{"adoption": {"forks": 1681, "observed_at": "2026-08-28T04:10:01.917569+00:00", "stars": 7597}, "canonical_url": "https://ross.abutalabs.com/products/gpt2-chinese", "card": {"archived": false, "artifact_type": "library", "description": "Chinese version of GPT2 training code, using BERT tokenizer.", "domain": ["large-language-models", "machine-learning"], "enriched": true, "function": ["llm-training", "nlp", "machine-learning"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Morizeyao/GPT2-Chinese"], "name": "Morizeyao/GPT2-Chinese", "platform": ["python"], "pushed_at": "2024-04-25T09:14:25+00:00", "repo": "Morizeyao/GPT2-Chinese", "stars": 7597, "tags": ["gpt-2", "chinese", "text-generation", "transformer", "bert-tokenizer", "pretrained-models", "natural-language-processing"], "topics": ["transformer", "gpt-2", "chinese", "nlp", "text-generation"], "urls": [], "use_cases": ["train a GPT-2 model on Chinese text corpora", "generate Chinese poems with a pretrained model", "generate Chinese news articles or novels", "fine-tune GPT-2 for Chinese dialogue generation", "generate classical Chinese or couplets", "train a character-level or BPE-level Chinese language model"], "what_it_is": "A Python library providing GPT-2 training and text generation code tailored for Chinese, built on HuggingFace Transformers with BERT or BPE tokenizers. It includes pretrained Chinese models for poems, couplets, lyrics, classical Chinese, and general text generation.", "when_to_avoid": ["you need actively maintained state-of-the-art LLM tooling (the project is no longer updated)", "you want multilingual or non-Chinese language model training", "you need modern efficient training features like DeepSpeed or distributed training out of the box"], "when_to_choose": ["you need to train or fine-tune GPT-2 specifically on Chinese text", "you want ready-made pretrained Chinese GPT-2 models for poetry, lyrics, or couplets", "you want a simple PyTorch codebase to learn language model training"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gpt2-chinese", "repo": "Morizeyao/GPT2-Chinese", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:01.917569+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:36:51.906735+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cc5326f3ac35475da588757aaa2eb55a94cd9b1ac8fcbcbca40fee72f61ae692", "fetched_at": "2026-08-28T04:10:01.917569+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Morizeyao/GPT2-Chinese"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2652, "days_push": 860, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}