MODEL PROFILE

BTL-4-Compact

badtheorylabs · BTL-4-Compact

**The whole 35B model in a single 9.96 GB file.** 2.30 bits per weight, and it retains 94.1% of the full-precision model's measured behaviour. BTL-4 is a mixture of experts with roughly 2.1B active parameters per token, so it costs a large model's memory and a small model's compute. Compact is the edition that runs on hardware you already own — one file, one command, a running agent. No base download, no reconstruction. Loads in llama.cpp, Ollama and LM Studio.

Text generationlicense:apache-2.0
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/11/2 19:16:33
OVERVIEW

Model overview

**The whole 35B model in a single 9.96 GB file.** 2.30 bits per weight, and it retains 94.1% of the full-precision model's measured behaviour. BTL-4 is a mixture of experts with roughly 2.1B active parameters per token, so it costs a large model's memory and a small model's compute. Compact is the edition that runs on hardware you already own — one file, one command, a running agent. No base download, no reconstruction. Loads in llama.cpp, Ollama and LM Studio.

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.

PRICING & COST

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 / channelInputOutputBilling unitCollected 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.

INDEPENDENT BENCHMARKS

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。