Model overview
GGUF builds of puwaer/DeepSeek-V4-Flash-0731-reap-150b for llama.cpp — 132 routed experts per layer (down from the base model's 256) via router-weighted expert activation **pruning** (REAP). See that repo's card for the compression recipe and full benchmark discussion; this one covers what is specific to the GGUF files: what each one is, how it was quantized, and how to serve it. Unlike the 200b checkpoints, no `IQ1_M` rung is published for this size — the 132-expert checkpoint's baseline fits inside a single 96 GB GPU, so this ladder was only carried down to `Q2_K`. **`MXFP4_MOE` is not a quantization, it is the baseline.** DeepSeek ships this model's routed experts already in MXFP4 (`expert_dtype: fp4`); llama.cpp's converter repacks those values into ggml's MXFP4 block layout without changing a single one (`conversion/deepseek.py::_pack_mxfp4_blocks`, 17 bytes per 32 values either way). So this file is numerically identical to the safetensors checkpoint linked above — same weights, different container.
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。