Model overview
This model was converted to MLX format from `Aleph-Alpha/Kolibri-1` (FP8 checkpoint, 128x128 block scales) with the converter in kolibri-mlx, in mlx-lm 0.32.0 format: mixed affine quantisation, group size 64: routed experts (`switch_mlp.*`) 4-bit; attention projections, shared expert, embeddings and `lm_head` 8-bit; MoE router gates (`mlp.gate`) kept unquantised in bfloat16. Refer to the original model card for details on the model. Kolibri 1 is a mixture-of-experts model (50 layers, 384 experts, 6 routed plus 1 shared expert per token, sliding-window attention of 513 tokens in a 4:1 sliding:full pattern). The model is 42 GiB on disk and needs about 45.4 GB of unified memory, so it needs a Mac with 64 GB. **Stock mlx-lm cannot load this model yet.** mlx-lm does not include the `kolibri1` architecture, so `mlx_lm.load`, `mlx_lm.generate` and `mlx_lm.server` fail on it with an unsupported model type. Until mlx-lm gains `kolibri1` support, install kolibri-mlx and run `import kolibri_mlx.register` before loading; this registers the out-of-tree model file with mlx-lm in the current process.
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.
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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。