Mistral vs Llama vs Gemma: pagpili ng bukas na timbang para sa lokal na deployment
Inihahambing ang Mistral 7B, Llama 3.3 70B, at Gemma 3 27B ayon sa parameter, lisensya, ecosystem, hardware, at lokal na deployment.
Mistral vs Llama vs Gemma: pagpili ng bukas na timbang para sa lokal na deployment
This guide covers Mistral vs Llama vs Gemma: pagpili ng bukas na timbang para sa lokal na deployment with verified repository facts, local deployment notes and the boundary between open weights and EXAIV cloud IDs.
Napatunayang katotohanan
แหล่ง HuggingFace ยืนยันว่ามี weight หรือ model card แต่ไม่ได้ยืนยันว่า EXAIV ให้บริการโมเดลนั้น ยอดดาวน์โหลดเป็นสัญญาณชุมชน 30 วัน ไม่ใช่คะแนนคุณภาพ ใบอนุญาตต้องอ่านแยกตามคลัง และฟิลด์ใน config ยืนยันโครงสร้างไม่ใช่ความสามารถทุกอย่างหรือรูปแบบคำขอทั้งหมด
Realidad ng deployment
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.
Hangganan ng paggamit
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.
Sitwasyon
| Sitwasyon | Piliin |
|---|---|
| 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?
Karagdagang pagbabasa
- 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
Mga pinagmulan
Parameter, download and licence data sampled in November 2026 and subject to change.
Checklist ng lokal na pagpili
Magsimula sa memorya at haba ng konteksto, basahin ang lisensya at input format sa model card, at sukatin ang tatlo gamit ang parehong prompt set. Huwag gamitin ang pangalan ng timbang bilang cloud ID at huwag ituring ang download bilang quality score. Presyo at availability ay nasa live page.
Para sa produksyon, sukatin ang tatlong modelo sa parehong task set at itala ang peak memory, oras sa unang token, tokens bawat segundo, valididad ng output, at estado ng lisensya. Ang panalong modelo ay ang tumutugon sa lahat ng constraint, hindi ang may pinakamalaking parameter. Magtabi ng rollback file at suriin ang live catalog bago sabihing matawag ang modelo sa EXAIV.