LLMs - Labellerr

LLMs

A collection of 19 posts

Best Voicebot Fine Tuning Tools

Voicebot Fine Tuning

5 Best Voicebot Fine Tuning Tools in 2024

Fine-tuning Language Model Models (LLMs) for voice bots is a pivotal step in optimizing their performance across various voice-based natural language processing tasks. In this incisive examination, we look at five leading tools - Labellerr, Kili, Label Studio, Databricks Lakehouse, and Labelbox - each precisely crafted to meet the specific

Devin AI: The Future Of Coding Or A Teammate For Developers

Devin AI: The Future Of Coding Or A Teammate For Developers

Introduction In the rapidly evolving world of technology, a groundbreaking innovation has been made one that promises to redefine the way we approach software development. The world of software development is at the peak of a revolution. Meet Devin AI, the invention of Cognition Labs, positioned as the world’s

5 Best Tools for LLM Fine-Tuning in 2024

5 Best Tools for LLM Fine-Tuning in 2024

Language Model Model (LLM) fine-tuning tools play a crucial role in optimizing Large Language Models (LLMs) for various natural language processing tasks. In this blog, we'll learn about five leading tools – Labellerr, Kili, Label Studio, Databricks Lakehouse, and Labelbox; each offering unique features and approaches to enhance the fine-tuning process.

2 Best RLHF Libraries in 2024

2 Best RLHF Libraries in 2024

Imagine you're training a computer to understand and generate human-like language – that's what RLHF helps us do! It's like teaching a computer to get better at talking, writing, and understanding language by giving it feedback. RLHF is important because it helps us make those computer language models even smarter. To

9 Top Tools and Libraries for RLHF in 2024

7 Top Tools for RLHF in 2024

Reinforcement Learning from Human Feedback (RLHF) is a technique used in machine learning, specifically in the training of models to incorporate human input and feedback throughout the learning process. This approach is particularly beneficial for Large Language Models (LLMs) that may be challenging to train using traditional supervised learning methods.

Language-Visual Models (LVMs)

Everything You Need To Know About Language-Visual Models (LVMs)

Table of Contents (i) What are Large Vision Models? (ii) LVMs vs. LLMs: Distinctive Comparison (iii) The Internet's Bias: A Challenge for LVMs (iv) What are Domain-specific Large Vision Models (LVMs)? (v) Industry Applications of Domain-Specific Large Vision Models (LVMs) (vi) LVMs' Future: An Inevitable Revolution What are Large Vision

Exploring the Game-Changing Potential of Mistral 7B

Introduction In the ever-evolving realm of artificial intelligence, the emergence of Mistral 7B from Mistral AI is a true game-changer. This compact yet immensely powerful model, equipped with 7 billion parameters, is poised to reshape the landscape of AI. In this comprehensive blog, we embark on a journey deep into

Enhance LLM’s Data Annotation Performance with Few-Shot CoT "Explain-Then-Annotate"

data annotation

How to enhance LLM’s Data Annotation Performance with Few-Shot Chain of Thought Process

Introduction In the realm of Natural Language Processing (NLP), the acquisition of labeled data has always been a labor-intensive and costly endeavor. Labeled data, enriched with predefined target labels or categories, is the bedrock upon which machine learning models for NLP tasks like sentiment analysis, machine translation, and word sense

Claude2 vs ChatGPT : Reasons why claude 2 better

5 Reasons Why Claude 2 Could Perform Better Than ChatGPT

Introduction to ChatGPT and Claude 2 In the rapidly evolving landscape of artificial intelligence, two standout players have emerged: OpenAI's ChatGPT and Anthropic's Claude 2. Both of these AI chat assistants are designed to engage users with human-like language, providing assistance for a wide range of inquiries and challenges in

9 Key Differences between GPT4 and Llama2 you should know

9 Key Differences Between GPT4 & Llama2 One Should Know

In the rapidly evolving realm of advanced language models, two formidable contenders have risen to prominence, each possessing its own remarkable capabilities and unique strengths. On one side, we have GPT-4, the brainchild of OpenAI, which dazzles with its unprecedented number of parameters and groundbreaking ability to not only process

Llama 2 Vs GPT-3.5 Vs GPT-4: What, When & How To Chose

Llama 2 Vs GPT-3.5 Vs GPT-4: What, When & How To Chose

In today's world, where artificial intelligence is changing how industries work, choosing the right AI model is crucial. Meet Llama 2, GPT-3.5, and GPT-4 – three powerful AI models with unique abilities, ready to help with various projects. In this exploration, we'll go beyond the surface to understand how these

Comparative Analysis of top LLM's

Comparing The Top Large Language Models For Multiple Use Cases

Large Language Models (LLMs) have made AI accessible to individuals without technical expertise, transforming multiple industries. However, with a plethora of LLMs like GPT, LLaMa, Flan-UL2, Bard, and Bloom, choosing the right one can be intimidating. These models excel at language prediction, making them valuable for tasks like content generation

How to choose LLM to suit for use case

How To Chose Perfect LLM For The Problem Statement Before Finetuning

Large Language Models (LLMs) are AI-enabled tools that excel at producing text responses that are human-like when given particular prompts, and they are radically changing how people interact with computers. One of the most well-known LLMs is ChatGPT, which shot to fame in the latter half of 2022. Large Language

Top 6 LLMs Applications No One Is Talking About

6 LLMs Applications No One Is Talking About

A Large language model (LLM) is a form of machine learning model capable of performing various natural language processing (NLP) tasks, including text generation, text classification, conversational question answering, and language translation. The term "large" pertains to the substantial number of values (parameters) that the language model can autonomously adjust

Challenges in LLM Adoption for Enterprises: Introducing LangKit for Secure LLM Adoption

Security Challenges in LLM Adoption for Enterprises And How To Solve Them

In 2023, generative AI gained significant attention, but enterprises are facing challenges in identifying suitable use cases for this technology. Large Language Models (LLMs) have inherent limitations, such as generating irrelevant or off-topic content and being vulnerable to prompt injection, making them a source of concern for businesses. Figure: LLMs

Claude-A better Alternative to ChatGPT and BARD?

Claude-A better Alternative to ChatGPT and BARD?

New developments and advances continue to influence how we communicate with intelligent systems in the always-changing world of conversational AI. As ChatGPT and BARD's era comes to an end, a stunning replacement arises that promises to expand the possibilities for human-like discussions. A new era of seamless and fascinating encounters

Data Collection and Preprocessing for Large Language Models

Data Collection and Preprocessing for Large Language Models

LLMs, or Large Language Models, are advanced AI models that undergo extensive training using massive amounts of text data. Through this training, they learn language structure and patterns and can perform various language-related tasks such as summarization, translation, sentiment analysis, and more. Due to their remarkable ability to perform natural

DragGAN: An AI Magic Tool For Editing Images

Language Models

DragGAN: An AI Magic Tool For Editing Images

Welcome to the enchanted world of DragGAN, where magic and artificial intelligence combine to create masterpieces from seemingly ordinary photographs. This blog explores the fascinating powers of DragGAN, an AI-driven wizard with the dexterous ability to magically give your images a life of their own. Join us on this enthralling

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Language Models

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Keeping up with the latest developments in the rapidly expanding field of natural language processing is challenging. But fear not—a strong ally is on hand to completely alter the way we think about language comprehension. Welcome to RoBERTa, the robustly optimized BERT pretraining approach set to revolutionize NLP. Join