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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Prompt https://prompt-guide.ncuos.com/prompts.zh Prompt Hub 是提示的集合，可用于测试 prompt 在各种基本能力和复杂任务上的能力。我们希望 Prompt Hub 帮助您发现利用、实验和构建提示词的有趣方法。我们鼓励并欢迎人工智能研究和开 阅读全文
posted @ 2024-07-24 09:40
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Best practices for prompt engineering with the OpenAI API https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-o 阅读全文
posted @ 2024-07-24 09:19
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TinyAgent https://github.com/fanqingsong/tiny-universe/tree/main/content/TinyAgent content/TinyAgent/agent_demo.py from tinyAgent.Agent_Ollama import 阅读全文
posted @ 2024-07-24 00:01
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What Are Zero-Shot Prompting and Few-Shot Prompting https://machinelearningmastery.com/what-are-zero-shot-prompting-and-few-shot-prompting/ How Do Lar 阅读全文
posted @ 2024-07-22 00:16
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Instruction和Question的区别和联系 https://blog.csdn.net/qq_35082030/article/details/130727016 3. Question和Instruction的区别问答（QA）和指令（Instruction）是人机交互中最常见的形式之一。 阅读全文
posted @ 2024-07-21 19:47
lightsong
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Large Language Models: A Survey https://arxiv.org/pdf/2402.06196 导读 https://developer.volcengine.com/articles/7389111961612451866 1、介绍了语言建模的历史背景，从统计语言 阅读全文
posted @ 2024-07-21 19:46
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transformer model architecture https://www.datacamp.com/tutorial/how-transformers-work 动手写 https://www.datacamp.com/tutorial/building-a-transformer-wi 阅读全文
posted @ 2024-07-21 13:18
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CUDA Refresher: The CUDA Programming Model https://developer.nvidia.com/blog/cuda-refresher-cuda-programming-model/ To execute any CUDA program, there 阅读全文
posted @ 2024-07-20 20:28
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vLLM https://github.com/vllm-project/vllm https://docs.vllm.ai/en/latest/ 推理和服务，但是更加偏向推理。 vLLM is a fast and easy-to-use library for LLM inference and 阅读全文
posted @ 2024-07-20 12:27
lightsong
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Open WebUI https://alphasec.io/open-source-chatgpt-ui-alternative-with-open-webui/ https://docs.openwebui.com/getting-started/ Chatbot UI https://alph 阅读全文
posted @ 2024-07-19 00:12
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