Applying RLAIF for API-based code generation in lightweight LLMs
This article was accepted into the Natural Language Reasoning and Structured Explanations Workshop at ACL 2024. Reinforcement learning from ai ...
Tag: LLMs
MIA-Bench: Towards better instruction after evaluating multimodal LLMs
We introduce MIA-Bench, a new benchmark designed to evaluate large multimodal language models (MLLMs) on their ability to strictly adhere ...
How to build a multilingual chatbot using large language models?
Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, using large language models. The ...
Role of LLMs like ChatGPT in scientific research: Integrating scalable AI and high-performance computing to address complex challenges and accelerate discovery in diverse fields
In the contemporary landscape of scientific research, the transformative potential of ai has become increasingly evident. This is particularly true ...
New UCLA machine learning research uncovers unexpected irregularities and lack of fluidity in decision boundaries in the context of LLMs
Recent language models such as GPT-3+ have shown notable performance improvements by simply predicting the next word in a sequence, ...
Making LLMs Write Better and Better Code for Self-Driving Using LangProp | by Shu Ishida | Jun, 2024
Analogy from classical machine learning: LLM (Large Language Model) = optimizer; code = parameters; LangProp = PyTorch LightningYou have probably ...
Together AI introduces Mixture of Agents (MoA): an AI framework that leverages the collective strengths of multiple LLMs to improve cutting-edge quality
In a major advancement for ai, Together ai has introduced an innovative Mix of Agents (MoA) approach, Together MoA. This ...
Separating Reality from Logic: The Test of Time ToT Benchmark Isolates Reasoning Skills in LLMs to Improve Temporal Understanding
Temporal reasoning involves understanding and interpreting relationships between events over time, a crucial capability for intelligent systems. This field of ...
Revealing the Inner Workings of LLMs: A Unique Value Perspective | by Louis Owen | June 2024
Now, let's get into the true meaning of this article. Analyzing matrices (Q, K, V, O) of the Llama-3–8B-Instruct model ...
Unlocking the Power of Large Language Model
Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation ...
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