LLM / Neural Networks and Deep Learning

MinerU: Open-Source AI Solution Significantly Boosts Document Extraction Accuracy

30 September 2024

MinerU: Open-Source AI Solution Significantly Boosts Document Extraction Accuracy

Researchers from the Shanghai Artificial Intelligence Laboratory have developed MinerU, a cutting-edge open-source solution for precise document content extraction. MinerU is designed to extract and structure content from diverse document…

Molmo: Open Source Multimodal Vision-Language Models Outperform Gemini 1.5 and Claude 3.5

26 September 2024

Molmo: Open Source Multimodal Vision-Language Models Outperform Gemini 1.5 and Claude 3.5

Molmo is a new series of multimodal vision-language models (VLMs) created by researchers at the Allen Institute for AI and the University of Washington. The Molmo family outperforms many state-of-the-art…

OpenAI Launches o1 Model Family, Introducing Advanced Reasoning

13 September 2024

OpenAI Launches o1 Model Family, Introducing Advanced Reasoning

OpenAI has introduced its new “o1” model family, marking a pivotal shift from the widely recognized GPT series. The o1 models — specifically o1-preview and o1-mini — are designed to…

Scaling Test-Time Compute: A New Paradigm in LLM Performance

27 August 2024

Scaling Test-Time Compute: A New Paradigm in LLM Performance

Researchers from UC Berkeley and Google DeepMind published a groundbreaking paper titled “Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.” This paper introduces a transformative…

LongWriter: Open-Source Framework for Generating Texts Beyond 10,000 Words

19 August 2024

LongWriter: Open-Source Framework for Generating Texts Beyond 10,000 Words

LongWriter is a framework and a set of large language models (LLMs) designed specifically to enable ultra-long text generation, often exceeding 10,000 words while maintaining coherence, quality, and relevance. It…

Mistral Large 2: Leading the Way in Open Source AI Code Generation

25 July 2024

Performance accuracy on code generation benchmarks (all models were benchmarked through the same evaluation pipeline)

Mistral Large 2: Leading the Way in Open Source AI Code Generation

Mistral AI has announced Mistral Large 2, the latest iteration of its flagship model, setting a new state of the art (SOTA) in open-source code generation models. This new model…

LLaMA 3.1 Models Released: Open Source and Comparable to GPT-4

24 July 2024

LLaMA 3.1 Models Released: Open Source and Comparable to GPT-4

LLAMA 3,1 models has been officially released, including the massive 405 billion-parameter LLaMA 3.1 405B model. Expanded context length to 128K, support for eight languages, and the introduction of LLaMA…

Google PH-LLM: A Language Model for Health Monitoring

16 June 2024

16 June 2024

Google PH-LLM: A Language Model for Health Monitoring

16 June 2024

Google developed the PH-LLM language model to analyze medical data collected from wearable devices such as smartwatches and heart rate monitors. During experiments, the model answered health-related questions and predicted…

Zyda: 1.3T Dataset for Open Language Modeling

12 June 2024

Zyda: 1.3T Dataset for Open Language Modeling

Zyda is a 1.3 trillion-token open-source dataset designed for open language modeling. Zyda integrates a range of high-quality open datasets, including RefinedWeb, Starcoder, C4, Pile, enhancing them through comprehensive filtering…

Apple Unveils “Apple Intelligence” and OpenAI Partnership at WWDC

11 June 2024

Apple-WWDC24-Apple-Intelligence-OpenAI-deal

Apple Unveils “Apple Intelligence” and OpenAI Partnership at WWDC

Apple’s Worldwide Developers Conference (WWDC) saw a major focus on artificial intelligence, introducing “Apple Intelligence” and a strategic partnership with OpenAI. These announcements highlight Apple’s commitment to integrating AI across…

Qwen2: A Leap Forward in Open Source Language Models

7 June 2024

Qwen2: A Leap Forward in Open Source Language Models

In a momentous development, the highly anticipated transition from Qwen1.5 to Qwen2 has finally arrived, marking a significant milestone in the realm of language models. Qwen 2 outperforms Llama 3…

GPT-4 Trained to Predict Financial Metrics Better Than Analysts

26 May 2024

GPT-4 Trained to Predict Financial Metrics Better Than Analysts

Scientists from the University of Chicago have demonstrated that large language models can conduct financial statement analysis of companies with greater accuracy than professional analysts. These research findings could impact…

Google RecurrentGemma: Next-Gen Local Language Model

14 April 2024

14 April 2024

Google RecurrentGemma: Next-Gen Local Language Model

14 April 2024

Google has introduced the RecurrentGemma language model, designed to operate locally on devices with limited resources such as smartphones, personal computers, and smart speakers. The new architecture from Google significantly…

Apple MGIE: Multimodal Models for Image Editing

12 February 2024

Apple MGIE: Multimodal Models for Image Editing

Apple, in collaboration with the University of California, has developed the open-source MGIE model for image editing based on text input. This model tackles various editing tasks, including Photoshop-style image…

Google Introduces Gemini, a Cutting-Edge Language Model Set

7 December 2023

Google Introduces Gemini, a Cutting-Edge Language Model Set

Google has announced the creation of Gemini, a set of three language models surpassing competitors in 30 out of 32 benchmarks. The top-tier model, Gemini Ultra, is available through an…

Microsoft AutoGen: A Framework for Configuring LLM Agents

8 October 2023

8 October 2023

Microsoft AutoGen: A Framework for Configuring LLM Agents

8 October 2023

Microsoft has unveiled AutoGen, an open-source library designed for creating and configuring LLM agents. Moreover, these are individual sessions of large language models that can collaborate for collective problem-solving. LLM…

FLM-101B: Training 101 Billion Parameter Language Model with a $100K Budget

24 September 2023

FLM-101B: Training 101 Billion Parameter Language Model with a $100K Budget

Researchers from Beijing University present FLM-101B, an open-source large language model (LLM) with 101 billion parameters trained from scratch with a budget of only $100K. Training LLMs at large scales…

Falcon 180B: The Largest Open Language Model Surpasses Llama 2 and GPT 3.5

6 September 2023

Falcon 180B: The Largest Open Language Model Surpasses Llama 2 and GPT 3.5

The Institute of Technological Innovations from the UAE has unveiled Falcon 180B, the largest open language model, displacing Llama 2 from the top spot in the rankings of pre-trained open-access…

OpenAI Suggests Teachers Use ChatGPT for Lesson Preparation and Assessment

5 September 2023

5 September 2023

OpenAI Suggests Teachers Use ChatGPT for Lesson Preparation and Assessment

5 September 2023

OpenAI, in anticipation of the upcoming academic year, has revealed how teachers can leverage ChatGPT to streamline the teaching process. In the article “Teaching with AI,” the company presents four…

Google VRDU: Advancing Document Content Understanding with Dataset and Benchmark

27 August 2023

Google VRDU: Advancing Document Content Understanding with Dataset and Benchmark

Google has publicly released VRDU, a dataset and benchmark designed for training models in understanding document content. VRDU aims to accelerate the development of models capable of processing complex documents…

OpenAI Unlocks New Potential with GPT-3.5 Turbo Model Fine-Tuning

22 August 2023

22 August 2023

OpenAI Unlocks New Potential with GPT-3.5 Turbo Model Fine-Tuning

22 August 2023

OpenAI has introduced a significant update to its GPT-3.5 Turbo model, allowing developers to fine-tune the model for their specific tasks and applications. This enhancement opens up the opportunity for…