Qwen2.5 7B Instruct
Qwen
Code Multilingual Tool Calls
Qwen2.5 7B Instruct is a 7.62-billion-parameter dense transformer from Alibaba's Qwen team, fine-tuned for instruction following, code generation, and multilingual conversation. It ranks among the strongest 7B instruct models, with broad language coverage spanning 14 languages including English, Chinese, Japanese, and Arabic. The model supports tool calling and structured output natively. With a 32K context window and flash attention, it runs efficiently on consumer GPUs and quantizes well for lightweight self-hosted deployments.
Hardware Configuration
Optional — for precise deployment recommendations
| Quantization | Quality | Size | Fit |
|---|---|---|---|
| FP16 | Full precision | 14.19 GB | — |
| Q8_0 | High | 7.54 GB | — |
| Q6_K | High | 5.83 GB | — |
| Q5_K_M | Medium | 5.08 GB | — |
| Q4_K_M | Medium | 4.36 GB | — |
| Q4_0 | Medium | 4.13 GB | — |
| Q3_K_M | Low | 3.55 GB | — |
| Q2_K | Low | 2.81 GB | — |
| Q5_0 | Low | 4.95 GB | — |
Last updated: March 5, 2026