","response_time":64,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["diffusion","embeddings","pytorch","text2image"],"created_at":"2025-04-23T23:42:43.215Z","updated_at":"2026-04-24T16:03:50.097Z","avatar_url":"https://github.com/thoth000.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EmbeddingEdit\n![sample image](https://github.com/thoth000/EmbeddingEdit/blob/main/docs/images/image.png)\n\n[**Website**](https://thoth000.github.io/EmbeddingEdit/)\n\n## Features\n- I implement each step of image generation, so interpolation is possible at any stage.\n  1. prompt tokenization\n  2. raw word embedding\n  3. prompt embedding\n  4. denozing\n\n- image generation from a prompt\n- images generation along with { `linear`, ... }interpolation between { `prompt`, } embedding\n\n## Tutorial\n1. You have to prepare the environment.\n   ```bash\n   pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118\n   pip install diffusers[\"torch\"] transformers\n   pip install accelerate\n   ```\n2. You can run programs.\n   - You are available to generate image from a prompt.\n     ```bash\n     python single.py --prompt \"a dog playing with ball\"\n     ```\n   - You are also available to generate few images along with linear interpolation.\n     ```bash\n     python interp.py --prompt_a \"Only an apple\" --prompt_b \"ten apples\"\n     ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthoth000%2Fembeddingedit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthoth000%2Fembeddingedit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthoth000%2Fembeddingedit/lists"}