Artificial intelligence

Artificial intelligence

Eliminating Vector Quantization: Diffusion-Based Autoregressive AI Models for Image Generation

Autoregressive image generation models have traditionally relied on vector-quantized representations, which...
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Artificial intelligence

Fine-Tuning Stable Diffusion with LoRA

Stable Diffusion can generate an image based on your input. There are many models that are similar in architecture and pipeline, but their...
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Artificial intelligence

Imperva optimizes SQL generation from natural language using Amazon Bedrock

This is a guest post co-written with Ori Nakar from Imperva. ...
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Artificial intelligence

Transforming Next-Token Prediction into Classification with LLMs | by Yu-Cheng Tsai | Jun, 2024

From tokens to labels: Performing classification with large language modelsLarge Language Models (LLMs), trained on vast amounts of internet data, are versatile and...
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Artificial intelligence

StreamSpeech: A Direct Simul-S2ST Speech-to-Speech Translation Model that Jointly Learns Translation and Simultaneous Policy in a Unified Framework of Multi-Task Learning

Large Language Models (LLMs) have gained significant attention in the field...
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Artificial intelligence

Training Stable Diffusion with Dreambooth

Stable Diffusion is trained on LAION-5B, a large-scale dataset comprising billions of general image-text pairs. However, it falls short of comprehending specific subjects...
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