Model overview
This model **Huihui-gemma-4-12B-it-abliterated-AWQ** was converted to AWQ format, from huihui-ai/Huihui-gemma-4-12B-it-abliterated using llm-compressor version 0.12.0 (https://github.com/vllm-project/llm-compressor.git). With using dataset **ultrachat_200k** from **HuggingFaceH4/ultrachat_200k** & **wikitext** from **Salesforce/wikitext** 2. Copy hash for snapshots directory, then use it for chat templates and tool call parser ex: /home/xxx/.cache/huggingface/hub/models--nicklas373--Huihui-gemma-4-12B-it-abliterated-AWQ/snapshots/HASH_CODE/xxx 3. Run models with this command ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
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：来源未披露，须进一步核验。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。