open‑source models

Architects' Tech Alliance

Jun 11, 2025 · Artificial Intelligence

From Transformers to DeepSeek‑R1: The 2017‑2025 Evolution of Large Language Models

This article chronicles the rapid development of large language models from the 2017 Transformer breakthrough through the rise of BERT, GPT‑3, ChatGPT, multimodal systems like GPT‑4V/o, and the recent cost‑efficient DeepSeek‑R1, highlighting key architectural innovations, scaling trends, alignment techniques, and their transformative impact on AI research and industry.

AI alignmentBERTGPT

0 likes · 26 min read

From Transformers to DeepSeek‑R1: The 2017‑2025 Evolution of Large Language Models

Architects' Tech Alliance

Mar 31, 2025 · Artificial Intelligence

A Comprehensive History of Large Language Models from the Transformer Era (2017) to DeepSeek‑R1 (2025)

This article reviews the evolution of large language models from the 2017 Transformer breakthrough through BERT, GPT series, alignment techniques, multimodal extensions, open‑weight releases, and the cost‑efficient DeepSeek‑R1 in 2025, highlighting key technical advances, scaling trends, and their societal impact.

AI alignmentLLM evolutionReasoning Models

0 likes · 26 min read

A Comprehensive History of Large Language Models from the Transformer Era (2017) to DeepSeek‑R1 (2025)

ZhongAn Tech Team

Mar 17, 2025 · Artificial Intelligence

Weekly Tech Digest: AI Model Advancements, Strategic Infrastructure Deals, and Industry Insights on AI Agents

This weekly technology digest highlights significant advancements in artificial intelligence, including OpenAI's Python-enabled o1 model, Google's open-source Gemma 3, and Alibaba's AI-driven Quark application, alongside major industry partnerships, expert forecasts on AI agent proliferation, and emerging developments in robotics and wearable technology.

AI agentsArtificial IntelligenceRobotics

0 likes · 7 min read

Weekly Tech Digest: AI Model Advancements, Strategic Infrastructure Deals, and Industry Insights on AI Agents

DataFunSummit

May 4, 2023 · Artificial Intelligence

LLM Ranking Arena: Elo‑Based Competitive Evaluation of Open‑Source Chatbots

A recent study by the LMSYS organization introduces an Elo‑rated, 1v1 battle arena for large language models, ranking open‑source chatbots like Vicuna, Koala, and ChatGLM, while discussing the limitations of traditional benchmarks and the advantages of crowd‑sourced, scalable evaluation.

AI benchmarkingChatbot ArenaElo rating

0 likes · 7 min read

LLM Ranking Arena: Elo‑Based Competitive Evaluation of Open‑Source Chatbots

IT Architects Alliance

Apr 20, 2023 · Artificial Intelligence

Overview of Prominent Large Language Models and Instruction‑Finetuned Variants

This article provides a comprehensive overview of major large language models—including GPT series, T5, LaMDA, LLaMA, BLOOM, and others—detailing their architectures, parameter scales, open‑source status, and the evolution of instruction‑fine‑tuning techniques that improve zero‑shot and few‑shot performance.

AI researchInstruction TuningLLM comparison

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Overview of Prominent Large Language Models and Instruction‑Finetuned Variants