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Large language models (LLMs), like ChatGPT, are reshaping education by offering new methods for learning and teaching. These advanced models understand and generate human-like text, changing student, educator, and information interaction. LLMs enhance learning efficiency and creativity but raise concerns about trust and potential dependency on technology. The core issue explored in this research is…
Deepset and Mixedbread have taken a bold step toward addressing the imbalance in the AI landscape that predominantly favors English-speaking markets. They have introduced a groundbreaking open-source German/English embedding model, deepset-mxbai-embed-de-large-v1, to enhance multilingual capabilities in natural language processing (NLP). This model is based on intfloat/multilingual-e5-large and has undergone fine-tuning on over 30 million pairs…
Traditional policy learning uses sampled trajectories from a replay buffer or behavior demonstrations to learn policies or trajectory models that map from state to action. This approach models a narrow behavior distribution. However, there is a challenge to guide high-dimensional output generation using low-dimensional demonstrations. Diffusion models have shown highly competitive performance on tasks like…
OpneAI has just launched GPT-4o Mini, its most cost-efficient small AI Model. This model promises to broaden the scope of AI applications with its affordable pricing and powerful capabilities for the price. GPT-4o mini is significantly more affordable than previous models. The GPT-4o mini is priced at 15 cents per million input tokens and 60…
In collaboration with NVIDIA, the Mistral AI team has unveiled Mistral NeMo, a groundbreaking 12-billion parameter model that promises to set new standards in artificial intelligence. Released under the Apache 2.0 license, Mistral NeMo is designed to be a high-performance, multilingual model capable of handling a context window of up to 128,000 tokens. This extensive…
Sign language research aims to advance technology that improves the understanding, translation, and interpretation of sign languages used by Deaf and hard-of-hearing communities globally. This field involves creating extensive datasets, developing sophisticated machine-learning models, and enhancing tools for translation and identification in various applications. By bridging communication gaps, this research supports better inclusion and accessibility…
Groq has recently released two innovative open-source models for tool use: Llama-3-Groq-70B-Tool-Use and Llama-3-Groq-8B-Tool-Use. These models are developed in collaboration with Glaive and designed to advance tool use and function-calling capabilities in AI. The Llama-3-Groq-70B-Tool-Use model is the highest-performing model on the Berkeley Function Calling Leaderboard (BFCL), outperforming all other open-source and proprietary models. Achieving…
Large language models (LLMs) have revolutionized human-computer interaction but face challenges in complex real-world scenarios requiring extensive reasoning. LLM-based agents struggle with lengthy reasoning chains, leading to error propagation and reduced accuracy. Existing systems’ complexity hinders practical deployment and scalability. Also, long-context management poses a significant challenge, with a gap between claimed and effective context…
Evaluating the effectiveness of Large Language Model (LLM) compression techniques is a crucial challenge in AI. Compression methods like quantization aim to optimize LLM efficiency by reducing computational costs and latency. However, traditional evaluation practices focus primarily on accuracy metrics, which fail to capture changes in model behavior, such as the phenomenon of “flips” where…
For recruiters, finding the right candidates—whether they’re applying inward or outbound—is a laborious and time-consuming process. The results are longer hiring processes, lost chances, and less-than-ideal hiring choices. Meet Serra: an AI-powered candidate search engine that helps recruiters locate the right inbound and outbound applicants. If a recruiter is looking for top talent, Serra can…