phi3.5

A lightweight AI model with 3.8 billion parameters with performance overtaking similarly and larger sized models.

3.8b
Hızlı Kurulum (Ollama kuruluysa)
ollama run phi3.5

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 2.2GB 128K Text ollama run phi3.5:latest
3.8b 2.2GB 128K Text ollama run phi3.5:3.8b
3.8b-mini-instruct-q2_K 1.4GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q2_K
3.8b-mini-instruct-q3_K_S 1.7GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q3_K_S
3.8b-mini-instruct-q3_K_M 2.0GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q3_K_M
3.8b-mini-instruct-q3_K_L 2.1GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q3_K_L
3.8b-mini-instruct-q4_0 2.2GB 128K Text ollama run phi3.5:3.8b-mini-instruct-q4_0
3.8b-mini-instruct-q4_1 2.4GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q4_1
3.8b-mini-instruct-q4_K_S 2.2GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q4_K_S
3.8b-mini-instruct-q4_K_M 2.4GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q4_K_M
3.8b-mini-instruct-q5_0 2.6GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q5_0
3.8b-mini-instruct-q5_1 2.9GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q5_1
3.8b-mini-instruct-q5_K_S 2.6GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q5_K_S
3.8b-mini-instruct-q5_K_M 2.8GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q5_K_M
3.8b-mini-instruct-q6_K 3.1GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q6_K
3.8b-mini-instruct-q8_0 4.1GB 4K Text ollama run phi3.5:3.8b-mini-instruct-q8_0
3.8b-mini-instruct-fp16 7.6GB 4K Text ollama run phi3.5:3.8b-mini-instruct-fp16

Model Detayları ve Benchmarklar (kaynak: ollama.com)

Phi-3.5-mini is a lightweight, state-of-the-art open model built upon datasets used for Phi-3 - synthetic data and filtered publicly available websites with a focus on very high-quality, reasoning dense data.

The model belongs to the Phi-3 model family and supports 128K token context length. The model underwent a rigorous enhancement process, incorporating both supervised fine-tuning, proximal policy optimization, and direct preference optimization to ensure precise instruction adherence and robust safety measures.

Long Context

Phi-3.5-mini supports 128K context length, therefore the model is capable of several long context tasks including long document/meeting summarization, long document QA, long document information retrieval.

References

Hugging Face