Model overview
This is a preliminary version (and subject to change) of FP8_Dynamic quantized google/gemma-4-12B-it model. The model has both weights and activations quantized to FP8_Dynamic format with vllm-project/llm-compressor. Run this script with this LLM Compressor PR and latest transformers to quantize the model using iMatrix quantization Evals: | model_name | flexible-extract | strict-match | bits_per_byte | byte_ppl | |---------------|------------------|--------------|---------------|----------| | baseline-bf16 | 0.9082 | 0.8958 | 1.9125 | 3.7645 | | FP8-RTN | 0.9115 | 0.8999 | 1.9368 | 3.8285 | | *FP8-iMatrix* | 0.9198 | 0.9032 | 1.9056 | 3.7465 | | FP8-GPTQ | 0.9098 | 0.8950 | 1.9357 | 3.8257 |
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。