摘要：
ReAct https://learnprompting.org/docs/advanced_applications/react What is ReAct? ReAct1 (Reason + Act) is a paradigm that enables language models to s
阅读全文
posted @ 2024-09-15 17:32
lightsong
阅读(59)
推荐(0)
摘要：
Agentic Design Patterns https://www.deeplearning.ai/the-batch/how-agents-can-improve-llm-performance/?ref=dl-staging-website.ghost.io Reflection: The
阅读全文
posted @ 2024-09-15 16:52
lightsong
阅读(41)
推荐(0)
摘要：
Efficient DevSecOps Workflows with a Little Help from AI https://www.infoq.com/articles/efficient-devsecops-workflows/ AI is enhancing DevSecOps workf
阅读全文
posted @ 2024-09-15 15:54
lightsong
阅读(29)
推荐(0)
摘要：
GGUF大模型文件格式 https://www.datalearner.com/blog/1051705718835586 大语言模型的开发通常使用PyTorch等框架，其预训练结果通常也会保存为相应的二进制格式，如pt后缀的文件通常就是PyTorch框架保存的二进制预训练结果。 但是，大模型的存储
阅读全文
posted @ 2024-09-14 16:16
lightsong
阅读(557)
推荐(1)
摘要：
ragflow https://github.com/infiniflow/ragflow RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understandi
阅读全文
posted @ 2024-09-14 16:09
lightsong
阅读(479)
推荐(0)
摘要：
overview publisher name 支持图片 支持视频 github 测试网址 COMMENT OpenGVLab InternVL YES https://github.com/OpenGVLab/InternVL https://internvl.opengvlab.com/ Ope
阅读全文
posted @ 2024-09-13 22:46
lightsong
阅读(371)
推荐(0)
摘要：
Base/chat/instruct https://blog.csdn.net/qq_43127132/article/details/140447880 大模型库中的base、chat、instruct和4bit通常指的是不同类型或配置的预训练语言模型。它们的区别主要在于训练目标、用途和模型参数
阅读全文
posted @ 2024-09-10 22:52
lightsong
阅读(787)
推荐(0)
摘要：
支持能力 https://arxiv.org/pdf/2402.06196 能力增强方法 当我们谈论大模型时，应该关注哪些新能力？ https://www.thepaper.cn/newsDetail_forward_22829654 能力一：涌现能力（emergent abilities） 涌现能
阅读全文
posted @ 2024-09-10 22:44
lightsong
阅读(119)
推荐(0)
摘要：
MiniCPM https://github.com/OpenBMB/MiniCPM 面壁智能推出的大模型，在如下方面支持能出众。 推理 长文本 RAG 都是常见的能力。 其中 指令遵从(IF=instruction follow) 和 工具调用(FC = function call)， 威力强大，
阅读全文
posted @ 2024-09-09 23:14
lightsong
阅读(449)
推荐(0)
摘要：
Transformer (language) https://www.cnblogs.com/kongen/p/18088002 https://www.infoq.cn/article/qbloqm0rf*sv6v0jmulf https://arxiv.org/pdf/2402.06196 ht
阅读全文
posted @ 2024-09-08 22:39
lightsong
阅读(555)
推荐(0)
摘要：
data-analysis-llm-agent https://github.com/fanqingsong/data-analysis-llm-agent Conversational AI with Function Calling for Data Analysis Overview The
阅读全文
posted @ 2024-09-08 19:48
lightsong
阅读(64)
推荐(0)
摘要：
华为 huawei-eyewear-2 https://consumer.huawei.com/cn/audio/huawei-eyewear-2/ https://new.qq.com/rain/a/20240515A06AXH00 续航11小时， 连接华为手机和平板 语音助手、播放音乐、接挂电话
阅读全文
posted @ 2024-09-02 21:05
lightsong
阅读(93)
推荐(0)
摘要：
多模态大模型（MLLMs）是一类结合了大型语言模型（LLMs）的自然语言处理能力与对其他模态（如视觉、音频等）数据的理解与生成能力的模型。 旨在通过整合文本、图像、声音等多种类型的输入和输出，提供更加丰富和自然的交互体验。 A Survey on Multimodal Large Language
阅读全文
posted @ 2024-09-01 20:57
lightsong
阅读(3127)
推荐(0)
摘要：
TensorFlow Lite https://tensorflow.google.cn/lite Deploy machine learning models on mobile and edge devices TensorFlow Lite is a mobile library for de
