Fine-Tuning Small Language Models: Practical Recommendations
WEBApr 30, 2024 · Small language models (SLMs) are generative AI models based on transformer architectures that could fit on a mobile device. These models are designed to consume less energy and require less...
Introducing Phi-3: Redefining what’s possible with SLMs
WEBApr 23, 2024 · Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.
Tiny but mighty: The Phi-3 small language models with big potential
WEBApr 23, 2024 · Microsoft is now making the first in that family of more powerful small language models publicly available: Phi-3-mini, measuring 3.8 billion parameters, which performs better than models twice its size, the company said.
Reinventing search with a new AI-powered Microsoft Bing and …
WEBFeb 7, 2023 · We’re excited to announce the new Bing is running on a new, next-generation OpenAI large language model that is more powerful than ChatGPT and customized specifically for search. It takes key learnings and advancements from ChatGPT and GPT-3.5 – and it is even faster, more accurate and more capable.
create a 3d model - Image Creator in Bing
WEBCreate images from words using Image Creator in Bing. Write a prompt of what AI image you'd like to create and see our text-to-image generator do the work for you. You can also explore others' images and old images you've created.
The science behind semantic search: How AI from Bing is …
WEBMar 2, 2021 · Microsoft Research has developed state-of-the-art task-agnostic knowledge distillation techniques to compress big pretrained Transformer-based models into small and fast ones for online serving while minimizing performance loss.
Phi-2: The surprising power of small language models
WEBDec 12, 2023 · Phi-2 is a Transformer-based model with a next-word prediction objective, trained on 1.4T tokens from multiple passes on a mixture of Synthetic and Web datasets for NLP and coding. The training for Phi-2 took 14 days on 96 A100 GPUs.
Small but Powerful: A Deep Dive into Small Language Models …
WEBDec 13, 2023 · In this article, we explore Small Language Models, their differences, reasons to use them, and their applications. We also use fine-tuning methods on Llama-2–13b, a Small Language Model, to...
Microsoft launches lightweight AI model | Reuters
WEBApr 23, 2024 · Microsoft on Tuesday launched a lightweight artificial intelligence model, as it looks to attract a wider client base with cost-effective options.
Microsoft demonstrates how it's training small language models …
WEBIt unveiled Orca 2, a small language model demonstrating strong reasoning abilities by imitating the step-by-step reasoning traces of more capable LLMs like ChatGPT and Bing Chat.
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