RLHF Archives - Terra Cyborg

The Many Faces of Reinforcement Studying: Shaping Massive Language Fashions

AIFebruary 14, 2025116Views 0Likes 0Comments

In recent times, Massive Language Fashions (LLMs) have considerably redefined the sector of synthetic intelligence (AI), enabling machines to know and generate human-like textual content with exceptional proficiency. This success is essentially attributed to developments in machine studying methodologies, together with deep studying and reinforcement studying (RL). Whereas supervised studying has performed a vital function…

Direct Desire Optimization: A Full Information

AIAugust 14, 2024253Views 0Likes 0Comments

import torch import torch.nn.purposeful as F class DPOTrainer: def __init__(self, mannequin, ref_model, beta=0.1, lr=1e-5): self.mannequin = mannequin self.ref_model = ref_model self.beta = beta self.optimizer = torch.optim.AdamW(self.mannequin.parameters(),…

Advancing AI Alignment with Human Values By WARM

AIFebruary 5, 2024239Views 0Likes 0Comments

Alignment of AI Programs with Human Values Synthetic intelligence (AI) techniques have gotten more and more able to aiding people in complicated duties, from customer support chatbots to medical prognosis algorithms. Nevertheless, as these AI techniques tackle extra obligations, it's essential that they continue to be aligned with human values and preferences. One method to…

EUREKA: Human-Degree Reward Design through Coding Giant Language Fashions

AINovember 21, 2023276Views 0Likes 0Comments

With the developments Giant Language Fashions have made in recent times, it is unsurprising why these LLM frameworks excel as semantic planners for sequential high-level decision-making duties. Nevertheless, builders nonetheless discover it difficult to make the most of the total potential of LLM frameworks for studying advanced low-level manipulation duties. Regardless of their effectivity, immediately's…

Advancing AI Alignment with Human Values By WARM

EUREKA: Human-Degree Reward Design through Coding Giant Language Fashions

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