Qwen2.5 14B Instruct
Qwen
Code Multilingual Tool Calls
Qwen2.5 14B Instruct is a 14.77-billion-parameter dense transformer from Alibaba's Qwen team, fine-tuned for instruction following, code generation, and structured output. It fills the gap between the 7B and 72B tiers, delivering strong reasoning and long-text generation while remaining deployable on a single consumer GPU. The model supports tool calling and covers 14 languages including English, Chinese, Japanese, and Arabic. With a 32K context window and flash attention, it quantizes well to GGUF for self-hosted inference at moderate hardware cost.
Hardware Configuration
Optional — for precise deployment recommendations
| Quantization | Quality | Size | Fit |
|---|---|---|---|
| FP16 | Full precision | 27.51 GB | — |
| Q8_0 | High | 14.62 GB | — |
| Q6_K | High | 11.29 GB | — |
| Q5_K_M | Medium | 9.78 GB | — |
| Q4_K_M | Medium | 8.38 GB | — |
| Q4_0 | Medium | 7.93 GB | — |
| Q3_K_M | Low | 6.84 GB | — |
| Q2_K | Low | 5.38 GB | — |
| Q5_0 | Low | 9.56 GB | — |
Last updated: March 5, 2026