Unite.AI

NOVEMBER 29, 2023

In this article, we will be talking about the Zephyr-7B framework, a state of the art chat benchmark for 7B parameter models that does not require human annotations. The primary aim of the framework is to enable developers to produce smaller large language models that are aligned to the user intent closer than ever before.

LLM 173

LLM Large Language Models Natural Language Processing Artificial Intelligence 173

AWS Machine Learning Blog

FEBRUARY 5, 2024

Introducing Meta Llama 2 and Mistral models Llama 2 is a cutting-edge foundation model by Meta that offers improved scalability and versatility for a wide range of generative AI tasks. Mistral.AI, a leading AI French start-up, has developed the Mistral 7B, a powerful language model with 7.3 billion parameters.

Generative AI 84

Generative AI Machine Learning Chatbots ML 84

Marktechpost

DECEMBER 3, 2023

This launch introduces two new large language models (LLMs), pplx-7b-online and pplx-70b-online, which mark the pioneering foray into publicly accessible online LLMs via an API. Both models are built upon the mistral-7b and llama2-70b base models. The results of these evaluations are impressive. surpassing gpt-3.5

LLM 130

LLM Large Language Models OpenAI ChatGPT 130

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. What are Domain-Specific Language Models?

Large Language Models 204

Large Language Models Natural Language Processing LLM Data Scarcity 204

AssemblyAI

OCTOBER 9, 2023

Read more>> Introduction to Large Language Models for Generative AI : Generative AI language models are changing the way humans and AI interact and work together, but how do these models actually work? Is it really the best 7B model? (A Winners for the AssemblyAI-Streamlit Hackathon have been announced!

Python 130

Python Metadata Large Language Models Generative AI 130

Marktechpost

APRIL 10, 2024

PiSSA’s early introduction preserves the model’s capabilities by rendering the residual matrix negligible, enabling the adapter to encapsulate primary capabilities. Comparative experiments between PiSSA, LoRA, and full parameter fine-tuning on LLaMA 2-7B, Mistral-7B-v0.1, Check out the Paper and Github.

Large Language Models 103

Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 103

Pragnakalp

JANUARY 1, 2024

In our previous blog Introduction to Mistral 7B , we explored the revolutionary advancements of Mistral AI, showcasing its innovation ability. You can refer to our blog Introduction to Mistral 7B. We’ll compare it to the demanding LLaMA 2 model, uncovering what sets Mistral AI apart.

Python 52

Python Natural Language Processing Explainability NLP 52

Marktechpost

FEBRUARY 28, 2024

Building on the foundational introduction of FinTral, this model stands out by integrating a multimodal approach, leveraging textual, numerical, tabular, and visual data for an enriched financial document analysis. It introduces FinSet, a comprehensive benchmark for evaluating financial LLMs.

Large Language Models 105

Large Language Models Natural Language Processing NLP LLM 105

AssemblyAI

OCTOBER 26, 2023

Is it really the best 7B model? (A A First Look) : Mistral claims that the 7.3B Is it really the best 7B model? (A A First Look) : Mistral claims that the 7.3B Reduced latency in  Real-time Transcription  - Faster response for live interactions. We'll have even more to share beyond these updates soon.

Python 130

Python Large Language Models LLM OpenAI 130

Marktechpost

MARCH 4, 2024

The research team from Qualcomm AI Research conducted extensive experiments to validate the effectiveness of GPTVQ, demonstrating its ability to establish new benchmarks for the size vs. accuracy trade-offs across various LLMs, including Llama-v2 and Mistral models. Specifically, GPTVQ reduced perplexity to 5.93 Check out the Paper.

Machine Learning 119

Machine Learning AI Researcher AI Research Large Language Models 119

Marktechpost

DECEMBER 22, 2023

These include different versions like Llama-2-7b and Llama-2-13b, specializing in tasks such as generating text and completing conversations. These are accompanied by DeciLM, DeciDiffusion, DeciCoder, and Mistral 7B Mixtral 8x7b, catering to diverse requirements in text generation, text-to-picture translation, program completion, and more.

OpenAI 99

OpenAI Data Scientist AI AI 99

AWS Machine Learning Blog

MARCH 18, 2024

In this post, we provide a high-level introduction to NIM and show how you can use it with SageMaker. An introduction to NVIDIA NIM NIM provides optimized and pre-generated engines for a variety of popular models for inference.

LLM 95

LLM Deep Learning Machine Learning Large Language Models 95

Unite.AI

DECEMBER 6, 2023

Zephyr-7B , a smaller model, demonstrated capabilities comparable to larger 70B LLMs, especially in AlpacaEval and MT-Bench. By early 2023, this number ballooned to about 100 million monthly users, and by October, the platform was drawing in around 1.7 billion visits worldwide. These numbers speak volumes about its popularity and usefulness.

LLM 276

LLM OpenAI ChatGPT AI 276

TheSequence

FEBRUARY 25, 2024

We also provide an introduction to the LLMFlow framework. The release includes the pretrained and instruction-tuned versions of Gemma 2B and 7B. Created Using DALL-E Next Week in The Sequence: Edge 373: Our series about reasoning in LLMs continues with the ReWOO method including a review of its original paper. You can subscribe below!

LLM 114

LLM Generative AI OpenAI ML 114

Towards AI

JANUARY 9, 2024

Introduction Recently a new framework or library to optimize the training and fine-tuning stage of a large language model has been released: Unsloth. Last Updated on January 10, 2024 by Editorial Team Author(s): Eduardo Muñoz Originally published on Towards AI. Image generated by the author on Leonardo.ai How can it achieve that performance?

Large Language Models 103

Large Language Models Python LLM AI 103

Mlearning.ai

JANUARY 17, 2024

Traditional computing vs. traditional AI vs. generative AI 1x: Introduction to generative AI by Monit Sharma 20+: Introduction and learning journey with resources 95x Generative AI history Generative AI has a pretty long history, with early theories emerging from Leibniz, Pascal, Babbage, Lovelace. And it will change everything.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98