Hugging Face has unveiled the Open LLM Leaderboard v2, a significant upgrade to its initial leaderboard used for ranking language models. The new version aims to address the challenges faced by the initial model, featuring refined evaluation methods, tougher benchmarks, and a fairer scoring system.
Over the last year, the original leaderboard had become a…
Hugging Face has released a significant upgrade to its Leaderboard for open-source language models (LLMs) geared towards addressing existing constraints and introducing better evaluation methods. Notably, the upgrade known as Open LLM Leaderboard v2 offers more stringent benchmarks, presents advanced evaluation techniques, and implements a fairer scoring system, fostering a more competitive environment for LLMs.
The…
Google has introduced two new advanced AI models, the Gemma 2 27B and 9B, underlining their continued commitment to revolutionizing AI technology. Capable of superior performance but with a compact structure, these models represent significant advancements in AI language processing.
The larger model, the Gemma 2 27B, boasts 27 billion parameters, allowing it to handle more…
The Galileo Luna is a transformative tool in the evaluation of language model processes, specifically addressing the prevalence of hallucinations in large language models (LLMs). Hallucinations refer to situations where models generate information that isn’t specific to a retrieved context, a significant challenge when deploying language models in industry applications. Galileo Luna combats this issue…
Detecting personally identifiable information (PII) in documents can be a complex task due to numerous regulations like the EU's GDPR and multiple U.S. data protection laws. A flexible approach is needed given the variations in data formats and domain-specific requirements. In response, Gretel has developed a synthetic dataset to help with PII detection.
Gretel's Navigator tool…
Artificial intelligence technology continues to evolve at a rapid pace, with innovative solutions bringing AI from prototype to production. Recognizing the challenges these transitions can present, TrueFoundry has introduced a novel open-source framework — Cognita — leveraging Retriever-Augmented Generation (RAG) technology to provide a more straightforward and scalable pathway to deploying AI applications.
Cognita is designed…
Social media giant, Meta, recently revealed its latest large language model, the Meta Llama 3. This model is not just an upgrade but is a significant breakthrough in the field of Artificial Intelligence (AI). The company has outdone itself by setting a new industry standard for open-source AI models.
The Meta Llama 3 is available in…
In the highly competitive field of AI development, company Zyphra has announced a significant breakthrough with a new model called Zamba-7B. This compact model contains 7 billion parameters, but it competes favorably with larger models that are more resource-intensive. Key to the success of the Zamba-7B is a novel architectural design that improves both performance…
A team of AI researchers has developed a new series of open-source large language models (LLMs) called WizardLM-2, signaling a significant breakthrough in artificial intelligence. Consisting of three models, WizardLM-2 8x22B, WizardLM-2 70B, and WizardLM-2 7B, each model is designed to handle different complex tasks, aiming to enhance machine learning capabilities.
The introduction of WizardLM-2…