DeepSeek LLM 的微观设计很大程度上遵循 LLaMA 的设计(Touvron 等人,2023a,b)),采用带 RMSNorm(Zhang 和 Sennrich,2019)函数的 Pre-Norm 结构,并使用 SwiGLU(Shazeer,2020)作为前馈网络 (FFN) 的激活函数,中间层维度为8/3 。它还结合了旋转嵌入 (Su 等人,2024) 用于位置编码
Open sourceFLANLLaMANLPText annotationThis paper studies the performance of open-source Large Language Models (LLMs) in text classification tasks typical for political science research. By examining tasks like stance, topic, and relevance classification, we aim to guide scholars in making informed ...
一、结论写在前面论文介绍了LLM360,这是一个全面开源的LLM(语言模型)倡议。随着LLM360的首次发布,论文推出了两个7B规模的LLM:AMBER(一种通用英语LLM)和CRYSTALCODER(专门用于代码生成的预训练LLM)。论文…
模型的性能评估:论文通过在多个公共基准测试和开放性评估中对DeepSeek LLM进行评估,展示了其在代码、数学和推理等领域的优越性能。 通过这些研究,论文旨在为开源LLMs的长期发展奠定基础,并为未来在这一领域的进一步进步铺平道路。 Q: 有哪些相关研究? A: 这篇论文中提到的相关研究主要集中在以下几个方面: ...
Discover how to fine-tune large language models (LLMs) with Kubeflow Training, PyTorch FSDP, and Hugging Face SFTTrainer in OpenShift AI. Article Llama 4 herd is here with Day 0 inference support in vLLM vLLM team at Red Hat April 5, 2025 ...
Using this foundation and our industry knowledge of AI and LLMs, we’ve meticulously curated the top 15 open-source LLMs, each with its key features. 1. GPT-NeoX-20B With 20 billion parameters, GPT-NeoX-20B, developed by EleutherAI, is among the most prominent open-source large language...
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 - GitHub - langfuse/langfuse: 🪢 Open source LLM
OpenLLM allows developers to run any open-source LLMs (Llama 3.3, Qwen2.5, Phi3 and more) or custom models as OpenAI-compatible APIs with a single command. It features a built-in chat UI, state-of-the-art inference backends, and a simplified workflow for creating enterprise-grade cloud ...
Explore the forefront of AI innovation with the top 5 open-source Large Language Models (LLMs) of 2024. From Falcon’s groundbreaking 180B parameters to BLOOM’s multilingual prowess, delve into the cutting-edge features shaping the future. Discover the strengths and potential applications of Lla...
Since many GenAI providers offer an API that is compatible with that of OpenAI, a similar approach, as described below, could also be used to integrate these providers into Mendix.What is Ollama?Ollama is a framework that lets you run open-source large language models (LLMs) like Deep...