Deciphering Doubt: Navigating Uncertainty in LLM Responses
This paper delves into the realm of uncertainty quantification in large language models (LLMs) to pinpoint scenarios where uncertainty in ...
Tag: LLM
Parrot: Optimizing End-to-End Performance in LLM Applications Through Semantic Variables
Large Language Models (LLMs) and Their Application in AI Development Large language models (LLMs) have revolutionized the field of application ...
Prometheus-Eval and Prometheus 2: Setting New Standards in LLM Evaluation and Open-Source Innovation with State-of-the-art Evaluator Language Model
In natural language processing (NLP), researchers constantly strive to enhance language models’ capabilities, which play a crucial role in text ...
GPT-4o’s Chinese token-training data is polluted by spam and porn websites
The new tokenizer has a total of 200,000 tokens, with approximately 25% being in non-English languages, as stated by Deedy ...
Large Language Model (LLM) Training Data Is Running Out. How Close Are We To The Limit?
In the rapidly evolving fields of Artificial Intelligence and Data Science, the amount and availability of training data play a ...
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
Large Language Model or LLM inference involves two phases: the prompt (or prefill) phase, which outputs the first token, and ...
Protecting LLM applications with Azure AI Content Safety
Both extremely promising and extremely risky, generative AI has distinct failure modes that we need to defend against to protect ...
Snowflake’s Arctic-TILT: A State-of-the-Art Document Intelligence LLM in a Single A10 GPU
The amount of unstructured data, including PDFs, images, videos, and audio files, is rapidly increasing within businesses today. However, documents, ...
Gyan AI Unveils Smaller-Scale Maths LLM, Paramanu-Ganita, Outperforming LLama, Falcon
Gyan AI has recently unveiled Paramanu-Ganita – a mathematical language model of 208 million parameters. Despite its relatively modest size—35 ...
Natural language boosts LLM performance in coding, planning, and robotics | MIT News
Large language models (LLMs) are increasingly valuable for programming and robotics tasks, but they struggle with complex reasoning problems compared ...
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