qwen2.5

Qwen2.5 models are pretrained on Alibaba's latest large-scale dataset, encompassing up to 18 trillion tokens. The model supports up to 128K tokens and has multilingual support.

Araç Kullanımı 0.5b 1.5b 3b 7b 14b 32b 72b
Hızlı Kurulum (Ollama kuruluysa)
ollama run qwen2.5

Ollama kurulu değil mi? ollama.com/download — Windows, macOS ve Linux için ücretsiz. İlk çalıştırmada model indirilir, sonrası tamamen çevrimdışıdır.

Varyantlar

Boyut büyüdükçe kalite artar, donanım ihtiyacı yükselir. Başlangıç için küçük varyantı deneyin.

EtiketBoyutBağlamGirdiKomut
latest 4.7GB 32K Text ollama run qwen2.5:latest
0.5b 398MB 32K Text ollama run qwen2.5:0.5b
1.5b 986MB 32K Text ollama run qwen2.5:1.5b
3b 1.9GB 32K Text ollama run qwen2.5:3b
7b 4.7GB 32K Text ollama run qwen2.5:7b
14b 9.0GB 32K Text ollama run qwen2.5:14b
32b 20GB 32K Text ollama run qwen2.5:32b
72b 47GB 32K Text ollama run qwen2.5:72b
0.5b-base 398MB 32K Text ollama run qwen2.5:0.5b-base
0.5b-base-q2_K 339MB 32K Text ollama run qwen2.5:0.5b-base-q2_K
0.5b-base-q3_K_S 338MB 32K Text ollama run qwen2.5:0.5b-base-q3_K_S
0.5b-base-q3_K_M 355MB 32K Text ollama run qwen2.5:0.5b-base-q3_K_M
0.5b-base-q3_K_L 369MB 32K Text ollama run qwen2.5:0.5b-base-q3_K_L
0.5b-base-q4_0 352MB 32K Text ollama run qwen2.5:0.5b-base-q4_0
0.5b-base-q4_1 375MB 32K Text ollama run qwen2.5:0.5b-base-q4_1
0.5b-base-q4_K_S 385MB 32K Text ollama run qwen2.5:0.5b-base-q4_K_S
0.5b-base-q4_K_M 398MB 32K Text ollama run qwen2.5:0.5b-base-q4_K_M
0.5b-base-q5_0 397MB 32K Text ollama run qwen2.5:0.5b-base-q5_0
0.5b-base-q5_1 419MB 32K Text ollama run qwen2.5:0.5b-base-q5_1
0.5b-base-q5_K_S 413MB 32K Text ollama run qwen2.5:0.5b-base-q5_K_S
0.5b-base-q8_0 531MB 32K Text ollama run qwen2.5:0.5b-base-q8_0
0.5b-instruct 398MB 32K Text ollama run qwen2.5:0.5b-instruct
0.5b-instruct-q2_K 339MB 32K Text ollama run qwen2.5:0.5b-instruct-q2_K
0.5b-instruct-q3_K_S 338MB 32K Text ollama run qwen2.5:0.5b-instruct-q3_K_S
0.5b-instruct-q3_K_M 355MB 32K Text ollama run qwen2.5:0.5b-instruct-q3_K_M

108 varyant daha var — tümü için ollama.com.

Model Detayları ve Benchmarklar (kaynak: ollama.com)

Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, a range of base language models and instruction-tuned models are released, with sizes ranging from 0.5 to 72 billion parameters. Qwen2.5 introduces the following improvements over Qwen2:

  • It possesses significantly more knowledge and has greatly enhanced capabilities in coding and mathematics, due to specialized expert models in these domains.
  • It demonstrates significant advancements in instruction following, long-text generation (over 8K tokens), understanding structured data (e.g., tables), and generating structured outputs, especially in JSON format. It is also more resilient to diverse system prompts, improving role-play and condition-setting for chatbots.
  • It supports long contexts of up to 128K tokens and can generate up to 8K tokens.
  • It offers multilingual support for over 29 languages, including Chinese, English, French, Spanish, Portuguese, German, Italian, Russian, Japanese, Korean, Vietnamese, Thai, Arabic, and more.

Please note: all models except the 3B and 72B are released under the Apache 2.0 license, while the 3B and 72B models are under the Qwen license.

References

GitHub

Blog post

HuggingFace