Model overview
GGUF quantizations of deepseek-ai/DeepSeek-V4.1-Flash-1017 (a mixture of experts: 384 routed experts per layer, 6 active per token, plus a shared expert), made for **Project Maya**. Project Maya keeps the most-used experts on the GPU and reads the rest from RAM and the SSD, so the model runs well below its size. Both quants are made from DeepSeek's own release (FP4 experts, FP8 dense weights), not from a re-quantized file, and keep every expert. Measured on held-out text never used for calibration, against the original model's own predictions (DeepSeek's reference implementation running the original weights). As a yardstick, the original weights run through Project Maya's engine give 96.4% - the engine's own rounding; the rest of each quant's distance is the quantization. > **Built partly on the IST Austria DAS Lab (ISTA-DASLab) recipe.** The experts > are rounded with GPTQ-style error feedback (each against its own input statistics), and the result is measured > against the full-precision model.
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：mit。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。