{"adoption": {"forks": 237, "observed_at": "2026-08-28T04:08:04.173285+00:00", "stars": 3432}, "canonical_url": "https://ross.abutalabs.com/products/awesome-code-llm", "card": {"archived": false, "artifact_type": "learning-resource", "description": "[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.", "domain": ["large-language-models", "tutorials", "awesome-lists"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 70, "homepage": "https://arxiv.org/abs/2311.07989", "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["codefuse-ai/Awesome-Code-LLM"], "name": "codefuse-ai/Awesome-Code-LLM", "platform": [], "pushed_at": "2026-05-20T07:33:12+00:00", "repo": "codefuse-ai/Awesome-Code-LLM", "stars": 3432, "tags": ["awesome-list", "code-llm", "survey", "papers", "datasets", "research-curation", "software-engineering", "natural-language-processing", "web-server"], "topics": ["datasets", "llm", "papers", "software-engineering", "survey", "ai", "awesome", "nlp", "tmlr"], "urls": [], "use_cases": ["find research papers on code LLMs", "find datasets for training code language models", "survey of LLMs for software engineering", "literature review for code generation research", "find benchmarks for evaluating code models", "keep up with new code LLM papers"], "what_it_is": "A curated awesome-list accompanying a TMLR survey on language models for code, cataloguing 70+ models, 40+ evaluation tasks, 180+ datasets, and 900+ related papers. It is regularly updated with new publications from venues like EMNLP and ICML.", "when_to_avoid": ["you need runnable code or a trained model rather than paper references", "you want a tool or library rather than a reading list"], "when_to_choose": ["you need a comprehensive, categorized bibliography of code LLM research", "you are writing a survey or literature review on language models for code", "you want curated links to code LLM datasets and benchmarks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-code-llm", "repo": "codefuse-ai/Awesome-Code-LLM", "role": "main", "score": 65}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+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": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+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": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:04.173285+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+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": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+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": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+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": "2026-08-29T18:37:45.092533+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a1750f5bf71e2b288a8e487a49e46a6dc47acd8672a8a36da8b96740dfcf0722", "fetched_at": "2026-08-28T04:08:04.173285+00:00", "kind": "readme", "missing": false, "url": "https://github.com/codefuse-ai/Awesome-Code-LLM"}, {"content_hash": "d3ea24ce1c70fe9d5fe9f3379ee25730a2b78f6f45a4189cebf557a18f097248", "fetched_at": "2026-08-29T09:32:18.078871+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2311.07989"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T09:32:18.088169+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T09:32:18.092168+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T09:32:18.094197+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T09:32:18.090227+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 83, "longevity": 76, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1077, "days_push": 105, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 65, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}