阅读全文
posted @ 2024-08-29 23:17
lightsong
阅读(88)
推荐(0)
摘要：
operators https://github.com/Tencent/ncnn/blob/master/docs/developer-guide/operators.md AbsVal ArgMax BatchNorm Bias BinaryOp BNLL Cast CELU Clip Conc
阅读全文
posted @ 2024-08-17 21:49
lightsong
阅读(21)
推荐(0)
摘要：
Object Detection: Non-Maximum Suppression (NMS) https://kikaben.com/object-detection-non-maximum-suppression/ Object detection models like YOLOv5 and
阅读全文
posted @ 2024-08-17 21:44
lightsong
阅读(55)
推荐(0)
摘要：
Tutorial - deploy YOLOv5 with ncnn https://github.com/Tencent/ncnn/discussions/4541 ncnn model制作(yolov5s.pt -> ncnn.param and ncnn.bin) 使用ncnn库编译后生成的工
阅读全文
posted @ 2024-08-17 19:43
lightsong
阅读(98)
推荐(0)
摘要：
YOLOv https://docs.ultralytics.com/ Introducing Ultralytics YOLOv8, the latest version of the acclaimed real-time object detection and image segmentat
阅读全文
posted @ 2024-08-11 20:10
lightsong
阅读(252)
推荐(0)
摘要：
What is an SLA (service level agreement)? https://www.ibm.com/topics/service-level-agreement A service level agreement (SLA) is a contract between a s
阅读全文
posted @ 2024-08-08 14:23
lightsong
阅读(28)
推荐(0)
摘要：
Investigating Locks in MySQL https://emmer.dev/blog/investigating-locks-in-mysql/ A crash course on locks MySQL (and most relational databases) have a
阅读全文
posted @ 2024-08-08 14:07
lightsong
阅读(22)
推荐(0)
摘要：
data-pipelines-with-apache-airflow https://github.com/BasPH/data-pipelines-with-apache-airflow Code for Data Pipelines with Apache Airflow https://www
阅读全文
posted @ 2024-08-06 23:46
lightsong
阅读(67)
推荐(0)
摘要：
airflow_course https://github.com/fanqingsong/airflow_course Sample code for Harry's Airflow online trainng course You can find the videos on youtube
阅读全文
posted @ 2024-08-05 23:29
lightsong
阅读(100)
推荐(0)
摘要：
Airflow vs. Luigi vs. Argo vs. MLFlow vs. KubeFlow https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow Airflow is the m
阅读全文
posted @ 2024-08-04 20:29
lightsong
阅读(415)
推荐(0)
摘要：
Machine Learning Operations https://ml-ops.org/ With Machine Learning Model Operationalization Management (MLOps), we want to provide an end-to-end ma
阅读全文
posted @ 2024-08-04 19:37
lightsong
阅读(39)
推荐(0)
摘要：
The OpenAI API in Python https://www.datacamp.com/cheat-sheet/the-open-ai-api-in-python ChatGPT and large language models have taken the world by stor
阅读全文
posted @ 2024-08-03 23:23
lightsong
阅读(18)
推荐(0)
摘要：
How to pass multimodal data directly to models https://python.langchain.com/v0.2/docs/how_to/multimodal_inputs/ Here we demonstrate how to pass multim
阅读全文
posted @ 2024-08-03 23:18
lightsong
阅读(64)
推荐(0)
摘要：
An Introductory Guide to Fine-Tuning LLMs https://www.datacamp.com/tutorial/fine-tuning-large-language-models Fine-tuning Large Language Models (LLMs)
阅读全文
posted @ 2024-08-03 10:55
