{"adoption": {"forks": 71, "observed_at": "2026-08-28T04:03:13.803163+00:00", "stars": 1013}, "canonical_url": "https://ross.abutalabs.com/products/lumina-image-20", "card": {"archived": false, "artifact_type": "library", "description": "Lumina-Image 2.0: A Unified and Efficient Image Generative Framework", "domain": ["artificial-intelligence", "image-processing", "deep-learning"], "enriched": true, "function": ["machine-learning", "image-processing", "llm-inference"], "health_score": 70, "homepage": "https://arxiv.org/abs/2503.21758", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["Alpha-VLLM/Lumina-Image-2.0"], "name": "Alpha-VLLM/Lumina-Image-2.0", "platform": ["python"], "pushed_at": "2026-05-22T05:44:56+00:00", "repo": "Alpha-VLLM/Lumina-Image-2.0", "stars": 1013, "tags": ["text-to-image", "diffusion-model", "diffusers", "image-generation", "dit", "open-weights", "gpu", "docker"], "topics": [], "urls": [], "use_cases": ["generate images from text prompts", "run a text-to-image model locally on GPU", "fine-tune a text-to-image model with LoRA", "integrate image generation into an app via diffusers", "compare open text-to-image models on benchmarks"], "what_it_is": "Lumina-Image 2.0 is an open-source 2.6B-parameter text-to-image generation framework built on a unified Next-DiT architecture with a unified captioner (UniCap). The repository provides training and inference code, Hugging Face checkpoints, Diffusers integration, and demo spaces.", "when_to_avoid": ["you need the absolute highest image quality from frontier closed models", "you have no GPU available", "you need video or audio generation rather than images"], "when_to_choose": ["you need an open-weights, Apache-2.0 text-to-image model with Diffusers support", "you want a relatively small (2.6B) image generation model that is efficient to run", "you want to fine-tune or extend a DiT-based image generator"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/lumina-image-20", "repo": "Alpha-VLLM/Lumina-Image-2.0", "role": "main", "score": 58}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.803163+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:11:36.716401+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "635194e2f05964be8f831cf574abe51c2c651c7d099cbd7c5c52c2a561f2041c", "fetched_at": "2026-08-28T04:03:13.803163+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Alpha-VLLM/Lumina-Image-2.0"}, {"content_hash": "7f16c1cab582ac6b72d4eaf9af69951a7ae97a4b94feb118656d1c0ceae9b5e3", "fetched_at": "2026-08-29T13:11:06.724009+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2503.21758"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T13:11:06.733319+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T13:11:06.736524+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T13:11:06.738355+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T13:11:06.734998+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 83, "longevity": 41, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 585, "days_push": 103, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 58, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}