{"id":27957594,"url":"https://github.com/laion-ai/open-sci-hf","last_synced_at":"2025-05-07T18:13:42.505Z","repository":{"id":291493912,"uuid":"930865219","full_name":"LAION-AI/Open-Sci-hf","owner":"LAION-AI","description":null,"archived":false,"fork":false,"pushed_at":"2025-02-13T15:30:26.000Z","size":985,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-05-07T18:13:38.908Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/LAION-AI.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":"2025-02-11T10:40:30.000Z","updated_at":"2025-04-04T03:13:32.000Z","dependencies_parsed_at":"2025-05-05T01:42:23.699Z","dependency_job_id":"332828b2-e03f-4dc5-b0d4-af3dbea5c500","html_url":"https://github.com/LAION-AI/Open-Sci-hf","commit_stats":null,"previous_names":["laion-ai/open-sci-hf"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2FOpen-Sci-hf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2FOpen-Sci-hf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2FOpen-Sci-hf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2FOpen-Sci-hf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LAION-AI","download_url":"https://codeload.github.com/LAION-AI/Open-Sci-hf/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252931550,"owners_count":21827112,"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":"2025-05-07T18:13:41.997Z","updated_at":"2025-05-07T18:13:42.496Z","avatar_url":"https://github.com/LAION-AI.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Opensci model hf\n\n```bash\npip install -r requirements.txt\n```\n\n```bash\npython example.py\n```\n\n```\nOpensciForCausalLM(\n  (model): OpensciModel(\n    (embed_tokens): Embedding(50304, 2048)\n    (layers): ModuleList(\n      (0-23): 24 x OpensciDecoderLayer(\n        (self_attn): OpensciAttention(\n          (q_proj): Linear(in_features=2048, out_features=2048, bias=True)\n          (k_proj): Linear(in_features=2048, out_features=2048, bias=True)\n          (v_proj): Linear(in_features=2048, out_features=2048, bias=True)\n          (o_proj): Linear(in_features=2048, out_features=2048, bias=True)\n          (q_norm): OpensciRMSNorm((64,), eps=1e-05)\n          (k_norm): OpensciRMSNorm((64,), eps=1e-05)\n        )\n        (mlp): OpensciMLP(\n          (gate_proj): Linear(in_features=2048, out_features=5440, bias=True)\n          (up_proj): Linear(in_features=2048, out_features=5440, bias=True)\n          (down_proj): Linear(in_features=5440, out_features=2048, bias=True)\n          (act_fn): SiLU()\n        )\n        (input_layernorm): OpensciRMSNorm((2048,), eps=1e-05)\n        (post_attention_layernorm): OpensciRMSNorm((2048,), eps=1e-05)\n      )\n    )\n    (norm): OpensciRMSNorm((2048,), eps=1e-05)\n    (rotary_emb): OpensciRotaryEmbedding()\n  )\n  (lm_head): Linear(in_features=2048, out_features=50304, bias=False)\n)\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaion-ai%2Fopen-sci-hf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flaion-ai%2Fopen-sci-hf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaion-ai%2Fopen-sci-hf/lists"}