Model overview
> **IMPORTANT: Parameter Count Display** > > HuggingFace displays "9B params" because it counts packed bytes, not actual parameters. > This model has the **full 32B parameter Qwen2.5-Coder architecture**. > The weights are stored as ternary values ({-1, 0, +1}) packed 4 per byte, which reduces > storage to 9.6 GB but preserves all 32 billion parameters. This is an **experimental** BitNet 1.58-bit quantization of the Qwen2.5-Coder-32B-Instruct model using absmean scaling with group-wise quantization. The model stores weights as ternary values ({-1, 0, +1}) packed 4 values per byte. > **GGUF Compatibility Note**: The GGUF conversion is experimental. Our BitNet quantization uses group size 64, while TQ2_0 uses 256-element blocks. This may cause compatibility issues with some inference engines. The SafeTensors format is the primary supported format.
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：apache-2.0。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。