Direct Preference Optimization: A Complete Guide
import torch import torch.nn.functional as F class DPOTrainer: def __init__(self, model, ref_model,…
Mistral 2 and Mistral NeMo: A Comprehensive Guide to the Latest LLM Coming From Paris
Founded by alums from Google's DeepMind and Meta, Paris-based startup Mistral AI…
Understanding Large Language Model Parameters and Memory Requirements: A Deep Dive
Large Language Models (LLMs) has seen remarkable advancements in recent years. Models…
MARKLLM: An Open-Source Toolkit for LLM Watermarking
LLM watermarking, which integrates imperceptible yet detectable signals within model outputs to…
Deploying Large Language Models on Kubernetes: A Comprehensive Guide
Large Language Models (LLMs) are capable of understanding and generating human-like text,…
Qwen2 – Alibaba’s Latest Multilingual Language Model Challenges SOTA like Llama 3
After months of anticipation, Alibaba's Qwen team has finally unveiled Qwen2 –…
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
The recent progress and advancement of Large Language Models has experienced a…
Supercharging Large Language Models with Multi-token Prediction
Large language models (LLMs) like GPT, LLaMA, and others have taken the…
Unveiling the Control Panel: Key Parameters Shaping LLM Outputs
Large Language Models (LLMs) have emerged as a transformative force, significantly impacting…