Model overview
A complete set of importance-matrix (imatrix) GGUF quantizations of **Qwen/Qwen3.6-35B-A3B** — a 35B-parameter Mixture-of-Experts model (~3B active per token) — spanning the full ladder from `IQ1_*` up to `Q8_0`, plus the `BF16` baseline. This set exists as a **canonical reference** for cross-quant / cross-backend quality (perplexity) and throughput comparison. Every quant in this repository was produced from the same `BF16` source and the **same importance matrix** (`Qwen3.6-35B-A3B-imatrix.gguf`, included here for full reproducibility). > **Generated with the jimbothigpen/llama.cpp fork.** > These GGUFs and their imatrix are produced by that fork's quantization toolchain. It is a fork of > upstream ggml-org/llama.cpp that integrates features ported > from several llama.cpp forks — including the IQ-K / IQ-KS / IQ-KT (trellis) quant families from > ik_llama.cpp — plus ROCm and Vulkan backend support.
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。