Fine-Tuning of Llama-2 7B Chat for Python Code Generation: Using QLoRA, SFTTrainer, and Gradient Checkpointing on the Alpaca-14k Dataset
TheStaff In this tutorial, we demonstrate how to efficiently fine-tune the Llama-2 7B Chat model for...
AI Generative
Sundial: A New Era for Time Series Foundation Models with Generative AI
Time series forecasting presents a fundamental challenge due to its intrinsic non-determinism, making it difficult...
Meta AI Introduces ParetoQ: A Unified Machine Learning Framework for Sub-4-Bit Quantization in Large Language Models
As deep learning models continue to grow, the quantization of machine learning models becomes essential,...
ChunkKV: Optimizing KV Cache Compression for Efficient Long-Context Inference in LLMs
Efficient long-context inference with LLMs requires managing substantial GPU memory due to the high storage...
Kyutai Releases Hibiki: A 2.7B Real-Time Speech-to-Speech and Speech-to-Text Translation with Near-Human Quality and Voice Transfer
Real-time speech translation presents a complex challenge, requiring seamless integration of speech recognition, machine translation,...
Beyond Imitation
The first AI image generation model I got to play around with was Midjourney v2...
The AI Blues
A recent article in Computerworld argued that the output from generative AI systems, like GPT...
Unbundling the Graph in GraphRAG
One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using...
Educating a New Generation of Workers
There is a crisis in technical education. The golden road to a career has always...
Generative Logic
Alibaba’s latest model, QwQ-32B-Preview, has gained some impressive reviews for its reasoning abilities. Like OpenAI’s...