Mistral vs Llama vs Gemma：海外开放权重本地部署怎么选
按参数、许可、生态、硬件与本地部署对比 Mistral 7B、Llama 3.3 70B 与 Gemma 3 27B。
Mistral vs Llama vs Gemma：海外开放权重本地部署怎么选
本文基于 2026 年 11 月采样的 HuggingFace 元数据与官方仓库配置，整理 Mistral vs Llama vs Gemma：海外开放权重本地部署怎么选。严格区分本地开放权重与 EXAIV 云端 ID，不编造跑分、价格或社区转换仓库。
Verified facts
A HuggingFace repository proves that weights or a model card exists; it does not prove that EXAIV serves the model. Download counts are public 30-day community signals, not quality scores. Licences must be read per repository. Config fields prove architecture, not every capability or request payload.
Deployment reality
Choose a runtime that matches the format, measure memory on your own hardware, and keep the model ID, file name, licence, token counts and latency in a run log. Community GGUF files need a named publisher, a stated conversion source and a clear quantization label. The local deployment angle here is intentional: none of these repositories should be called an EXAIV cloud model unless the live catalog lists the ID.
Availability boundary
The safest wording is local open weights, official model card, and measured behaviour on your machine. Availability and prices follow /models and /pricing. A licence tag such as apache-2.0, gemma, llama3.3 or other is a starting point for review, not legal advice.
Situation
| Situation | Pick |
|---|---|
| Small local card | See the live model card and choose by hardware and licence |
| Highest instruction capacity | See the live model card and choose by hardware and licence |
| Image-text input | See the live model card and choose by hardware and licence |
| Permissive Apache licence | See the live model card and choose by hardware and licence |
| Community GGUF ecosystem | See the live model card and choose by hardware and licence |
FAQ
Are these models callable on EXAIV?
Can I use community GGUF?
Are downloads benchmark scores?
Where do I check licences?
Where do I check EXAIV availability?
Where do I check price?
Related reading
- Claude family overview — callable IDs
- GPT family overview — ID families
- Open overseas weights — local weights
- Mistral vs Llama vs Gemma — selection
- pricing — live credit packs
Sources
Parameter, download and licence data sampled in November 2026 and subject to change.
本地选择检查清单
先确认显存和上下文长度，再确认模型卡的许可与输入格式，最后在同一组提示词上比较三种模型。不要把开放权重名称当成 EXAIV 云端 ID，也不要把下载量当成跑分。价格和可用性以实时页面为准。