Large language models (LLMs) have evolved significantly. What began as easy text generation and translation tools are actually getting used in research, decision-making, and sophisticated problem-solving. A key think about this shift is the...
After the rise of generative AI, artificial intelligence is on the point of one other significant transformation with the arrival of agentic AI. This variation is driven by the evolution of Large Language Models...
Because the demand for big language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has develop into more crucial than ever. NVIDIA's TensorRT-LLM steps in to handle this challenge by providing...
Reflection 70B is an open-source large language model (LLM) developed by HyperWrite. This latest model introduces an approach to AI cognition that might reshape how we interact with and depend on AI systems in...
import torch
import torch.nn.functional as F
class DPOTrainer:
def __init__(self, model, ref_model, beta=0.1, lr=1e-5):
self.model = model
self.ref_model =...