lightsong
阅读(158)
推荐(0)
摘要：
TinyEval -- LLM 评测原理讲解代码 https://github.com/datawhalechina/tiny-universe/tree/main/content/TinyEval https://huzixia.github.io/2024/05/29/eval/ https:/
阅读全文
posted @ 2024-08-01 23:48
lightsong
阅读(106)
推荐(0)
摘要：
语音交互的三驾马车：ASR、NLP、TTS https://www.woshipm.com/ai/2620327.html 01 语音交互的组成 我们以一个智能音箱的例子来开始今天的讨论： 假设我们对智能音箱天猫精灵说“放一首周杰伦的《晴天》”。天猫精灵就会说“好的，马上为你播放周杰伦的《晴天》”，
阅读全文
posted @ 2024-07-29 18:32
lightsong
阅读(321)
推荐(0)
摘要：
Conda https://docs.conda.io/projects/conda/en/latest/index.html Conda Documentation Welcome to conda's documentation! Conda provides package, dependen
阅读全文
posted @ 2024-07-29 00:54
lightsong
阅读(45)
推荐(0)
摘要：
embedding-models https://ollama.com/blog/embedding-models Embedding models April 8, 2024 Ollama supports embedding models, making it possible to build
阅读全文
posted @ 2024-07-29 00:41
lightsong
阅读(192)
推荐(0)
摘要：
talk-to-your-data https://github.com/fanqingsong/talk-to-your-data talk-to-your-data project This project aid you to build a talk-to-your-data chatbot
阅读全文
posted @ 2024-07-29 00:37
lightsong
阅读(32)
推荐(0)
摘要：
text2sql-workshop https://github.com/fanqingsong/text2sql-workshop Text2SQL Workshop Using OpenAI, Langchain and Postgresql to Talk to Your Data Overv
阅读全文
posted @ 2024-07-27 22:40
lightsong
阅读(236)
推荐(0)
摘要：
Postgresql & PgAdmin powered by compose https://github.com/fanqingsong/compose-postgres/blob/master/docker-compose.yml Quick Start Clone or download t
阅读全文
posted @ 2024-07-27 17:24
lightsong
阅读(36)
推荐(0)
摘要：
本地测试 https://www.bingal.com/posts/Qwen-7b-usage/ 通义千问-7B（Qwen-7b）是什么 通义千问（Qwen-7B）是阿里云最新发布的一系列超大规模语言模型，这个牛气十足的大模型令人惊叹。基于Transformer架构，Qwen-7B系列汇聚了70亿参
阅读全文
posted @ 2024-07-27 12:01
lightsong
阅读(82)
推荐(0)
摘要：
LMDeploy https://lmdeploy.readthedocs.io/en/latest/index.html LMDeploy has the following core features: Efficient Inference: LMDeploy delivers up to 1
阅读全文
posted @ 2024-07-24 22:51
lightsong
阅读(142)
推荐(0)
摘要：
LM Studio https://lmstudio.ai/ Discover, download, and run local LLMs With LM Studio, you can ...🤖 - Run LLMs on your laptop, entirely offline👾 - Us
阅读全文
posted @ 2024-07-24 22:29
lightsong
阅读(308)
推荐(0)
摘要：
Text2SQL https://developer.volcengine.com/articles/7370376373124202505 简单的说， Vanna是一个开源的、基于Python的、用于SQL自动生成与相关功能的RAG（检索增强生成）框架 。基本特点： 开放源代码（ Github上搜
阅读全文
posted @ 2024-07-24 10:23
lightsong
阅读(505)
推荐(0)
摘要：
LangChain Alternative https://www.chatbees.ai/blog/langchain-alternatives 5 Best LangChain Alternatives in 2024If you're looking for alternatives to L
阅读全文
posted @ 2024-07-24 10:12
lightsong
阅读(157)
推荐(0)
摘要：
LangChain vs LlamaIndex https://www.datacamp.com/blog/langchain-vs-llamaindex While both frameworks support integration with external tools and servic
阅读全文
posted @ 2024-07-24 10:01
lightsong
阅读(151)
推荐(0)
浙公网安备 33010602011771号