Model overview
This repository contains a custom Transformers causal language model. External evaluation repositories should load it with `trust_remote_code=True` and use the `causal` backend. `sentencepiece` is required for `AutoTokenizer`. `pypinyin` is required for raw Mandarin-to-pinyin tokenization. `jieba` is required when `use_jieba` is true; this export was created with `use_jieba=true`. The tokenizer accepts raw text through standard calls such as `tokenizer(text)`, `tokenizer(text, add_special_tokens=False)`, and `tokenizer(texts, padding=True, truncation=True, return_tensors="pt")`. It also accepts `return_offsets_mapping=True` for compatibility with completion-ranking evaluators that need suffix masks. The model supports `output_hidden_states=True` for representation extraction tasks.
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：来源未披露，须进一步核验。模型介绍与第三方评测均以原来源的具体版本和方法为准。