LLMs
Artificial Intelligence
DeepMind’s Michelangelo Benchmark: Revealing the Limits of Long-Context LLMs
As Artificial Intelligence (AI) continues to advance, the flexibility to process and understand long sequences of data is becoming more vital. AI systems at the moment are used for complex tasks like analyzing long...
Artificial Intelligence
Beyond Chain-of-Thought: How Thought Preference Optimization is Advancing LLMs
A groundbreaking recent technique, developed by a team of researchers from Meta, UC Berkeley, and NYU, guarantees to reinforce how AI systems approach general tasks. Referred to as “Thought Preference Optimization” (TPO), this method...
Artificial Intelligence
5 Best Large Language Models (LLMs) (September 2024)
The sector of artificial intelligence is evolving at a panoramic pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a brand new generation of...
Artificial Intelligence
GGUF Quantization with Imatrix and K-Quantization to Run LLMs on Your CPU
Fast and accurate GGUF models on your CPUGGUF is a binary file format designed for efficient storage and fast large language model (LLM) loading with GGML, a C-based tensor library for machine learning.GGUF encapsulates...
Artificial Intelligence
Automate Video Chaptering with LLMs and TF-IDF
The important thing steps within the workflow lie in structuring the transcript in paragraphs (step 2) before grouping the paragraphs into chapters from which a table of contents is derived (step 4). Note that...
Artificial Intelligence
From Text to Networks: The Revolutionary Impact of LLMs on Knowledge Graphs
A Step-by-Step Guide to Constructing and Leveraging Knowledge Graphs with LLMsThe rise of Large Language Models (LLMs) has revolutionized the best way we extract information from text and interact with it. Nonetheless, despite their...
Artificial Intelligence
Benchmarks For LLMs
Large Language Models have gained massive popularity in recent times. I mean, you may have seen it. LLMs exceptional ability to know human language commands made them turn out to be the absolutely perfect...
Artificial Intelligence
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Current long-context large language models (LLMs) can process inputs as much as 100,000 tokens, yet they struggle to generate outputs exceeding even a modest length of two,000 words. Controlled experiments reveal that the model’s...
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